diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 9ca525931..f6ed06922 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -50,7 +50,7 @@ jobs: matrix: python-version: ["3.8", "3.9", "3.10", "3.11"] pydantic-version: ["1.10.9", "2.4.2"] - openai-version: ["1.2.4"] + openai-version: ["1.30.1"] steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} @@ -87,7 +87,7 @@ jobs: # dependencies: ['dev', 'full'] dependencies: ["full"] pydantic-version: ["1.10.9", "2.4.2"] - openai-version: ["1.2.4"] + openai-version: ["1.30.1"] steps: - uses: actions/checkout@v4 diff --git a/docs/examples/bug_free_python_code.ipynb b/docs/examples/bug_free_python_code.ipynb index 5b0073484..340ca3bda 100644 --- a/docs/examples/bug_free_python_code.ipynb +++ b/docs/examples/bug_free_python_code.ipynb @@ -1,14 +1,5 @@ { "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "!guardrails hub install hub://reflex/valid_python" - ] - }, { "attachments": {}, "cell_type": "markdown", @@ -34,56 +25,37 @@ "\n", "## Step 1: Generating `RAIL` Spec\n", "\n", - "Ordinarily, we could create a separate `RAIL` spec in a file. However, for the sake of this example, we will generate the `RAIL` spec in the notebook as a string. We will also show the same RAIL spec in a code-first format using a Pydantic model." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "XML option:" + "First, we install the validators and packages we need to make sure generated python is valid. Then, we generate a RAIL spec as a pydantic model." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Note: you may need to restart the kernel to use updated packages.\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/reflex/\u001b[0m\u001b[95mvalid_python...\u001b[0m\n", + "✅Successfully installed reflex/valid_python!\n", + "\n", + "\n" + ] + } + ], "source": [ - "rail_str = \"\"\"\n", - "\n", - "\n", - "\n", - " \n", - "\n", - "\n", + "%pip install guardrails-ai -q\n", + "%pip install pydantic -q\n", "\n", - "\n", - "Given the following high level leetcode problem description, write a short Python code snippet that solves the problem.\n", - "\n", - "Problem Description:\n", - "${leetcode_problem}\n", - "\n", - "${gr.complete_json_suffix}\n", - "\n", - "\n", - "\"\"\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Pydantic model option:" + "!guardrails hub install hub://reflex/valid_python --quiet" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -121,7 +93,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -130,22 +102,6 @@ "from rich import print" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "From XML:" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "guard = gd.Guard.from_rail_string(rail_str)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -155,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -172,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -189,7 +145,7 @@ "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n", "\n", "<output>\n", - " <string name=\"python_code\" format=\"bug-free-python\"/>\n", + " <string name=\"python_code\" format=\"reflex/valid_python\"/>\n", "</output>\n", "\n", "\n", @@ -218,7 +174,7 @@ "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n", "\n", "\u001b[1m<\u001b[0m\u001b[1;95moutput\u001b[0m\u001b[39m>\u001b[0m\n", - "\u001b[39m \u001b[0m\n", + "\u001b[39m \u001b[0m\n", "\u001b[39m<\u001b[0m\u001b[35m/\u001b[0m\u001b[95moutput\u001b[0m\u001b[39m>\u001b[0m\n", "\n", "\n", @@ -240,7 +196,7 @@ } ], "source": [ - "print(guard.base_prompt)" + "print(guard.rail.prompt)" ] }, { @@ -253,18 +209,9 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 10, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n", - "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" - ] - } - ], + "outputs": [], "source": [ "import openai\n", "\n", @@ -292,28 +239,30 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
{\n",
-       "    'python_code': 'def longestPalindrome(s):\\n    if len(s) < 2:\\n        return s\\n    start = 0\\n    max_len = \n",
-       "1\\n    for i in range(len(s)):\\n        if i - max_len >= 1 and s[i-max_len-1:i+1] == s[i-max_len-1:i+1][::-1]:\\n  \n",
-       "start = i - max_len - 1\\n            max_len += 2\\n            continue\\n        if i - max_len >= 0 and \n",
-       "s[i-max_len:i+1] == s[i-max_len:i+1][::-1]:\\n            start = i - max_len\\n            max_len += 1\\n    return \n",
-       "s[start:start+max_len]'\n",
+       "    'python_code': 'def longest_palindromic_substring(s):\\n    if not s:\\n        return \"\"\\n    start = 0\\n    end\n",
+       "= 0\\n    for i in range(len(s)):\\n        len1 = expand_around_center(s, i, i)\\n        len2 = \n",
+       "expand_around_center(s, i, i + 1)\\n        max_len = max(len1, len2)\\n        if max_len > end - start:\\n          \n",
+       "start = i - (max_len - 1) // 2\\n            end = i + max_len // 2\\n    return s[start:end + 1]\\n\\n\\ndef \n",
+       "expand_around_center(s, left, right):\\n    while left >= 0 and right < len(s) and s[left] == s[right]:\\n        \n",
+       "left -= 1\\n        right += 1\\n    return right - left - 1'\n",
        "}\n",
        "
\n" ], "text/plain": [ "\u001b[1m{\u001b[0m\n", - " \u001b[32m'python_code'\u001b[0m: \u001b[32m'def longestPalindrome\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m:\\n if len\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m \u001b[0m\u001b[32m<\u001b[0m\u001b[32m 2:\\n return s\\n start = 0\\n max_len = \u001b[0m\n", - "\u001b[32m1\\n for i in range\u001b[0m\u001b[32m(\u001b[0m\u001b[32mlen\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m)\u001b[0m\u001b[32m:\\n if i - max_len >= 1 and s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mi-max_len-1:i+1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m == s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mi-max_len-1:i+1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m[\u001b[0m\u001b[32m::-1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m:\\n \u001b[0m\n", - "\u001b[32mstart = i - max_len - 1\\n max_len += 2\\n continue\\n if i - max_len \u001b[0m\u001b[32m>\u001b[0m\u001b[32m= 0 and \u001b[0m\n", - "\u001b[32ms\u001b[0m\u001b[32m[\u001b[0m\u001b[32mi-max_len:i+1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m == s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mi-max_len:i+1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m[\u001b[0m\u001b[32m::-1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m:\\n start = i - max_len\\n max_len += 1\\n return \u001b[0m\n", - "\u001b[32ms\u001b[0m\u001b[32m[\u001b[0m\u001b[32mstart:start+max_len\u001b[0m\u001b[32m]\u001b[0m\u001b[32m'\u001b[0m\n", + " \u001b[32m'python_code'\u001b[0m: \u001b[32m'def longest_palindromic_substring\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m:\\n if not s:\\n return \"\"\\n start = 0\\n end\u001b[0m\n", + "\u001b[32m= 0\\n for i in range\u001b[0m\u001b[32m(\u001b[0m\u001b[32mlen\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m)\u001b[0m\u001b[32m:\\n len1 = expand_around_center\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms, i, i\u001b[0m\u001b[32m)\u001b[0m\u001b[32m\\n len2 = \u001b[0m\n", + "\u001b[32mexpand_around_center\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms, i, i + 1\u001b[0m\u001b[32m)\u001b[0m\u001b[32m\\n max_len = max\u001b[0m\u001b[32m(\u001b[0m\u001b[32mlen1, len2\u001b[0m\u001b[32m)\u001b[0m\u001b[32m\\n if max_len > end - start:\\n \u001b[0m\n", + "\u001b[32mstart = i - \u001b[0m\u001b[32m(\u001b[0m\u001b[32mmax_len - 1\u001b[0m\u001b[32m)\u001b[0m\u001b[32m // 2\\n end = i + max_len // 2\\n return s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mstart:end + 1\u001b[0m\u001b[32m]\u001b[0m\u001b[32m\\n\\n\\ndef \u001b[0m\n", + "\u001b[32mexpand_around_center\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms, left, right\u001b[0m\u001b[32m)\u001b[0m\u001b[32m:\\n while left >= 0 and right < len\u001b[0m\u001b[32m(\u001b[0m\u001b[32ms\u001b[0m\u001b[32m)\u001b[0m\u001b[32m and s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mleft\u001b[0m\u001b[32m]\u001b[0m\u001b[32m == s\u001b[0m\u001b[32m[\u001b[0m\u001b[32mright\u001b[0m\u001b[32m]\u001b[0m\u001b[32m:\\n \u001b[0m\n", + "\u001b[32mleft -= 1\\n right += 1\\n return right - left - 1'\u001b[0m\n", "\u001b[1m}\u001b[0m\n" ] }, @@ -335,43 +284,55 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
def longestPalindrome(s):\n",
-       "    if len(s) < 2:\n",
-       "        return s\n",
-       "    start = 0\n",
-       "    max_len = 1\n",
-       "    for i in range(len(s)):\n",
-       "        if i - max_len >= 1 and s == s[::-1]:\n",
-       "            start = i - max_len - 1\n",
-       "            max_len += 2\n",
-       "            continue\n",
-       "        if i - max_len >= 0 and s == s[::-1]:\n",
-       "            start = i - max_len\n",
-       "            max_len += 1\n",
+       "
def longest_palindromic_substring(s):\n",
+       "    if not s:\n",
+       "        return \"\"\n",
+       "    start = 0\n",
+       "    end = 0\n",
+       "    for i in range(len(s)):\n",
+       "        len1 = expand_around_center(s, i, i)\n",
+       "        len2 = expand_around_center(s, i, i + 1)\n",
+       "        max_len = max(len1, len2)\n",
+       "        if max_len > end - start:\n",
+       "            start = i - (max_len - 1) // 2\n",
+       "            end = i + max_len // 2\n",
        "    return s\n",
+       "\n",
+       "\n",
+       "def expand_around_center(s, left, right):\n",
+       "    while left >= 0 and right < len(s) and s == s:\n",
+       "        left -= 1\n",
+       "        right += 1\n",
+       "    return right - left - 1\n",
        "
\n"
       ],
       "text/plain": [
-       "def \u001b[1;35mlongestPalindrome\u001b[0m\u001b[1m(\u001b[0ms\u001b[1m)\u001b[0m:\n",
-       "    if \u001b[1;35mlen\u001b[0m\u001b[1m(\u001b[0ms\u001b[1m)\u001b[0m \u001b[1m<\u001b[0m\u001b[39m \u001b[0m\u001b[1;36m2\u001b[0m\u001b[39m:\u001b[0m\n",
-       "\u001b[39m        return s\u001b[0m\n",
-       "\u001b[39m    start = \u001b[0m\u001b[1;36m0\u001b[0m\n",
-       "\u001b[39m    max_len = \u001b[0m\u001b[1;36m1\u001b[0m\n",
-       "\u001b[39m    for i in \u001b[0m\u001b[1;35mrange\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;35mlen\u001b[0m\u001b[1;39m(\u001b[0m\u001b[39ms\u001b[0m\u001b[1;39m)\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m:\u001b[0m\n",
-       "\u001b[39m        if i - max_len >= \u001b[0m\u001b[1;36m1\u001b[0m\u001b[39m and s\u001b[0m\u001b[39m == s\u001b[0m\u001b[1;39m[\u001b[0m\u001b[39m::\u001b[0m\u001b[1;36m-1\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m:\u001b[0m\n",
-       "\u001b[39m            start = i - max_len - \u001b[0m\u001b[1;36m1\u001b[0m\n",
-       "\u001b[39m            max_len += \u001b[0m\u001b[1;36m2\u001b[0m\n",
-       "\u001b[39m            continue\u001b[0m\n",
-       "\u001b[39m        if i - max_len \u001b[0m\u001b[1m>\u001b[0m= \u001b[1;36m0\u001b[0m and s == s\u001b[1m[\u001b[0m::\u001b[1;36m-1\u001b[0m\u001b[1m]\u001b[0m:\n",
-       "            start = i - max_len\n",
-       "            max_len += \u001b[1;36m1\u001b[0m\n",
-       "    return s\n"
+       "def \u001b[1;35mlongest_palindromic_substring\u001b[0m\u001b[1m(\u001b[0ms\u001b[1m)\u001b[0m:\n",
+       "    if not s:\n",
+       "        return \u001b[32m\"\"\u001b[0m\n",
+       "    start = \u001b[1;36m0\u001b[0m\n",
+       "    end = \u001b[1;36m0\u001b[0m\n",
+       "    for i in \u001b[1;35mrange\u001b[0m\u001b[1m(\u001b[0m\u001b[1;35mlen\u001b[0m\u001b[1m(\u001b[0ms\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m:\n",
+       "        len1 = \u001b[1;35mexpand_around_center\u001b[0m\u001b[1m(\u001b[0ms, i, i\u001b[1m)\u001b[0m\n",
+       "        len2 = \u001b[1;35mexpand_around_center\u001b[0m\u001b[1m(\u001b[0ms, i, i + \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m\n",
+       "        max_len = \u001b[1;35mmax\u001b[0m\u001b[1m(\u001b[0mlen1, len2\u001b[1m)\u001b[0m\n",
+       "        if max_len > end - start:\n",
+       "            start = i - \u001b[1m(\u001b[0mmax_len - \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m \u001b[35m/\u001b[0m\u001b[35m/\u001b[0m \u001b[1;36m2\u001b[0m\n",
+       "            end = i + max_len \u001b[35m/\u001b[0m\u001b[35m/\u001b[0m \u001b[1;36m2\u001b[0m\n",
+       "    return s\n",
+       "\n",
+       "\n",
+       "def \u001b[1;35mexpand_around_center\u001b[0m\u001b[1m(\u001b[0ms, left, right\u001b[1m)\u001b[0m:\n",
+       "    while left >= \u001b[1;36m0\u001b[0m and right < \u001b[1;35mlen\u001b[0m\u001b[1m(\u001b[0ms\u001b[1m)\u001b[0m and s == s:\n",
+       "        left -= \u001b[1;36m1\u001b[0m\n",
+       "        right += \u001b[1;36m1\u001b[0m\n",
+       "    return right - left - \u001b[1;36m1\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -395,7 +356,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -437,7 +398,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.2"
+   "version": "3.10.0"
   },
   "orig_nbformat": 4,
   "vscode": {
diff --git a/docs/examples/check_for_pii.ipynb b/docs/examples/check_for_pii.ipynb
index 8d3a6fedf..5afe56212 100644
--- a/docs/examples/check_for_pii.ipynb
+++ b/docs/examples/check_for_pii.ipynb
@@ -14,149 +14,61 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.1\u001b[0m\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
-      "/home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/torch/cuda/__init__.py:611: UserWarning: Can't initialize NVML\n",
-      "  warnings.warn(\"Can't initialize NVML\")\n",
-      "\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.1\u001b[0m\n",
-      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
       "\u001b[38;5;2m✔ Download and installation successful\u001b[0m\n",
-      "You can now load the package via spacy.load('en_core_web_lg')\n"
+      "You can now load the package via spacy.load('en_core_web_lg')\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mdetect_pii...\u001b[0m\n",
+      "✅Successfully installed guardrails/detect_pii!\n",
+      "\n",
+      "\n"
      ]
     }
    ],
    "source": [
     "# Install the necessary packages\n",
     "! pip install presidio-analyzer presidio-anonymizer -q\n",
-    "! python -m spacy download en_core_web_lg -q"
+    "! python -m spacy download en_core_web_lg -q\n",
+    "\n",
+    "! guardrails hub install hub://guardrails/detect_pii --quiet"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 2,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/torch/cuda/__init__.py:611: UserWarning: Can't initialize NVML\n",
-      "  warnings.warn(\"Can't initialize NVML\")\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Import the guardrails package\n",
+    "from guardrails.hub import DetectPII\n",
     "import guardrails as gd\n",
-    "from guardrails.validators import PIIFilter\n",
     "from rich import print"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "nlp_engine not provided, creating default.\n",
-      "configuration file /home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/conf/default.yaml not found.  Using default config: {'nlp_engine_name': 'spacy', 'models': [{'lang_code': 'en', 'model_name': 'en_core_web_lg'}]}.\n",
-      "configuration file is missing 'ner_model_configuration'. Using default\n",
-      "model_to_presidio_entity_mapping is missing from configuration, using default\n",
-      "low_score_entity_names is missing from configuration, using default\n",
-      "labels_to_ignore is missing from configuration, using default\n",
-      "Created NLP engine: spacy. Loaded models: ['en']\n",
-      "registry not provided, creating default.\n",
-      "Loaded recognizer: UsBankRecognizer\n",
-      "Loaded recognizer: UsLicenseRecognizer\n",
-      "Loaded recognizer: UsItinRecognizer\n",
-      "Loaded recognizer: UsPassportRecognizer\n",
-      "Loaded recognizer: UsSsnRecognizer\n",
-      "Loaded recognizer: NhsRecognizer\n",
-      "Loaded recognizer: SgFinRecognizer\n",
-      "Loaded recognizer: AuAbnRecognizer\n",
-      "Loaded recognizer: AuAcnRecognizer\n",
-      "Loaded recognizer: AuTfnRecognizer\n",
-      "Loaded recognizer: AuMedicareRecognizer\n",
-      "Loaded recognizer: InPanRecognizer\n",
-      "Loaded recognizer: CreditCardRecognizer\n",
-      "Loaded recognizer: CryptoRecognizer\n",
-      "Loaded recognizer: DateRecognizer\n",
-      "Loaded recognizer: EmailRecognizer\n",
-      "Loaded recognizer: IbanRecognizer\n",
-      "Loaded recognizer: IpRecognizer\n",
-      "Loaded recognizer: MedicalLicenseRecognizer\n",
-      "Loaded recognizer: PhoneRecognizer\n",
-      "Loaded recognizer: UrlRecognizer\n",
-      "Loaded recognizer: SpacyRecognizer\n",
-      "nlp_engine not provided, creating default.\n",
-      "configuration file /home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/conf/default.yaml not found.  Using default config: {'nlp_engine_name': 'spacy', 'models': [{'lang_code': 'en', 'model_name': 'en_core_web_lg'}]}.\n",
-      "configuration file is missing 'ner_model_configuration'. Using default\n",
-      "model_to_presidio_entity_mapping is missing from configuration, using default\n",
-      "low_score_entity_names is missing from configuration, using default\n",
-      "labels_to_ignore is missing from configuration, using default\n",
-      "Created NLP engine: spacy. Loaded models: ['en']\n",
-      "registry not provided, creating default.\n",
-      "Loaded recognizer: UsBankRecognizer\n",
-      "Loaded recognizer: UsLicenseRecognizer\n",
-      "Loaded recognizer: UsItinRecognizer\n",
-      "Loaded recognizer: UsPassportRecognizer\n",
-      "Loaded recognizer: UsSsnRecognizer\n",
-      "Loaded recognizer: NhsRecognizer\n",
-      "Loaded recognizer: SgFinRecognizer\n",
-      "Loaded recognizer: AuAbnRecognizer\n",
-      "Loaded recognizer: AuAcnRecognizer\n",
-      "Loaded recognizer: AuTfnRecognizer\n",
-      "Loaded recognizer: AuMedicareRecognizer\n",
-      "Loaded recognizer: InPanRecognizer\n",
-      "Loaded recognizer: CreditCardRecognizer\n",
-      "Loaded recognizer: CryptoRecognizer\n",
-      "Loaded recognizer: DateRecognizer\n",
-      "Loaded recognizer: EmailRecognizer\n",
-      "Loaded recognizer: IbanRecognizer\n",
-      "Loaded recognizer: IpRecognizer\n",
-      "Loaded recognizer: MedicalLicenseRecognizer\n",
-      "Loaded recognizer: PhoneRecognizer\n",
-      "Loaded recognizer: UrlRecognizer\n",
-      "Loaded recognizer: SpacyRecognizer\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Create Guard object with this validator\n",
     "# One can specify either pre-defined set of PII or SPI (Sensitive Personal Information) entities by passing in the `pii` or `spi` argument respectively.\n",
     "# It can be passed either durring intialization or later through the metadata argument in parse method.\n",
     "\n",
     "# One can also pass in a list of entities supported by Presidio to the `pii_entities` argument.\n",
-    "guard = gd.Guard.from_string(\n",
-    "    validators=[PIIFilter(pii_entities=\"pii\", on_fail=\"fix\")],\n",
-    "    description=\"testmeout\",\n",
-    ")"
+    "guard = gd.Guard().use(DetectPII(pii_entities=\"pii\", on_fail=\"fix\"))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Entity DOMAIN_NAME doesn't have the corresponding recognizer in language : en\n"
-     ]
-    },
     {
      "data": {
       "text/html": [
@@ -203,7 +115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -253,88 +165,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 15,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "nlp_engine not provided, creating default.\n",
-      "configuration file /home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/conf/default.yaml not found.  Using default config: {'nlp_engine_name': 'spacy', 'models': [{'lang_code': 'en', 'model_name': 'en_core_web_lg'}]}.\n",
-      "configuration file is missing 'ner_model_configuration'. Using default\n",
-      "model_to_presidio_entity_mapping is missing from configuration, using default\n",
-      "low_score_entity_names is missing from configuration, using default\n",
-      "labels_to_ignore is missing from configuration, using default\n",
-      "Created NLP engine: spacy. Loaded models: ['en']\n",
-      "registry not provided, creating default.\n",
-      "Loaded recognizer: UsBankRecognizer\n",
-      "Loaded recognizer: UsLicenseRecognizer\n",
-      "Loaded recognizer: UsItinRecognizer\n",
-      "Loaded recognizer: UsPassportRecognizer\n",
-      "Loaded recognizer: UsSsnRecognizer\n",
-      "Loaded recognizer: NhsRecognizer\n",
-      "Loaded recognizer: SgFinRecognizer\n",
-      "Loaded recognizer: AuAbnRecognizer\n",
-      "Loaded recognizer: AuAcnRecognizer\n",
-      "Loaded recognizer: AuTfnRecognizer\n",
-      "Loaded recognizer: AuMedicareRecognizer\n",
-      "Loaded recognizer: InPanRecognizer\n",
-      "Loaded recognizer: CreditCardRecognizer\n",
-      "Loaded recognizer: CryptoRecognizer\n",
-      "Loaded recognizer: DateRecognizer\n",
-      "Loaded recognizer: EmailRecognizer\n",
-      "Loaded recognizer: IbanRecognizer\n",
-      "Loaded recognizer: IpRecognizer\n",
-      "Loaded recognizer: MedicalLicenseRecognizer\n",
-      "Loaded recognizer: PhoneRecognizer\n",
-      "Loaded recognizer: UrlRecognizer\n",
-      "Loaded recognizer: SpacyRecognizer\n",
-      "nlp_engine not provided, creating default.\n",
-      "configuration file /home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/conf/default.yaml not found.  Using default config: {'nlp_engine_name': 'spacy', 'models': [{'lang_code': 'en', 'model_name': 'en_core_web_lg'}]}.\n",
-      "configuration file is missing 'ner_model_configuration'. Using default\n",
-      "model_to_presidio_entity_mapping is missing from configuration, using default\n",
-      "low_score_entity_names is missing from configuration, using default\n",
-      "labels_to_ignore is missing from configuration, using default\n",
-      "Created NLP engine: spacy. Loaded models: ['en']\n",
-      "registry not provided, creating default.\n",
-      "Loaded recognizer: UsBankRecognizer\n",
-      "Loaded recognizer: UsLicenseRecognizer\n",
-      "Loaded recognizer: UsItinRecognizer\n",
-      "Loaded recognizer: UsPassportRecognizer\n",
-      "Loaded recognizer: UsSsnRecognizer\n",
-      "Loaded recognizer: NhsRecognizer\n",
-      "Loaded recognizer: SgFinRecognizer\n",
-      "Loaded recognizer: AuAbnRecognizer\n",
-      "Loaded recognizer: AuAcnRecognizer\n",
-      "Loaded recognizer: AuTfnRecognizer\n",
-      "Loaded recognizer: AuMedicareRecognizer\n",
-      "Loaded recognizer: InPanRecognizer\n",
-      "Loaded recognizer: CreditCardRecognizer\n",
-      "Loaded recognizer: CryptoRecognizer\n",
-      "Loaded recognizer: DateRecognizer\n",
-      "Loaded recognizer: EmailRecognizer\n",
-      "Loaded recognizer: IbanRecognizer\n",
-      "Loaded recognizer: IpRecognizer\n",
-      "Loaded recognizer: MedicalLicenseRecognizer\n",
-      "Loaded recognizer: PhoneRecognizer\n",
-      "Loaded recognizer: UrlRecognizer\n",
-      "Loaded recognizer: SpacyRecognizer\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Let's try with SPI entities\n",
     "# Create a new guard object\n",
-    "guard = gd.Guard.from_string(\n",
-    "    validators=[PIIFilter(pii_entities=\"spi\", on_fail=\"fix\")],\n",
-    "    description=\"testmeout\",\n",
-    ")"
+    "guard = gd.Guard().use(DetectPII(pii_entities=\"spi\", on_fail=\"fix\"))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -384,7 +226,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -450,7 +292,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.17"
+   "version": "3.10.0"
   }
  },
  "nbformat": 4,
diff --git a/docs/examples/competitors_check.ipynb b/docs/examples/competitors_check.ipynb
index 6d0683fbd..8f9278c0b 100644
--- a/docs/examples/competitors_check.ipynb
+++ b/docs/examples/competitors_check.ipynb
@@ -1,14 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!guardrails hub install hub://guardrails/competitor_check\n"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -23,28 +14,60 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "We first need to install the ```CompetitorCheck``` validator from Guardrails Hub: \n",
-    "\n",
-    "```guardrails hub install hub://guardrails/competitor_check```\n"
+    "We first need to install the ```CompetitorCheck``` validator from Guardrails Hub: \n"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: nltk in ./.venv/lib/python3.10/site-packages (3.8.1)\n",
+      "Requirement already satisfied: click in ./.venv/lib/python3.10/site-packages (from nltk) (8.1.7)\n",
+      "Requirement already satisfied: joblib in ./.venv/lib/python3.10/site-packages (from nltk) (1.4.2)\n",
+      "Requirement already satisfied: regex>=2021.8.3 in ./.venv/lib/python3.10/site-packages (from nltk) (2023.12.25)\n",
+      "Requirement already satisfied: tqdm in ./.venv/lib/python3.10/site-packages (from nltk) (4.66.4)\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mcompetitor_check...\u001b[0m\n",
+      "✅Successfully installed guardrails/competitor_check!\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "! pip install nltk\n",
+    "! guardrails hub install hub://guardrails/competitor_check --quiet"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/torch/cuda/__init__.py:611: UserWarning: Can't initialize NVML\n",
-      "  warnings.warn(\"Can't initialize NVML\")\n"
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validators/__init__.py:51: FutureWarning: \n",
+      "    Importing validators from `guardrails.validators` is deprecated.\n",
+      "    All validators are now available in the Guardrails Hub. Please install\n",
+      "    and import them from the hub instead. All validators will be\n",
+      "    removed from this module in the next major release.\n",
+      "\n",
+      "    Install with: `guardrails hub install hub:///`\n",
+      "    Import as: from guardrails.hub import `ValidatorName`\n",
+      "    \n",
+      "  warn(\n"
      ]
     }
    ],
    "source": [
-    "import guardrails as gd\n",
     "from guardrails.hub import CompetitorCheck\n",
+    "import guardrails as gd\n",
     "from rich import print"
    ]
   },
@@ -66,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,7 +123,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -135,7 +158,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -192,9 +215,8 @@
    ],
    "source": [
     "# Create the Guard with the CompetitorCheck Validator\n",
-    "guard = gd.Guard.from_string(\n",
-    "    validators=[CompetitorCheck(competitors=competitors_list, on_fail=\"fix\")],\n",
-    "    description=\"testmeout\",\n",
+    "guard = gd.Guard().use(\n",
+    "    CompetitorCheck(competitors=competitors_list, on_fail=\"fix\")\n",
     ")\n",
     "\n",
     "# Test with a given text\n",
@@ -208,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -303,7 +325,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.17"
+   "version": "3.10.0"
   }
  },
  "nbformat": 4,
diff --git a/docs/examples/extracting_entities.ipynb b/docs/examples/extracting_entities.ipynb
index 955771d6b..901132224 100644
--- a/docs/examples/extracting_entities.ipynb
+++ b/docs/examples/extracting_entities.ipynb
@@ -2,13 +2,46 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mvalid_length...\u001b[0m\n",
+      "✅Successfully installed guardrails/valid_length!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mtwo_words...\u001b[0m\n",
+      "✅Successfully installed guardrails/two_words!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mvalid_range...\u001b[0m\n",
+      "✅Successfully installed guardrails/valid_range!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mlowercase...\u001b[0m\n",
+      "✅Successfully installed guardrails/lowercase!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mone_line...\u001b[0m\n",
+      "✅Successfully installed guardrails/one_line!\n",
+      "\n",
+      "\n",
+      "Requirement already satisfied: pypdfium2 in ./.venv/lib/python3.10/site-packages (4.30.0)\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
    "source": [
-    "!guardrails hub install hub://guardrails/valid_length\n",
-    "!guardrails hub install hub://guardrails/two_words\n",
-    "!guardrails hub install hub://guardrails/valid_range"
+    "!guardrails hub install hub://guardrails/valid_length --quiet\n",
+    "!guardrails hub install hub://guardrails/two_words --quiet\n",
+    "!guardrails hub install hub://guardrails/valid_range --quiet\n",
+    "!guardrails hub install hub://guardrails/lowercase --quiet\n",
+    "!guardrails hub install hub://guardrails/one_line --quiet\n",
+    "\n",
+    "%pip install pypdfium2"
    ]
   },
   {
@@ -36,9 +69,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/pypdfium2/_helpers/textpage.py:80: UserWarning: get_text_range() call with default params will be implicitly redirected to get_text_bounded()\n",
+      "  warnings.warn(\"get_text_range() call with default params will be implicitly redirected to get_text_bounded()\")\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -86,98 +127,42 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Step 1: Create the RAIL Spec\n",
-    "\n",
-    "Ordinarily, we would create an RAIL spec in a separate file. For the purposes of this example, we will create the spec in this notebook as a string following the RAIL syntax. For more information on RAIL, see the [RAIL documentation](/docs/how_to_guides/rail).  We will also show the same RAIL spec in a code-first format using a Pydantic model.\n",
-    "\n",
+    "## Step 1: Create the Pydantic RAIL model\n",
     "Here, we request:\n",
     "\n",
     "1. A list of the fees associated with the card. We ask for sub-information, each with its own quality criteria and corrective action.\n",
     "2. A object (i.e. key-value pairs) for the interest."
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "XML option:"
-   ]
-  },
   {
    "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "rail_str = \"\"\"\n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "    \n",
-    "        \n",
-    "            \n",
-    "            \n",
-    "            \n",
-    "            \n",
-    "        \n",
-    "    \n",
-    "    \n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter 'None'.\n",
-    "\n",
-    "${document}\n",
-    "\n",
-    "${gr.xml_prefix_prompt}\n",
-    "\n",
-    "${output_schema}\n",
-    "\n",
-    "${gr.json_suffix_prompt_v2_wo_none}\n",
-    "\n",
-    "\n",
-    "\"\"\""
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Pydantic model option:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 132,
    "metadata": {},
    "outputs": [],
    "source": [
     "from guardrails.hub import LowerCase, TwoWords, OneLine\n",
     "from pydantic import BaseModel, Field\n",
-    "from typing import List\n",
     "\n",
     "prompt = \"\"\"\n",
     "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter 'None'.\n",
     "\n",
     "${document}\n",
     "\n",
-    "${gr.xml_prefix_prompt}\n",
-    "\n",
-    "${output_schema}\n",
-    "\n",
-    "${gr.json_suffix_prompt_v2_wo_none}\"\"\"\n",
+    "${gr.complete_json_suffix_v2}\n",
+    "\"\"\"\n",
     "\n",
     "class Fee(BaseModel):\n",
-    "    index: int = Field(validators=[(\"1-indexed\", \"noop\")])\n",
     "    name: str = Field(validators=[LowerCase(on_fail=\"fix\"), TwoWords(on_fail=\"reask\")])\n",
     "    explanation: str = Field(validators=[OneLine()])\n",
-    "    value: float = Field(validators=[(\"percentage\", \"noop\")])\n",
+    "    value: float = Field(description=\"The fee amount in USD or as a percentage.\")\n",
+    "\n",
+    "class AccountFee(BaseModel):\n",
+    "    account_type: str = Field(validators=[LowerCase(on_fail=\"fix\")])\n",
+    "    rate: float = Field(description=\"The annual percentage rate (APR) for the account type.\")\n",
     "\n",
     "class CreditCardAgreement(BaseModel):\n",
-    "    fees: List[Fee] = Field(description=\"What fees and charges are associated with my account?\")\n",
-    "    interest_rates: dict = Field(description=\"What are the interest rates offered by the bank on savings and checking accounts, loans, and credit products?\")"
+    "    fees: list[Fee] = Field(description=\"What fees and charges are associated with my account?\")\n",
+    "    interest_rates: list[AccountFee] = Field(description=\"What are the interest rates offered by the bank on different kinds of accounts and products?\")"
    ]
   },
   {
@@ -189,50 +174,14 @@
     "\n",
     "We create a `gd.Guard` object that will check, validate and correct the output of the LLM. This object:\n",
     "\n",
-    "1. Enforces the quality criteria specified in the RAIL spec.\n",
+    "1. Enforces the quality criteria specified in the Pydantic RAIL spec.\n",
     "2. Takes corrective action when the quality criteria are not met.\n",
     "3. Compiles the schema and type info from the RAIL spec and adds it to the prompt."
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "From XML:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/zayd/workspace/guardrails/guardrails/validatorsattr.py:285: UserWarning: Validator 1-indexed is not valid for element integer.\n",
-      "  warnings.warn(\n",
-      "\n",
-      "/home/zayd/workspace/guardrails/guardrails/validatorsattr.py:285: UserWarning: Validator percentage is not valid for element float.\n",
-      "  warnings.warn(\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "guard = gd.Guard.from_rail_string(rail_str)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "From Pydantic:"
-   ]
-  },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 133,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -249,83 +198,6 @@
     "We see the prompt that will be sent to the LLM. The `{document}` is substituted with the user provided value at runtime."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
-       "'None'.\n",
-       "\n",
-       "${document}\n",
-       "\n",
-       "\n",
-       "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n",
-       "\n",
-       "\n",
-       "<output>\n",
-       "    <list name=\"fees\" description=\"What fees and charges are associated with my account?\">\n",
-       "        <object>\n",
-       "            <integer name=\"index\" format=\"1-indexed\"/>\n",
-       "            <string name=\"name\" format=\"lower-case; two-words\"/>\n",
-       "            <string name=\"explanation\" format=\"one-line\"/>\n",
-       "            <float name=\"value\" format=\"percentage\"/>\n",
-       "        </object>\n",
-       "    </list>\n",
-       "    <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on savings and \n",
-       "checking accounts, loans, and credit products?\"/>\n",
-       "</output>\n",
-       "\n",
-       "\n",
-       "\n",
-       "ONLY return a valid JSON object (no other text is necessary). The JSON MUST conform to the XML format, including \n",
-       "any types and format requests e.g. requests for lists, objects and specific types. Be correct and concise.\n",
-       "\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\n",
-       "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
-       "\u001b[32m'None'\u001b[0m.\n",
-       "\n",
-       "$\u001b[1m{\u001b[0mdocument\u001b[1m}\u001b[0m\n",
-       "\n",
-       "\n",
-       "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n",
-       "\n",
-       "\n",
-       "\u001b[1m<\u001b[0m\u001b[1;95moutput\u001b[0m\u001b[39m>\u001b[0m\n",
-       "\u001b[39m    \u001b[0m\n",
-       "\u001b[39m        \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m        <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>\u001b[0m\n",
-       "\u001b[39m    <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>\u001b[0m\n",
-       "\u001b[39m    \u001b[0m\n",
-       "\u001b[39m<\u001b[0m\u001b[35m/\u001b[0m\u001b[95moutput\u001b[0m\u001b[1m>\u001b[0m\n",
-       "\n",
-       "\n",
-       "\n",
-       "ONLY return a valid JSON object \u001b[1m(\u001b[0mno other text is necessary\u001b[1m)\u001b[0m. The JSON MUST conform to the XML format, including \n",
-       "any types and format requests e.g. requests for lists, objects and specific types. Be correct and concise.\n",
-       "\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "print(guard.base_prompt)"
-   ]
-  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -336,20 +208,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 134,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import openai\n",
     "\n",
@@ -358,7 +219,7 @@
     "    prompt_params={\"document\": content[:6000]},\n",
     "    model=\"gpt-3.5-turbo-instruct\",\n",
     "    max_tokens=2048,\n",
-    "    temperature=0,\n",
+    "    temperature=0\n",
     ")"
    ]
   },
@@ -374,7 +235,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 135,
    "metadata": {},
    "outputs": [
     {
@@ -382,90 +243,90 @@
       "text/html": [
        "
{\n",
        "    'fees': [\n",
-       "        {'index': 1, 'name': 'annual membership', 'explanation': 'Annual Membership Fee', 'value': 0.0},\n",
+       "        {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},\n",
        "        {\n",
-       "            'index': 2,\n",
        "            'name': 'my chase',\n",
-       "            'explanation': 'My Chase Plan Fee (fixed finance charge)',\n",
-       "            'value': 1.72\n",
+       "            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or amount \n",
+       "selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee of 1.72% of \n",
+       "the amount of each eligible purchase transaction or amount selected to create a My Chase Plan. The My Chase Plan \n",
+       "Fee will be determined at the time each My Chase Plan is created and will remain the same until the My Chase Plan \n",
+       "is paid in full.',\n",
+       "            'value': 0.0\n",
        "        },\n",
+       "        {'name': 'transaction fees', 'explanation': 'None', 'value': 0.0},\n",
        "        {\n",
-       "            'index': 3,\n",
        "            'name': 'balance transfers',\n",
-       "            'explanation': 'Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer, \n",
-       "whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% of the \n",
-       "amount of each transfer, whichever is greater.',\n",
-       "            'value': 3\n",
+       "            'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, on transfers made\n",
+       "within 60 days of account opening. After that: Either $5 or 5% of the amount of each transfer, whichever is \n",
+       "greater.',\n",
+       "            'value': 5.0\n",
        "        },\n",
        "        {\n",
-       "            'index': 4,\n",
        "            'name': 'cash advances',\n",
        "            'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is greater.',\n",
-       "            'value': 5\n",
+       "            'value': 10.0\n",
        "        },\n",
        "        {\n",
-       "            'index': 5,\n",
        "            'name': 'foreign transactions',\n",
-       "            'explanation': 'Foreign Transactions 3% of the amount of each transaction in U.S. dollars.',\n",
-       "            'value': 3\n",
+       "            'explanation': '3% of the amount of each transaction in U.S. dollars.',\n",
+       "            'value': 3.0\n",
        "        },\n",
-       "        {'index': 6, 'name': 'late payment', 'explanation': 'Late Payment Up to $40.', 'value': 0.0},\n",
-       "        {'index': 7, 'name': 'over the', 'explanation': 'Over-the-Credit-Limit None', 'value': 0.0},\n",
-       "        {'index': 8, 'name': 'return payment', 'explanation': 'Return Payment Up to $40.', 'value': 0.0},\n",
-       "        {'index': 9, 'name': 'return check', 'explanation': 'Return Check None', 'value': 0.0}\n",
+       "        {'name': 'penalty fees', 'explanation': 'None', 'value': 0.0},\n",
+       "        {'name': 'late payment', 'explanation': 'Up to $40.', 'value': 40.0},\n",
+       "        {'name': 'over the', 'explanation': 'None', 'value': 0.0},\n",
+       "        {'name': 'return payment', 'explanation': 'Up to $40.', 'value': 40.0},\n",
+       "        {'name': 'return check', 'explanation': 'None', 'value': 0.0}\n",
        "    ],\n",
-       "    'interest_rates': {\n",
-       "        'purchase': {'apr': 0, 'after_apr': 19.49},\n",
-       "        'my_chase_loan': {'apr': 19.49},\n",
-       "        'balance_transfer': {'apr': 0, 'after_apr': 19.49},\n",
-       "        'cash_advance': {'apr': 29.49},\n",
-       "        'penalty': {'apr': 0, 'maximum_apr': 29.99}\n",
-       "    }\n",
+       "    'interest_rates': [\n",
+       "        {'account_type': 'purchase/my chase loan/balance transfer', 'rate': 19.49},\n",
+       "        {'account_type': 'cash advance', 'rate': 29.49},\n",
+       "        {'account_type': 'penalty', 'rate': 29.99}\n",
+       "    ]\n",
        "}\n",
        "
\n"
       ],
       "text/plain": [
        "\u001b[1m{\u001b[0m\n",
        "    \u001b[32m'fees'\u001b[0m: \u001b[1m[\u001b[0m\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'index'\u001b[0m: \u001b[1;36m1\u001b[0m, \u001b[32m'name'\u001b[0m: \u001b[32m'annual membership'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Annual Membership Fee'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'annual membership'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
        "        \u001b[1m{\u001b[0m\n",
-       "            \u001b[32m'index'\u001b[0m: \u001b[1;36m2\u001b[0m,\n",
        "            \u001b[32m'name'\u001b[0m: \u001b[32m'my chase'\u001b[0m,\n",
-       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'My Chase Plan Fee \u001b[0m\u001b[32m(\u001b[0m\u001b[32mfixed finance charge\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m,\n",
-       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m1.72\u001b[0m\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\n",
+       "\u001b[32mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee of 1.72% of \u001b[0m\n",
+       "\u001b[32mthe amount of each eligible purchase transaction or amount selected to create a My Chase Plan. The My Chase Plan \u001b[0m\n",
+       "\u001b[32mFee will be determined at the time each My Chase Plan is created and will remain the same until the My Chase Plan \u001b[0m\n",
+       "\u001b[32mis paid in full.'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\n",
        "        \u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'transaction fees'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
        "        \u001b[1m{\u001b[0m\n",
-       "            \u001b[32m'index'\u001b[0m: \u001b[1;36m3\u001b[0m,\n",
        "            \u001b[32m'name'\u001b[0m: \u001b[32m'balance transfers'\u001b[0m,\n",
-       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\n",
-       "\u001b[32mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% of the \u001b[0m\n",
-       "\u001b[32mamount of each transfer, whichever is greater.'\u001b[0m,\n",
-       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m3\u001b[0m\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Either $5 or 3% of the amount of each transfer, whichever is greater, on transfers made\u001b[0m\n",
+       "\u001b[32mwithin 60 days of account opening. After that: Either $5 or 5% of the amount of each transfer, whichever is \u001b[0m\n",
+       "\u001b[32mgreater.'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m5.0\u001b[0m\n",
        "        \u001b[1m}\u001b[0m,\n",
        "        \u001b[1m{\u001b[0m\n",
-       "            \u001b[32m'index'\u001b[0m: \u001b[1;36m4\u001b[0m,\n",
        "            \u001b[32m'name'\u001b[0m: \u001b[32m'cash advances'\u001b[0m,\n",
        "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Either $10 or 5% of the amount of each transaction, whichever is greater.'\u001b[0m,\n",
-       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m5\u001b[0m\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m10.0\u001b[0m\n",
        "        \u001b[1m}\u001b[0m,\n",
        "        \u001b[1m{\u001b[0m\n",
-       "            \u001b[32m'index'\u001b[0m: \u001b[1;36m5\u001b[0m,\n",
        "            \u001b[32m'name'\u001b[0m: \u001b[32m'foreign transactions'\u001b[0m,\n",
-       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Foreign Transactions 3% of the amount of each transaction in U.S. dollars.'\u001b[0m,\n",
-       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m3\u001b[0m\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'3% of the amount of each transaction in U.S. dollars.'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m3.0\u001b[0m\n",
        "        \u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'index'\u001b[0m: \u001b[1;36m6\u001b[0m, \u001b[32m'name'\u001b[0m: \u001b[32m'late payment'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Late Payment Up to $40.'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'index'\u001b[0m: \u001b[1;36m7\u001b[0m, \u001b[32m'name'\u001b[0m: \u001b[32m'over the'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Over-the-Credit-Limit None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'index'\u001b[0m: \u001b[1;36m8\u001b[0m, \u001b[32m'name'\u001b[0m: \u001b[32m'return payment'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Return Payment Up to $40.'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'index'\u001b[0m: \u001b[1;36m9\u001b[0m, \u001b[32m'name'\u001b[0m: \u001b[32m'return check'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Return Check None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'penalty fees'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'late payment'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Up to $40.'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m40.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'over the'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'return payment'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'Up to $40.'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m40.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'return check'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m\n",
        "    \u001b[1m]\u001b[0m,\n",
-       "    \u001b[32m'interest_rates'\u001b[0m: \u001b[1m{\u001b[0m\n",
-       "        \u001b[32m'purchase'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'apr'\u001b[0m: \u001b[1;36m0\u001b[0m, \u001b[32m'after_apr'\u001b[0m: \u001b[1;36m19.49\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[32m'my_chase_loan'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'apr'\u001b[0m: \u001b[1;36m19.49\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[32m'balance_transfer'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'apr'\u001b[0m: \u001b[1;36m0\u001b[0m, \u001b[32m'after_apr'\u001b[0m: \u001b[1;36m19.49\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[32m'cash_advance'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'apr'\u001b[0m: \u001b[1;36m29.49\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[32m'penalty'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'apr'\u001b[0m: \u001b[1;36m0\u001b[0m, \u001b[32m'maximum_apr'\u001b[0m: \u001b[1;36m29.99\u001b[0m\u001b[1m}\u001b[0m\n",
-       "    \u001b[1m}\u001b[0m\n",
+       "    \u001b[32m'interest_rates'\u001b[0m: \u001b[1m[\u001b[0m\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'purchase/my chase loan/balance transfer'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m19.49\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'cash advance'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m29.49\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'penalty'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m29.99\u001b[0m\u001b[1m}\u001b[0m\n",
+       "    \u001b[1m]\u001b[0m\n",
        "\u001b[1m}\u001b[0m\n"
       ]
      },
@@ -479,7 +340,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 136,
    "metadata": {},
    "outputs": [
     {
@@ -619,25 +480,36 @@
        "│   │ │ Given below is XML that describes the information to extract from this document and the tags to extract │ │\n",
        "│   │ │ it into.                                                                                                │ │\n",
        "│   │ │                                                                                                         │ │\n",
-       "│   │ │                                                                                                         │ │\n",
        "│   │ │ <output>                                                                                                │ │\n",
        "│   │ │     <list name=\"fees\" description=\"What fees and charges are associated with my account?\">              │ │\n",
        "│   │ │         <object>                                                                                        │ │\n",
-       "│   │ │             <integer name=\"index\" format=\"1-indexed\"/>                                                  │ │\n",
-       "│   │ │             <string name=\"name\" format=\"lower-case; two-words\"/>                                        │ │\n",
-       "│   │ │             <string name=\"explanation\" format=\"one-line\"/>                                              │ │\n",
-       "│   │ │             <float name=\"value\" format=\"percentage\"/>                                                   │ │\n",
+       "│   │ │             <string name=\"name\" format=\"guardrails/lowercase; guardrails/two_words\"/>                   │ │\n",
+       "│   │ │             <string name=\"explanation\" format=\"guardrails/one_line\"/>                                   │ │\n",
+       "│   │ │             <float name=\"value\" description=\"The fee amount in USD or as a percentage.\"/>               │ │\n",
+       "│   │ │         </object>                                                                                       │ │\n",
+       "│   │ │     </list>                                                                                             │ │\n",
+       "│   │ │     <list name=\"interest_rates\" description=\"What are the interest rates offered by the bank on         │ │\n",
+       "│   │ │ different kinds of accounts and products?\">                                                             │ │\n",
+       "│   │ │         <object>                                                                                        │ │\n",
+       "│   │ │             <string name=\"account_type\" format=\"guardrails/lowercase\"/>                                 │ │\n",
+       "│   │ │             <float name=\"rate\" description=\"The annual percentage rate (APR) for the account type.\"/>   │ │\n",
        "│   │ │         </object>                                                                                       │ │\n",
        "│   │ │     </list>                                                                                             │ │\n",
-       "│   │ │     <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on       │ │\n",
-       "│   │ │ savings and checking accounts, loans, and credit products?\"/>                                           │ │\n",
        "│   │ │ </output>                                                                                               │ │\n",
        "│   │ │                                                                                                         │ │\n",
        "│   │ │                                                                                                         │ │\n",
+       "│   │ │ ONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the │ │\n",
+       "│   │ │ `name` attribute of the corresponding XML, and the value is of the type specified by the corresponding  │ │\n",
+       "│   │ │ XML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g.        │ │\n",
+       "│   │ │ requests for lists, objects and specific types. Be correct and concise.                                 │ │\n",
+       "│   │ │                                                                                                         │ │\n",
+       "│   │ │ Here are examples of simple (XML, JSON) pairs that show the expected behavior:                          │ │\n",
+       "│   │ │ - `<string name='foo' format='two-words lower-case' />` => `{'foo': 'example one'}`                     │ │\n",
+       "│   │ │ - `<list name='bar'><string format='upper-case' /></list>` => `{\"bar\": ['STRING ONE', 'STRING TWO',     │ │\n",
+       "│   │ │ etc.]}`                                                                                                 │ │\n",
+       "│   │ │ - `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\"          │ │\n",
+       "│   │ │ format=\"1-indexed\" /></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`                        │ │\n",
        "│   │ │                                                                                                         │ │\n",
-       "│   │ │ ONLY return a valid JSON object (no other text is necessary). The JSON MUST conform to the XML format,  │ │\n",
-       "│   │ │ including any types and format requests e.g. requests for lists, objects and specific types. Be correct │ │\n",
-       "│   │ │ and concise.                                                                                            │ │\n",
        "│   │ │                                                                                                         │ │\n",
        "│   │ │                                                                                                         │ │\n",
        "│   │ │ Json Output:                                                                                            │ │\n",
@@ -651,175 +523,180 @@
        "│   │ │ {                                                                                                       │ │\n",
        "│   │ │     \"fees\": [                                                                                           │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 1,                                                                                 │ │\n",
-       "│   │ │             \"name\": \"annual membership\",                                                                │ │\n",
-       "│   │ │             \"explanation\": \"Annual Membership Fee\",                                                     │ │\n",
+       "│   │ │             \"name\": \"annual membership fee\",                                                            │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
        "│   │ │             \"value\": 0                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 2,                                                                                 │ │\n",
-       "│   │ │             \"name\": \"my chase plan\",                                                                    │ │\n",
-       "│   │ │             \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",                                  │ │\n",
-       "│   │ │             \"value\": 1.72                                                                               │ │\n",
+       "│   │ │             \"name\": \"my chase plan fee\",                                                                │ │\n",
+       "│   │ │             \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "│   │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
+       "│   │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
+       "│   │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
+       "│   │ │ will remain the same until the My Chase Plan is paid in full.\",                                         │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 3,                                                                                 │ │\n",
-       "│   │ │             \"name\": \"balance transfers\",                                                                │ │\n",
-       "│   │ │             \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each        │ │\n",
-       "│   │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
-       "│   │ │ $5 or 5% of the amount of each transfer, whichever is greater.\",                                        │ │\n",
-       "│   │ │             \"value\": 3                                                                                  │ │\n",
+       "│   │ │             \"name\": \"transaction fees\",                                                                 │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"balance transfers intro fee\",                                                      │ │\n",
+       "│   │ │             \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on    │ │\n",
+       "│   │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
+       "│   │ │ transfer, whichever is greater.\",                                                                       │ │\n",
+       "│   │ │             \"value\": 5                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 4,                                                                                 │ │\n",
        "│   │ │             \"name\": \"cash advances\",                                                                    │ │\n",
        "│   │ │             \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\", │ │\n",
-       "│   │ │             \"value\": 5                                                                                  │ │\n",
+       "│   │ │             \"value\": 10                                                                                 │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 5,                                                                                 │ │\n",
        "│   │ │             \"name\": \"foreign transactions\",                                                             │ │\n",
-       "│   │ │             \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S.           │ │\n",
-       "│   │ │ dollars.\",                                                                                              │ │\n",
+       "│   │ │             \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                     │ │\n",
        "│   │ │             \"value\": 3                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 6,                                                                                 │ │\n",
-       "│   │ │             \"name\": \"late payment\",                                                                     │ │\n",
-       "│   │ │             \"explanation\": \"Late Payment Up to $40.\",                                                   │ │\n",
+       "│   │ │             \"name\": \"penalty fees\",                                                                     │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
        "│   │ │             \"value\": 0                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 7,                                                                                 │ │\n",
+       "│   │ │             \"name\": \"late payment\",                                                                     │ │\n",
+       "│   │ │             \"explanation\": \"Up to $40.\",                                                                │ │\n",
+       "│   │ │             \"value\": 40                                                                                 │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
        "│   │ │             \"name\": \"over-the-credit-limit\",                                                            │ │\n",
-       "│   │ │             \"explanation\": \"Over-the-Credit-Limit None\",                                                │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
        "│   │ │             \"value\": 0                                                                                  │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 8,                                                                                 │ │\n",
        "│   │ │             \"name\": \"return payment\",                                                                   │ │\n",
-       "│   │ │             \"explanation\": \"Return Payment Up to $40.\",                                                 │ │\n",
-       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │             \"explanation\": \"Up to $40.\",                                                                │ │\n",
+       "│   │ │             \"value\": 40                                                                                 │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             \"index\": 9,                                                                                 │ │\n",
        "│   │ │             \"name\": \"return check\",                                                                     │ │\n",
-       "│   │ │             \"explanation\": \"Return Check None\",                                                         │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
        "│   │ │             \"value\": 0                                                                                  │ │\n",
        "│   │ │         }                                                                                               │ │\n",
        "│   │ │     ],                                                                                                  │ │\n",
-       "│   │ │     \"interest_rates\": {                                                                                 │ │\n",
-       "│   │ │         \"purchase\": {                                                                                   │ │\n",
-       "│   │ │             \"apr\": 0,                                                                                   │ │\n",
-       "│   │ │             \"after_apr\": 19.49                                                                          │ │\n",
-       "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         \"my_chase_loan\": {                                                                              │ │\n",
-       "│   │ │             \"apr\": 19.49                                                                                │ │\n",
-       "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         \"balance_transfer\": {                                                                           │ │\n",
-       "│   │ │             \"apr\": 0,                                                                                   │ │\n",
-       "│   │ │             \"after_apr\": 19.49                                                                          │ │\n",
+       "│   │ │     \"interest_rates\": [                                                                                 │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"purchase/my chase loan/balance transfer\",                                  │ │\n",
+       "│   │ │             \"rate\": 19.49                                                                               │ │\n",
        "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         \"cash_advance\": {                                                                               │ │\n",
-       "│   │ │             \"apr\": 29.49                                                                                │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"cash advance\",                                                             │ │\n",
+       "│   │ │             \"rate\": 29.49                                                                               │ │\n",
        "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         \"penalty\": {                                                                                    │ │\n",
-       "│   │ │             \"apr\": 0,                                                                                   │ │\n",
-       "│   │ │             \"maximum_apr\": 29.99                                                                        │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"penalty\",                                                                  │ │\n",
+       "│   │ │             \"rate\": 29.99                                                                               │ │\n",
        "│   │ │         }                                                                                               │ │\n",
-       "│   │ │     }                                                                                                   │ │\n",
+       "│   │ │     ]                                                                                                   │ │\n",
        "│   │ │ }                                                                                                       │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   │ ╭─────────────────────────────────────────── Validated Output ────────────────────────────────────────────╮ │\n",
        "│   │ │ {                                                                                                       │ │\n",
        "│   │ │     'fees': [                                                                                           │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 1,                                                                                 │ │\n",
-       "│   │ │             'name': 'annual membership',                                                                │ │\n",
-       "│   │ │             'explanation': 'Annual Membership Fee',                                                     │ │\n",
+       "│   │ │             'name': FieldReAsk(                                                                         │ │\n",
+       "│   │ │                 incorrect_value='annual membership fee',                                                │ │\n",
+       "│   │ │                 fail_results=[                                                                          │ │\n",
+       "│   │ │                     FailResult(                                                                         │ │\n",
+       "│   │ │                         outcome='fail',                                                                 │ │\n",
+       "│   │ │                         metadata=None,                                                                  │ │\n",
+       "│   │ │                         error_message='Value must be exactly two words',                                │ │\n",
+       "│   │ │                         fix_value='annual membership'                                                   │ │\n",
+       "│   │ │                     )                                                                                   │ │\n",
+       "│   │ │                 ],                                                                                      │ │\n",
+       "│   │ │                 path=['fees', 0, 'name']                                                                │ │\n",
+       "│   │ │             ),                                                                                          │ │\n",
+       "│   │ │             'explanation': 'None',                                                                      │ │\n",
        "│   │ │             'value': 0.0                                                                                │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 2,                                                                                 │ │\n",
        "│   │ │             'name': FieldReAsk(                                                                         │ │\n",
-       "│   │ │                 incorrect_value='my chase plan',                                                        │ │\n",
+       "│   │ │                 incorrect_value='my chase plan fee',                                                    │ │\n",
        "│   │ │                 fail_results=[                                                                          │ │\n",
        "│   │ │                     FailResult(                                                                         │ │\n",
        "│   │ │                         outcome='fail',                                                                 │ │\n",
        "│   │ │                         metadata=None,                                                                  │ │\n",
-       "│   │ │                         error_message='must be exactly two words',                                      │ │\n",
+       "│   │ │                         error_message='Value must be exactly two words',                                │ │\n",
        "│   │ │                         fix_value='my chase'                                                            │ │\n",
        "│   │ │                     )                                                                                   │ │\n",
        "│   │ │                 ],                                                                                      │ │\n",
        "│   │ │                 path=['fees', 1, 'name']                                                                │ │\n",
        "│   │ │             ),                                                                                          │ │\n",
-       "│   │ │             'explanation': 'My Chase Plan Fee (fixed finance charge)',                                  │ │\n",
-       "│   │ │             'value': 1.72                                                                               │ │\n",
+       "│   │ │             'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "│   │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
+       "│   │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
+       "│   │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
+       "│   │ │ will remain the same until the My Chase Plan is paid in full.',                                         │ │\n",
+       "│   │ │             'value': 0.0                                                                                │ │\n",
        "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {'name': 'transaction fees', 'explanation': 'None', 'value': 0.0},                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 3,                                                                                 │ │\n",
-       "│   │ │             'name': 'balance transfers',                                                                │ │\n",
-       "│   │ │             'explanation': 'Balance Transfers Intro fee of either $5 or 3% of the amount of each        │ │\n",
-       "│   │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
-       "│   │ │ $5 or 5% of the amount of each transfer, whichever is greater.',                                        │ │\n",
-       "│   │ │             'value': 3.0                                                                                │ │\n",
+       "│   │ │             'name': FieldReAsk(                                                                         │ │\n",
+       "│   │ │                 incorrect_value='balance transfers intro fee',                                          │ │\n",
+       "│   │ │                 fail_results=[                                                                          │ │\n",
+       "│   │ │                     FailResult(                                                                         │ │\n",
+       "│   │ │                         outcome='fail',                                                                 │ │\n",
+       "│   │ │                         metadata=None,                                                                  │ │\n",
+       "│   │ │                         error_message='Value must be exactly two words',                                │ │\n",
+       "│   │ │                         fix_value='balance transfers'                                                   │ │\n",
+       "│   │ │                     )                                                                                   │ │\n",
+       "│   │ │                 ],                                                                                      │ │\n",
+       "│   │ │                 path=['fees', 3, 'name']                                                                │ │\n",
+       "│   │ │             ),                                                                                          │ │\n",
+       "│   │ │             'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, on    │ │\n",
+       "│   │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
+       "│   │ │ transfer, whichever is greater.',                                                                       │ │\n",
+       "│   │ │             'value': 5.0                                                                                │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 4,                                                                                 │ │\n",
        "│   │ │             'name': 'cash advances',                                                                    │ │\n",
        "│   │ │             'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is greater.', │ │\n",
-       "│   │ │             'value': 5.0                                                                                │ │\n",
+       "│   │ │             'value': 10.0                                                                               │ │\n",
        "│   │ │         },                                                                                              │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 5,                                                                                 │ │\n",
        "│   │ │             'name': 'foreign transactions',                                                             │ │\n",
-       "│   │ │             'explanation': 'Foreign Transactions 3% of the amount of each transaction in U.S.           │ │\n",
-       "│   │ │ dollars.',                                                                                              │ │\n",
+       "│   │ │             'explanation': '3% of the amount of each transaction in U.S. dollars.',                     │ │\n",
        "│   │ │             'value': 3.0                                                                                │ │\n",
        "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {'name': 'penalty fees', 'explanation': 'None', 'value': 0.0},                                  │ │\n",
+       "│   │ │         {'name': 'late payment', 'explanation': 'Up to $40.', 'value': 40.0},                           │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 6,                                                                                 │ │\n",
-       "│   │ │             'name': 'late payment',                                                                     │ │\n",
-       "│   │ │             'explanation': 'Late Payment Up to $40.',                                                   │ │\n",
-       "│   │ │             'value': 0.0                                                                                │ │\n",
-       "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 7,                                                                                 │ │\n",
        "│   │ │             'name': FieldReAsk(                                                                         │ │\n",
        "│   │ │                 incorrect_value='over-the-credit-limit',                                                │ │\n",
        "│   │ │                 fail_results=[                                                                          │ │\n",
        "│   │ │                     FailResult(                                                                         │ │\n",
        "│   │ │                         outcome='fail',                                                                 │ │\n",
        "│   │ │                         metadata=None,                                                                  │ │\n",
-       "│   │ │                         error_message='must be exactly two words',                                      │ │\n",
+       "│   │ │                         error_message='Value must be exactly two words',                                │ │\n",
        "│   │ │                         fix_value='over the'                                                            │ │\n",
        "│   │ │                     )                                                                                   │ │\n",
        "│   │ │                 ],                                                                                      │ │\n",
-       "│   │ │                 path=['fees', 6, 'name']                                                                │ │\n",
+       "│   │ │                 path=['fees', 8, 'name']                                                                │ │\n",
        "│   │ │             ),                                                                                          │ │\n",
-       "│   │ │             'explanation': 'Over-the-Credit-Limit None',                                                │ │\n",
+       "│   │ │             'explanation': 'None',                                                                      │ │\n",
        "│   │ │             'value': 0.0                                                                                │ │\n",
        "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {'name': 'return payment', 'explanation': 'Up to $40.', 'value': 40.0},                         │ │\n",
+       "│   │ │         {'name': 'return check', 'explanation': 'None', 'value': 0.0}                                   │ │\n",
+       "│   │ │     ],                                                                                                  │ │\n",
+       "│   │ │     'interest_rates': [                                                                                 │ │\n",
        "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 8,                                                                                 │ │\n",
-       "│   │ │             'name': 'return payment',                                                                   │ │\n",
-       "│   │ │             'explanation': 'Return Payment Up to $40.',                                                 │ │\n",
-       "│   │ │             'value': 0.0                                                                                │ │\n",
+       "│   │ │             'account_type': 'purchase/my chase loan/balance transfer',                                  │ │\n",
+       "│   │ │             'rate': 19.49                                                                               │ │\n",
        "│   │ │         },                                                                                              │ │\n",
-       "│   │ │         {                                                                                               │ │\n",
-       "│   │ │             'index': 9,                                                                                 │ │\n",
-       "│   │ │             'name': 'return check',                                                                     │ │\n",
-       "│   │ │             'explanation': 'Return Check None',                                                         │ │\n",
-       "│   │ │             'value': 0.0                                                                                │ │\n",
-       "│   │ │         }                                                                                               │ │\n",
-       "│   │ │     ],                                                                                                  │ │\n",
-       "│   │ │     'interest_rates': {                                                                                 │ │\n",
-       "│   │ │         'purchase': {'apr': 0, 'after_apr': 19.49},                                                     │ │\n",
-       "│   │ │         'my_chase_loan': {'apr': 19.49},                                                                │ │\n",
-       "│   │ │         'balance_transfer': {'apr': 0, 'after_apr': 19.49},                                             │ │\n",
-       "│   │ │         'cash_advance': {'apr': 29.49},                                                                 │ │\n",
-       "│   │ │         'penalty': {'apr': 0, 'maximum_apr': 29.99}                                                     │ │\n",
-       "│   │ │     }                                                                                                   │ │\n",
+       "│   │ │         {'account_type': 'cash advance', 'rate': 29.49},                                                │ │\n",
+       "│   │ │         {'account_type': 'penalty', 'rate': 29.99}                                                      │ │\n",
+       "│   │ │     ]                                                                                                   │ │\n",
        "│   │ │ }                                                                                                       │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
@@ -831,92 +708,101 @@
        "    │ │ {                                                                                                       │ │\n",
        "    │ │   \"fees\": [                                                                                             │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 1,                                                                                       │ │\n",
-       "    │ │       \"name\": \"annual membership\",                                                                      │ │\n",
-       "    │ │       \"explanation\": \"Annual Membership Fee\",                                                           │ │\n",
+       "    │ │       \"name\": {                                                                                         │ │\n",
+       "    │ │         \"incorrect_value\": \"annual membership fee\",                                                     │ │\n",
+       "    │ │         \"error_messages\": [                                                                             │ │\n",
+       "    │ │           \"Value must be exactly two words\"                                                             │ │\n",
+       "    │ │         ]                                                                                               │ │\n",
+       "    │ │       },                                                                                                │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 2,                                                                                       │ │\n",
        "    │ │       \"name\": {                                                                                         │ │\n",
-       "    │ │         \"incorrect_value\": \"my chase plan\",                                                             │ │\n",
+       "    │ │         \"incorrect_value\": \"my chase plan fee\",                                                         │ │\n",
        "    │ │         \"error_messages\": [                                                                             │ │\n",
-       "    │ │           \"must be exactly two words\"                                                                   │ │\n",
+       "    │ │           \"Value must be exactly two words\"                                                             │ │\n",
        "    │ │         ]                                                                                               │ │\n",
        "    │ │       },                                                                                                │ │\n",
-       "    │ │       \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",                                        │ │\n",
-       "    │ │       \"value\": 1.72                                                                                     │ │\n",
+       "    │ │       \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount   │ │\n",
+       "    │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee   │ │\n",
+       "    │ │ of 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase    │ │\n",
+       "    │ │ Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will       │ │\n",
+       "    │ │ remain the same until the My Chase Plan is paid in full.\",                                              │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 3,                                                                                       │ │\n",
-       "    │ │       \"name\": \"balance transfers\",                                                                      │ │\n",
-       "    │ │       \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer,    │ │\n",
-       "    │ │ whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5%  │ │\n",
-       "    │ │ of the amount of each transfer, whichever is greater.\",                                                 │ │\n",
-       "    │ │       \"value\": 3.0                                                                                      │ │\n",
+       "    │ │       \"name\": \"transaction fees\",                                                                       │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": {                                                                                         │ │\n",
+       "    │ │         \"incorrect_value\": \"balance transfers intro fee\",                                               │ │\n",
+       "    │ │         \"error_messages\": [                                                                             │ │\n",
+       "    │ │           \"Value must be exactly two words\"                                                             │ │\n",
+       "    │ │         ]                                                                                               │ │\n",
+       "    │ │       },                                                                                                │ │\n",
+       "    │ │       \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on          │ │\n",
+       "    │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
+       "    │ │ transfer, whichever is greater.\",                                                                       │ │\n",
+       "    │ │       \"value\": 5.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 4,                                                                                       │ │\n",
        "    │ │       \"name\": \"cash advances\",                                                                          │ │\n",
        "    │ │       \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",       │ │\n",
-       "    │ │       \"value\": 5.0                                                                                      │ │\n",
+       "    │ │       \"value\": 10.0                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 5,                                                                                       │ │\n",
        "    │ │       \"name\": \"foreign transactions\",                                                                   │ │\n",
-       "    │ │       \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S. dollars.\",      │ │\n",
+       "    │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                           │ │\n",
        "    │ │       \"value\": 3.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 6,                                                                                       │ │\n",
-       "    │ │       \"name\": \"late payment\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"Late Payment Up to $40.\",                                                         │ │\n",
+       "    │ │       \"name\": \"penalty fees\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 7,                                                                                       │ │\n",
+       "    │ │       \"name\": \"late payment\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
+       "    │ │       \"value\": 40.0                                                                                     │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
        "    │ │       \"name\": {                                                                                         │ │\n",
        "    │ │         \"incorrect_value\": \"over-the-credit-limit\",                                                     │ │\n",
        "    │ │         \"error_messages\": [                                                                             │ │\n",
-       "    │ │           \"must be exactly two words\"                                                                   │ │\n",
+       "    │ │           \"Value must be exactly two words\"                                                             │ │\n",
        "    │ │         ]                                                                                               │ │\n",
        "    │ │       },                                                                                                │ │\n",
-       "    │ │       \"explanation\": \"Over-the-Credit-Limit None\",                                                      │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 8,                                                                                       │ │\n",
        "    │ │       \"name\": \"return payment\",                                                                         │ │\n",
-       "    │ │       \"explanation\": \"Return Payment Up to $40.\",                                                       │ │\n",
-       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
+       "    │ │       \"value\": 40.0                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 9,                                                                                       │ │\n",
        "    │ │       \"name\": \"return check\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"Return Check None\",                                                               │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     }                                                                                                   │ │\n",
        "    │ │   ],                                                                                                    │ │\n",
-       "    │ │   \"interest_rates\": {                                                                                   │ │\n",
-       "    │ │     \"purchase\": {                                                                                       │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"after_apr\": 19.49                                                                                │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"my_chase_loan\": {                                                                                  │ │\n",
-       "    │ │       \"apr\": 19.49                                                                                      │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"balance_transfer\": {                                                                               │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"after_apr\": 19.49                                                                                │ │\n",
+       "    │ │   \"interest_rates\": [                                                                                   │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"purchase/my chase loan/balance transfer\",                                        │ │\n",
+       "    │ │       \"rate\": 19.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"cash_advance\": {                                                                                   │ │\n",
-       "    │ │       \"apr\": 29.49                                                                                      │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"cash advance\",                                                                   │ │\n",
+       "    │ │       \"rate\": 29.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"penalty\": {                                                                                        │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"maximum_apr\": 29.99                                                                              │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"penalty\",                                                                        │ │\n",
+       "    │ │       \"rate\": 29.99                                                                                     │ │\n",
        "    │ │     }                                                                                                   │ │\n",
-       "    │ │   }                                                                                                     │ │\n",
+       "    │ │   ]                                                                                                     │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ │                                                                                                         │ │\n",
        "    │ │ Help me correct the incorrect values based on the given error messages.                                 │ │\n",
@@ -927,14 +813,18 @@
        "    │ │ <output>                                                                                                │ │\n",
        "    │ │     <list name=\"fees\" description=\"What fees and charges are associated with my account?\">              │ │\n",
        "    │ │         <object>                                                                                        │ │\n",
-       "    │ │             <integer name=\"index\" format=\"1-indexed\"/>                                                  │ │\n",
-       "    │ │             <string name=\"name\" format=\"lower-case; two-words\"/>                                        │ │\n",
-       "    │ │             <string name=\"explanation\" format=\"one-line\"/>                                              │ │\n",
-       "    │ │             <float name=\"value\" format=\"percentage\"/>                                                   │ │\n",
+       "    │ │             <string name=\"name\" format=\"guardrails/lowercase; guardrails/two_words\"/>                   │ │\n",
+       "    │ │             <string name=\"explanation\" format=\"guardrails/one_line\"/>                                   │ │\n",
+       "    │ │             <float name=\"value\" description=\"The fee amount in USD or as a percentage.\"/>               │ │\n",
+       "    │ │         </object>                                                                                       │ │\n",
+       "    │ │     </list>                                                                                             │ │\n",
+       "    │ │     <list name=\"interest_rates\" description=\"What are the interest rates offered by the bank on         │ │\n",
+       "    │ │ different kinds of accounts and products?\">                                                             │ │\n",
+       "    │ │         <object>                                                                                        │ │\n",
+       "    │ │             <string name=\"account_type\" format=\"guardrails/lowercase\"/>                                 │ │\n",
+       "    │ │             <float name=\"rate\" description=\"The annual percentage rate (APR) for the account type.\"/>   │ │\n",
        "    │ │         </object>                                                                                       │ │\n",
        "    │ │     </list>                                                                                             │ │\n",
-       "    │ │     <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on       │ │\n",
-       "    │ │ savings and checking accounts, loans, and credit products?\"/>                                           │ │\n",
        "    │ │ </output>                                                                                               │ │\n",
        "    │ │                                                                                                         │ │\n",
        "    │ │                                                                                                         │ │\n",
@@ -956,152 +846,128 @@
        "    │ │ {                                                                                                       │ │\n",
        "    │ │   \"fees\": [                                                                                             │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 1,                                                                                       │ │\n",
-       "    │ │       \"name\": \"annual_membership\",                                                                      │ │\n",
-       "    │ │       \"explanation\": \"Annual Membership Fee\",                                                           │ │\n",
+       "    │ │       \"name\": \"annual membership fee\",                                                                  │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"my chase plan fee\",                                                                      │ │\n",
+       "    │ │       \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount   │ │\n",
+       "    │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee   │ │\n",
+       "    │ │ of 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase    │ │\n",
+       "    │ │ Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will       │ │\n",
+       "    │ │ remain the same until the My Chase Plan is paid in full.\",                                              │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 2,                                                                                       │ │\n",
-       "    │ │       \"name\": \"my_chase_plan\",                                                                          │ │\n",
-       "    │ │       \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",                                        │ │\n",
-       "    │ │       \"value\": 1.72                                                                                     │ │\n",
+       "    │ │       \"name\": \"transaction fees\",                                                                       │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 3,                                                                                       │ │\n",
-       "    │ │       \"name\": \"balance_transfers\",                                                                      │ │\n",
-       "    │ │       \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer,    │ │\n",
-       "    │ │ whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5%  │ │\n",
-       "    │ │ of the amount of each transfer, whichever is greater.\",                                                 │ │\n",
-       "    │ │       \"value\": 3.0                                                                                      │ │\n",
+       "    │ │       \"name\": \"balance transfers intro fee\",                                                            │ │\n",
+       "    │ │       \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on          │ │\n",
+       "    │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
+       "    │ │ transfer, whichever is greater.\",                                                                       │ │\n",
+       "    │ │       \"value\": 5.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 4,                                                                                       │ │\n",
-       "    │ │       \"name\": \"cash_advances\",                                                                          │ │\n",
+       "    │ │       \"name\": \"cash advances\",                                                                          │ │\n",
        "    │ │       \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",       │ │\n",
-       "    │ │       \"value\": 5.0                                                                                      │ │\n",
+       "    │ │       \"value\": 10.0                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 5,                                                                                       │ │\n",
-       "    │ │       \"name\": \"foreign_transactions\",                                                                   │ │\n",
-       "    │ │       \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S. dollars.\",      │ │\n",
+       "    │ │       \"name\": \"foreign transactions\",                                                                   │ │\n",
+       "    │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                           │ │\n",
        "    │ │       \"value\": 3.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 6,                                                                                       │ │\n",
-       "    │ │       \"name\": \"late_payment\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"Late Payment Up to $40.\",                                                         │ │\n",
+       "    │ │       \"name\": \"penalty fees\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 7,                                                                                       │ │\n",
-       "    │ │       \"name\": \"over_the_credit_limit\",                                                                  │ │\n",
-       "    │ │       \"explanation\": \"Over-the-Credit-Limit None\",                                                      │ │\n",
-       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │       \"name\": \"late payment\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
+       "    │ │       \"value\": 40.0                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 8,                                                                                       │ │\n",
-       "    │ │       \"name\": \"return_payment\",                                                                         │ │\n",
-       "    │ │       \"explanation\": \"Return Payment Up to $40.\",                                                       │ │\n",
+       "    │ │       \"name\": \"over-the-credit-limit\",                                                                  │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 9,                                                                                       │ │\n",
-       "    │ │       \"name\": \"return_check\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"Return Check None\",                                                               │ │\n",
+       "    │ │       \"name\": \"return payment\",                                                                         │ │\n",
+       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
+       "    │ │       \"value\": 40.0                                                                                     │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"return check\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     }                                                                                                   │ │\n",
        "    │ │   ],                                                                                                    │ │\n",
-       "    │ │   \"interest_rates\": {                                                                                   │ │\n",
-       "    │ │     \"purchase\": {                                                                                       │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"after_apr\": 19.49                                                                                │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"my_chase_loan\": {                                                                                  │ │\n",
-       "    │ │       \"apr\": 19.49                                                                                      │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"balance_transfer\": {                                                                               │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"after_apr\": 19.49                                                                                │ │\n",
+       "    │ │   \"interest_rates\": [                                                                                   │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"purchase/my chase loan/balance transfer\",                                        │ │\n",
+       "    │ │       \"rate\": 19.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"cash_advance\": {                                                                                   │ │\n",
-       "    │ │       \"apr\": 29.49                                                                                      │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"cash advance\",                                                                   │ │\n",
+       "    │ │       \"rate\": 29.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
-       "    │ │     \"penalty\": {                                                                                        │ │\n",
-       "    │ │       \"apr\": 0,                                                                                         │ │\n",
-       "    │ │       \"maximum_apr\": 29.99                                                                              │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"penalty\",                                                                        │ │\n",
+       "    │ │       \"rate\": 29.99                                                                                     │ │\n",
        "    │ │     }                                                                                                   │ │\n",
-       "    │ │   }                                                                                                     │ │\n",
+       "    │ │   ]                                                                                                     │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭─────────────────────────────────────────── Validated Output ────────────────────────────────────────────╮ │\n",
        "    │ │ {                                                                                                       │ │\n",
        "    │ │     'fees': [                                                                                           │ │\n",
+       "    │ │         {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},                             │ │\n",
        "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 1,                                                                                 │ │\n",
-       "    │ │             'name': 'annual membership',                                                                │ │\n",
-       "    │ │             'explanation': 'Annual Membership Fee',                                                     │ │\n",
-       "    │ │             'value': 0.0                                                                                │ │\n",
-       "    │ │         },                                                                                              │ │\n",
-       "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 2,                                                                                 │ │\n",
        "    │ │             'name': 'my chase',                                                                         │ │\n",
-       "    │ │             'explanation': 'My Chase Plan Fee (fixed finance charge)',                                  │ │\n",
-       "    │ │             'value': 1.72                                                                               │ │\n",
+       "    │ │             'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "    │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
+       "    │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
+       "    │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
+       "    │ │ will remain the same until the My Chase Plan is paid in full.',                                         │ │\n",
+       "    │ │             'value': 0.0                                                                                │ │\n",
        "    │ │         },                                                                                              │ │\n",
+       "    │ │         {'name': 'transaction fees', 'explanation': 'None', 'value': 0.0},                              │ │\n",
        "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 3,                                                                                 │ │\n",
        "    │ │             'name': 'balance transfers',                                                                │ │\n",
-       "    │ │             'explanation': 'Balance Transfers Intro fee of either $5 or 3% of the amount of each        │ │\n",
-       "    │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
-       "    │ │ $5 or 5% of the amount of each transfer, whichever is greater.',                                        │ │\n",
-       "    │ │             'value': 3.0                                                                                │ │\n",
+       "    │ │             'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, on    │ │\n",
+       "    │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
+       "    │ │ transfer, whichever is greater.',                                                                       │ │\n",
+       "    │ │             'value': 5.0                                                                                │ │\n",
        "    │ │         },                                                                                              │ │\n",
        "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 4,                                                                                 │ │\n",
        "    │ │             'name': 'cash advances',                                                                    │ │\n",
        "    │ │             'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is greater.', │ │\n",
-       "    │ │             'value': 5.0                                                                                │ │\n",
+       "    │ │             'value': 10.0                                                                               │ │\n",
        "    │ │         },                                                                                              │ │\n",
        "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 5,                                                                                 │ │\n",
        "    │ │             'name': 'foreign transactions',                                                             │ │\n",
-       "    │ │             'explanation': 'Foreign Transactions 3% of the amount of each transaction in U.S.           │ │\n",
-       "    │ │ dollars.',                                                                                              │ │\n",
+       "    │ │             'explanation': '3% of the amount of each transaction in U.S. dollars.',                     │ │\n",
        "    │ │             'value': 3.0                                                                                │ │\n",
        "    │ │         },                                                                                              │ │\n",
+       "    │ │         {'name': 'penalty fees', 'explanation': 'None', 'value': 0.0},                                  │ │\n",
+       "    │ │         {'name': 'late payment', 'explanation': 'Up to $40.', 'value': 40.0},                           │ │\n",
+       "    │ │         {'name': 'over the', 'explanation': 'None', 'value': 0.0},                                      │ │\n",
+       "    │ │         {'name': 'return payment', 'explanation': 'Up to $40.', 'value': 40.0},                         │ │\n",
+       "    │ │         {'name': 'return check', 'explanation': 'None', 'value': 0.0}                                   │ │\n",
+       "    │ │     ],                                                                                                  │ │\n",
+       "    │ │     'interest_rates': [                                                                                 │ │\n",
        "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 6,                                                                                 │ │\n",
-       "    │ │             'name': 'late payment',                                                                     │ │\n",
-       "    │ │             'explanation': 'Late Payment Up to $40.',                                                   │ │\n",
-       "    │ │             'value': 0.0                                                                                │ │\n",
-       "    │ │         },                                                                                              │ │\n",
-       "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 7,                                                                                 │ │\n",
-       "    │ │             'name': 'over the',                                                                         │ │\n",
-       "    │ │             'explanation': 'Over-the-Credit-Limit None',                                                │ │\n",
-       "    │ │             'value': 0.0                                                                                │ │\n",
+       "    │ │             'account_type': 'purchase/my chase loan/balance transfer',                                  │ │\n",
+       "    │ │             'rate': 19.49                                                                               │ │\n",
        "    │ │         },                                                                                              │ │\n",
-       "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 8,                                                                                 │ │\n",
-       "    │ │             'name': 'return payment',                                                                   │ │\n",
-       "    │ │             'explanation': 'Return Payment Up to $40.',                                                 │ │\n",
-       "    │ │             'value': 0.0                                                                                │ │\n",
-       "    │ │         },                                                                                              │ │\n",
-       "    │ │         {                                                                                               │ │\n",
-       "    │ │             'index': 9,                                                                                 │ │\n",
-       "    │ │             'name': 'return check',                                                                     │ │\n",
-       "    │ │             'explanation': 'Return Check None',                                                         │ │\n",
-       "    │ │             'value': 0.0                                                                                │ │\n",
-       "    │ │         }                                                                                               │ │\n",
-       "    │ │     ],                                                                                                  │ │\n",
-       "    │ │     'interest_rates': {                                                                                 │ │\n",
-       "    │ │         'purchase': {'apr': 0, 'after_apr': 19.49},                                                     │ │\n",
-       "    │ │         'my_chase_loan': {'apr': 19.49},                                                                │ │\n",
-       "    │ │         'balance_transfer': {'apr': 0, 'after_apr': 19.49},                                             │ │\n",
-       "    │ │         'cash_advance': {'apr': 29.49},                                                                 │ │\n",
-       "    │ │         'penalty': {'apr': 0, 'maximum_apr': 29.99}                                                     │ │\n",
-       "    │ │     }                                                                                                   │ │\n",
+       "    │ │         {'account_type': 'cash advance', 'rate': 29.49},                                                │ │\n",
+       "    │ │         {'account_type': 'penalty', 'rate': 29.99}                                                      │ │\n",
+       "    │ │     ]                                                                                                   │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
@@ -1242,25 +1108,36 @@
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mGiven below is XML that describes the information to extract from this document and the tags to extract\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mit into.\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m`name` attribute of the corresponding XML, and the value is of the type specified by the corresponding \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mXML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g. \u001b[0m\u001b[48;2;240;248;255m      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mrequests for lists, objects and specific types. Be correct and concise.\u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mHere are examples of simple (XML, JSON) pairs that show the expected behavior:\u001b[0m\u001b[48;2;240;248;255m                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{'foo': 'example one'}`\u001b[0m\u001b[48;2;240;248;255m                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{\"bar\": ['STRING ONE', 'STRING TWO', \u001b[0m\u001b[48;2;240;248;255m   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255metc.]}`\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{'baz': {'foo': 'Some String', 'index': 1}}`\u001b[0m\u001b[48;2;240;248;255m                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mONLY return a valid JSON object (no other text is necessary). The JSON MUST conform to the XML format, \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mincluding any types and format requests e.g. requests for lists, objects and specific types. Be correct\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mand concise.\u001b[0m\u001b[48;2;240;248;255m                                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mJson Output:\u001b[0m\u001b[48;2;240;248;255m                                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1274,175 +1151,180 @@
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"fees\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 1,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"annual membership\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Annual Membership Fee\",\u001b[0m\u001b[48;2;245;245;220m                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"annual membership fee\",\u001b[0m\u001b[48;2;245;245;220m                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 2,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"my chase plan\",\u001b[0m\u001b[48;2;245;245;220m                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",\u001b[0m\u001b[48;2;245;245;220m                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 1.72\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mwill remain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;245;245;220m                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 3,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"balance transfers\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m$5 or 5% of the amount of each transfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 3\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;245;245;220m                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;245;245;220m   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 5\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 4,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"cash advances\",\u001b[0m\u001b[48;2;245;245;220m                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 5\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 10\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 5,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S. \u001b[0m\u001b[48;2;245;245;220m         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mdollars.\",\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;245;245;220m                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 3\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 6,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"late payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Late Payment Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 7,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"late payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 40\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;245;245;220m                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Over-the-Credit-Limit None\",\u001b[0m\u001b[48;2;245;245;220m                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 8,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"return payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Return Payment Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 40\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"index\": 9,\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"return check\",\u001b[0m\u001b[48;2;245;245;220m                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Return Check None\",\u001b[0m\u001b[48;2;245;245;220m                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        }\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"interest_rates\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        \"purchase\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"after_apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        \"my_chase_loan\": {\u001b[0m\u001b[48;2;245;245;220m                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        \"balance_transfer\": {\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"after_apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"interest_rates\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;245;245;220m                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        \"cash_advance\": {\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"apr\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;245;245;220m                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        \"penalty\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"maximum_apr\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        }\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    ]\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m}\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m╭─\u001b[0m\u001b[48;2;240;255;240m──────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m Validated Output \u001b[0m\u001b[48;2;240;255;240m───────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m─╮\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m{\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 1,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'annual membership',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Annual Membership Fee',\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': FieldReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='annual membership fee',\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='Value must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        fix_value='annual membership'\u001b[0m\u001b[48;2;240;255;240m                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    )\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                ],\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 0, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            ),\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 2,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': FieldReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='my chase plan',\u001b[0m\u001b[48;2;240;255;240m                                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='my chase plan fee',\u001b[0m\u001b[48;2;240;255;240m                                                   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='Value must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        fix_value='my chase'\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    )\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                ],\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 1, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            ),\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'My Chase Plan Fee (fixed finance charge)',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 1.72\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mwill remain the same until the My Chase Plan is paid in full.',\u001b[0m\u001b[48;2;240;255;240m                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'transaction fees', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 3,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'balance transfers',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Balance Transfers Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$5 or 5% of the amount of each transfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': FieldReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='balance transfers intro fee',\u001b[0m\u001b[48;2;240;255;240m                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='Value must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        fix_value='balance transfers'\u001b[0m\u001b[48;2;240;255;240m                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    )\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                ],\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 3, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            ),\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;255;240m   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 4,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'cash advances',\u001b[0m\u001b[48;2;240;255;240m                                                                   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 10.0\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 5,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Foreign Transactions 3% of the amount of each transaction in U.S. \u001b[0m\u001b[48;2;240;255;240m         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mdollars.',\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': '3% of the amount of each transaction in U.S. dollars.',\u001b[0m\u001b[48;2;240;255;240m                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'penalty fees', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'late payment', 'explanation': 'Up to $40.', 'value': 40.0},\u001b[0m\u001b[48;2;240;255;240m                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 6,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'late payment',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Late Payment Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 7,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': FieldReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='over-the-credit-limit',\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='Value must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        fix_value='over the'\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    )\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                ],\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 6, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 8, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            ),\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Over-the-Credit-Limit None',\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'return payment', 'explanation': 'Up to $40.', 'value': 40.0},\u001b[0m\u001b[48;2;240;255;240m                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'return check', 'explanation': 'None', 'value': 0.0}\u001b[0m\u001b[48;2;240;255;240m                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': [\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 8,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'return payment',\u001b[0m\u001b[48;2;240;255;240m                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Return Payment Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'account_type': 'purchase/my chase loan/balance transfer',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'rate': 19.49\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 9,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'return check',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Return Check None',\u001b[0m\u001b[48;2;240;255;240m                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        }\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': {\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'purchase': {'apr': 0, 'after_apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'my_chase_loan': {'apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'balance_transfer': {'apr': 0, 'after_apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'cash_advance': {'apr': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'penalty': {'apr': 0, 'maximum_apr': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    }\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'cash advance', 'rate': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'penalty', 'rate': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ]\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m}\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
@@ -1454,92 +1336,101 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m{\u001b[0m\u001b[48;2;240;248;255m                                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"fees\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 1,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"annual membership\",\u001b[0m\u001b[48;2;240;248;255m                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Annual Membership Fee\",\u001b[0m\u001b[48;2;240;248;255m                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"annual membership fee\",\u001b[0m\u001b[48;2;240;248;255m                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"Value must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        ]\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 2,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"my chase plan\",\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"my chase plan fee\",\u001b[0m\u001b[48;2;240;248;255m                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"Value must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        ]\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",\u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 1.72\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mof 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mPlan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will \u001b[0m\u001b[48;2;240;248;255m     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mremain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 3,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"balance transfers\",\u001b[0m\u001b[48;2;240;248;255m                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mof the amount of each transfer, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 3.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;240;248;255m                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;240;248;255m                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"Value must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        ]\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;248;255m   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 5.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 4,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"cash advances\",\u001b[0m\u001b[48;2;240;248;255m                                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 5.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 10.0\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 5,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;240;248;255m     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;240;248;255m                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 3.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 6,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"late payment\",\u001b[0m\u001b[48;2;240;248;255m                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Late Payment Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;240;248;255m                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 7,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"late payment\",\u001b[0m\u001b[48;2;240;248;255m                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 40.0\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;240;248;255m                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"Value must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        ]\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Over-the-Credit-Limit None\",\u001b[0m\u001b[48;2;240;248;255m                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 8,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"return payment\",\u001b[0m\u001b[48;2;240;248;255m                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Return Payment Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 40.0\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"index\": 9,\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"return check\",\u001b[0m\u001b[48;2;240;248;255m                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Return Check None\",\u001b[0m\u001b[48;2;240;248;255m                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    }\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  ],\u001b[0m\u001b[48;2;240;248;255m                                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"interest_rates\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"purchase\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"apr\": 0,\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"after_apr\": 19.49\u001b[0m\u001b[48;2;240;248;255m                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"my_chase_loan\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"apr\": 19.49\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"balance_transfer\": {\u001b[0m\u001b[48;2;240;248;255m                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"apr\": 0,\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"after_apr\": 19.49\u001b[0m\u001b[48;2;240;248;255m                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"interest_rates\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 19.49\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"cash_advance\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"apr\": 29.49\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 29.49\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"penalty\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"apr\": 0,\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"maximum_apr\": 29.99\u001b[0m\u001b[48;2;240;248;255m                                                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;240;248;255m                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 29.99\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    }\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  }\u001b[0m\u001b[48;2;240;248;255m                                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  ]\u001b[0m\u001b[48;2;240;248;255m                                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m}\u001b[0m\u001b[48;2;240;248;255m                                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mHelp me correct the incorrect values based on the given error messages.\u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1550,14 +1441,18 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1579,158 +1474,134 @@
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"fees\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 1,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"annual_membership\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Annual Membership Fee\",\u001b[0m\u001b[48;2;245;245;220m                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"annual membership fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 2,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"my_chase_plan\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"My Chase Plan Fee (fixed finance charge)\",\u001b[0m\u001b[48;2;245;245;220m                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 1.72\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mof 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mPlan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will \u001b[0m\u001b[48;2;245;245;220m     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mremain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;245;245;220m                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 3,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"balance_transfers\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Balance Transfers Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mof the amount of each transfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 3.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 4,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"cash_advances\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;245;245;220m                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;245;245;220m        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;245;245;220m   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 5.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 5,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"foreign_transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Foreign Transactions 3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;245;245;220m     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"cash advances\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 10.0\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;245;245;220m                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 3.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 6,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"late_payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Late Payment Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 7,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"over_the_credit_limit\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Over-the-Credit-Limit None\",\u001b[0m\u001b[48;2;245;245;220m                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"late payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40.0\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 8,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return_payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Return Payment Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 9,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return_check\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Return Check None\",\u001b[0m\u001b[48;2;245;245;220m                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40.0\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return check\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"interest_rates\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"purchase\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"after_apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"my_chase_loan\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"balance_transfer\": {\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"after_apr\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"interest_rates\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;245;245;220m                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"cash_advance\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"apr\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"penalty\": {\u001b[0m\u001b[48;2;245;245;220m                                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"apr\": 0,\u001b[0m\u001b[48;2;245;245;220m                                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"maximum_apr\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;245;245;220m                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  }\u001b[0m\u001b[48;2;245;245;220m                                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ]\u001b[0m\u001b[48;2;245;245;220m                                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m}\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╭─\u001b[0m\u001b[48;2;240;255;240m──────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m Validated Output \u001b[0m\u001b[48;2;240;255;240m───────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m─╮\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m{\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 1,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'annual membership',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Annual Membership Fee',\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 2,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'my chase',\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'My Chase Plan Fee (fixed finance charge)',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 1.72\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mwill remain the same until the My Chase Plan is paid in full.',\u001b[0m\u001b[48;2;240;255;240m                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'transaction fees', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 3,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'balance transfers',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Balance Transfers Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$5 or 5% of the amount of each transfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;255;240m   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 4,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'cash advances',\u001b[0m\u001b[48;2;240;255;240m                                                                   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 10.0\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 5,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Foreign Transactions 3% of the amount of each transaction in U.S. \u001b[0m\u001b[48;2;240;255;240m         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mdollars.',\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': '3% of the amount of each transaction in U.S. dollars.',\u001b[0m\u001b[48;2;240;255;240m                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'penalty fees', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'late payment', 'explanation': 'Up to $40.', 'value': 40.0},\u001b[0m\u001b[48;2;240;255;240m                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'over the', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'return payment', 'explanation': 'Up to $40.', 'value': 40.0},\u001b[0m\u001b[48;2;240;255;240m                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'return check', 'explanation': 'None', 'value': 0.0}\u001b[0m\u001b[48;2;240;255;240m                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': [\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 6,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'late payment',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Late Payment Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 7,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'over the',\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Over-the-Credit-Limit None',\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 8,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'return payment',\u001b[0m\u001b[48;2;240;255;240m                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Return Payment Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'account_type': 'purchase/my chase loan/balance transfer',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'rate': 19.49\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'index': 9,\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'return check',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Return Check None',\u001b[0m\u001b[48;2;240;255;240m                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        }\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': {\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'purchase': {'apr': 0, 'after_apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'my_chase_loan': {'apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'balance_transfer': {'apr': 0, 'after_apr': 19.49},\u001b[0m\u001b[48;2;240;255;240m                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'cash_advance': {'apr': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'penalty': {'apr': 0, 'maximum_apr': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    }\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'cash advance', 'rate': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'penalty', 'rate': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ]\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m}\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 136,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1756,7 +1627,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.1"
+   "version": "3.10.0"
   },
   "vscode": {
    "interpreter": {
diff --git a/docs/examples/generate_structured_data.ipynb b/docs/examples/generate_structured_data.ipynb
index 5af2665ce..551ad5f05 100644
--- a/docs/examples/generate_structured_data.ipynb
+++ b/docs/examples/generate_structured_data.ipynb
@@ -2,13 +2,32 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/reflex/\u001b[0m\u001b[95mvalid_python...\u001b[0m\n",
+      "✅Successfully installed reflex/valid_python!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mtwo_words...\u001b[0m\n",
+      "✅Successfully installed guardrails/two_words!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mvalid_range...\u001b[0m\n",
+      "✅Successfully installed guardrails/valid_range!\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
-    "!guardrails hub install hub://reflex/valid_python\n",
-    "!guardrails hub install hub://guardrails/two_words\n",
-    "!guardrails hub install hub://guardrails/valid_range"
+    "!guardrails hub install hub://reflex/valid_python --quiet\n",
+    "!guardrails hub install hub://guardrails/two_words --quiet\n",
+    "!guardrails hub install hub://guardrails/valid_range --quiet"
    ]
   },
   {
@@ -37,58 +56,12 @@
     "3. The number of orders associated with each user should be between 0 and 50.\n",
     "4. Each user should have a most recent order date.\n",
     "\n",
-    "## Step 1: Generating `RAIL` Spec\n",
-    "\n",
-    "Ordinarily, we could create a separate `RAIL` spec in a file. However, for the sake of this example, we will generate the `RAIL` spec in the notebook as a string.  We will also show the same RAIL spec in a code-first format using a Pydantic model."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "RAIL spec as an XML string:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 54,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "rail_str = \"\"\"\n",
-    "\n",
-    "\n",
-    "\n",
-    "    \n",
-    "        \n",
-    "            \n",
-    "            \n",
-    "            \n",
-    "            \n",
-    "        \n",
-    "    \n",
-    "\n",
-    "\n",
-    "\n",
-    "\n",
-    "Generate a dataset of fake user orders. Each row of the dataset should be valid.\n",
-    "\n",
-    "${gr.complete_json_suffix}\n",
-    "\n",
-    "\n",
-    "\"\"\""
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Rail spec as a Pydantic model:"
+    "## Step 1: Generating Pydantic `RAIL` Spec"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,10 +73,11 @@
     "prompt = \"\"\"\n",
     "Generate a dataset of fake user orders. Each row of the dataset should be valid.\n",
     "\n",
-    "${gr.complete_json_suffix}\"\"\"\n",
+    "${gr.complete_json_suffix}\n",
+    "\"\"\"\n",
     "\n",
     "class Order(BaseModel):\n",
-    "    user_id: str = Field(description=\"The user's id.\", validators=[(\"1-indexed\", \"noop\")])\n",
+    "    user_id: str = Field(description=\"The user's id.\")\n",
     "    user_name: str = Field(\n",
     "        description=\"The user's first name and last name\",\n",
     "        validators=[TwoWords()]\n",
@@ -135,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -144,32 +118,9 @@
     "from rich import print"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "From our RAIL string:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 57,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "guard = gd.Guard.from_rail_string(rail_str)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "From our Pydantic model:"
-   ]
-  },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -185,7 +136,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -199,12 +150,13 @@
        "\n",
        "<output>\n",
        "    <list name=\"user_orders\" description=\"Generate a list of user, and how many orders they have placed in the \n",
-       "past.\" format=\"length: min=10 max=10\">\n",
+       "past.\" format=\"guardrails/valid_length: min=10 max=10\">\n",
        "        <object>\n",
-       "            <string name=\"user_id\" description=\"The user's id.\" format=\"1-indexed\"/>\n",
-       "            <string name=\"user_name\" description=\"The user's first name and last name\" format=\"two-words\"/>\n",
-       "            <integer name=\"num_orders\" description=\"The number of orders the user has placed\" format=\"valid-range: \n",
-       "min=0 max=50\"/>\n",
+       "            <string name=\"user_id\" description=\"The user's id.\"/>\n",
+       "            <string name=\"user_name\" description=\"The user's first name and last name\" \n",
+       "format=\"guardrails/two_words\"/>\n",
+       "            <integer name=\"num_orders\" description=\"The number of orders the user has placed\" \n",
+       "format=\"guardrails/valid_range: min=0 max=50\"/>\n",
        "        </object>\n",
        "    </list>\n",
        "</output>\n",
@@ -221,6 +173,7 @@
        "- `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\" format=\"1-indexed\" \n",
        "/></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`\n",
        "\n",
+       "\n",
        "\n"
       ],
       "text/plain": [
@@ -232,12 +185,13 @@
        "\n",
        "\u001b[1m<\u001b[0m\u001b[1;95moutput\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m    \u001b[0m\n",
+       "\u001b[32mpast.\"\u001b[0m\u001b[39m \u001b[0m\u001b[33mformat\u001b[0m\u001b[39m=\u001b[0m\u001b[32m\"guardrails\u001b[0m\u001b[32m/valid_length: \u001b[0m\u001b[32mmin\u001b[0m\u001b[32m=\u001b[0m\u001b[32m10\u001b[0m\u001b[32m \u001b[0m\u001b[32mmax\u001b[0m\u001b[32m=\u001b[0m\u001b[32m10\"\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m        \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
        "\u001b[39m        <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m    <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m<\u001b[0m\u001b[35m/\u001b[0m\u001b[95moutput\u001b[0m\u001b[39m>\u001b[0m\n",
@@ -253,6 +207,7 @@
        "\u001b[39m- `<\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>` => `\u001b[0m\u001b[1;39m{\u001b[0m\u001b[32m\"bar\"\u001b[0m\u001b[39m: \u001b[0m\u001b[1;39m[\u001b[0m\u001b[32m'STRING ONE'\u001b[0m\u001b[39m, \u001b[0m\u001b[32m'STRING TWO'\u001b[0m\u001b[39m, etc.\u001b[0m\u001b[1;39m]\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m`\u001b[0m\n",
        "\u001b[39m- `<\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>` =\u001b[0m\u001b[1m>\u001b[0m `\u001b[1m{\u001b[0m\u001b[32m'baz'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'foo'\u001b[0m: \u001b[32m'Some String'\u001b[0m, \u001b[32m'index'\u001b[0m: \u001b[1;36m1\u001b[0m\u001b[1m}\u001b[0m\u001b[1m}\u001b[0m`\n",
+       "\n",
        "\n"
       ]
      },
@@ -261,7 +216,7 @@
     }
    ],
    "source": [
-    "print(guard.base_prompt)"
+    "print(guard.rail.prompt)"
    ]
   },
   {
@@ -273,27 +228,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
-     ]
+     "data": {
+      "text/plain": [
+       "{'user_orders': [{'user_id': 'u123', 'user_name': 'John Doe', 'num_orders': 5},\n",
+       "  {'user_id': 'u456', 'user_name': 'Jane Smith', 'num_orders': 12},\n",
+       "  {'user_id': 'u789', 'user_name': 'Alice Johnson', 'num_orders': 3},\n",
+       "  {'user_id': 'u234', 'user_name': 'Bob Brown', 'num_orders': 8},\n",
+       "  {'user_id': 'u567', 'user_name': 'Emily Davis', 'num_orders': 20},\n",
+       "  {'user_id': 'u890', 'user_name': 'Michael Wilson', 'num_orders': 15},\n",
+       "  {'user_id': 'u345', 'user_name': 'Sarah Lee', 'num_orders': 7},\n",
+       "  {'user_id': 'u678', 'user_name': 'David Martinez', 'num_orders': 10},\n",
+       "  {'user_id': 'u901', 'user_name': 'Laura Garcia', 'num_orders': 2},\n",
+       "  {'user_id': 'u432', 'user_name': 'Chris Anderson', 'num_orders': 6}]}"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
     "import openai\n",
     "\n",
     "\n",
-    "_, validated_output, *rest = guard(\n",
+    "res = guard(\n",
     "    openai.chat.completions.create,\n",
     "    max_tokens=2048,\n",
     "    temperature=0\n",
-    ").validated_output\n"
+    ")\n",
+    "res.validated_output\n"
    ]
   },
   {
@@ -308,56 +275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "
{\n",
-       "    'user_orders': [\n",
-       "        {'user_id': '1', 'user_name': 'John Doe', 'num_orders': 5},\n",
-       "        {'user_id': '2', 'user_name': 'Jane Smith', 'num_orders': 12},\n",
-       "        {'user_id': '3', 'user_name': 'Michael Johnson', 'num_orders': 0},\n",
-       "        {'user_id': '4', 'user_name': 'Emily Brown', 'num_orders': 25},\n",
-       "        {'user_id': '5', 'user_name': 'David Wilson', 'num_orders': 8},\n",
-       "        {'user_id': '6', 'user_name': 'Sarah Taylor', 'num_orders': 3},\n",
-       "        {'user_id': '7', 'user_name': 'Daniel Anderson', 'num_orders': 17},\n",
-       "        {'user_id': '8', 'user_name': 'Olivia Martinez', 'num_orders': 2},\n",
-       "        {'user_id': '9', 'user_name': 'James Thomas', 'num_orders': 40},\n",
-       "        {'user_id': '10', 'user_name': 'Sophia Clark', 'num_orders': 15}\n",
-       "    ]\n",
-       "}\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[1m{\u001b[0m\n",
-       "    \u001b[32m'user_orders'\u001b[0m: \u001b[1m[\u001b[0m\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'1'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'John Doe'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m5\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'2'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Jane Smith'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m12\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'3'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Michael Johnson'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m0\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'4'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Emily Brown'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m25\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'5'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'David Wilson'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m8\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'6'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Sarah Taylor'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m3\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'7'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Daniel Anderson'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m17\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'8'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Olivia Martinez'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m2\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'9'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'James Thomas'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m40\u001b[0m\u001b[1m}\u001b[0m,\n",
-       "        \u001b[1m{\u001b[0m\u001b[32m'user_id'\u001b[0m: \u001b[32m'10'\u001b[0m, \u001b[32m'user_name'\u001b[0m: \u001b[32m'Sophia Clark'\u001b[0m, \u001b[32m'num_orders'\u001b[0m: \u001b[1;36m15\u001b[0m\u001b[1m}\u001b[0m\n",
-       "    \u001b[1m]\u001b[0m\n",
-       "\u001b[1m}\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "print(validated_output)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
@@ -375,13 +293,13 @@
        "    │ │                                                                                                         │ │\n",
        "    │ │ <output>                                                                                                │ │\n",
        "    │ │     <list name=\"user_orders\" description=\"Generate a list of user, and how many orders they have placed │ │\n",
-       "    │ │ in the past.\" format=\"length: min=10 max=10\">                                                           │ │\n",
+       "    │ │ in the past.\" format=\"guardrails/valid_length: min=10 max=10\">                                          │ │\n",
        "    │ │         <object>                                                                                        │ │\n",
-       "    │ │             <string name=\"user_id\" description=\"The user's id.\" format=\"1-indexed\"/>                    │ │\n",
+       "    │ │             <string name=\"user_id\" description=\"The user's id.\"/>                                       │ │\n",
        "    │ │             <string name=\"user_name\" description=\"The user's first name and last name\"                  │ │\n",
-       "    │ │ format=\"two-words\"/>                                                                                    │ │\n",
+       "    │ │ format=\"guardrails/two_words\"/>                                                                         │ │\n",
        "    │ │             <integer name=\"num_orders\" description=\"The number of orders the user has placed\"           │ │\n",
-       "    │ │ format=\"valid-range: min=0 max=50\"/>                                                                    │ │\n",
+       "    │ │ format=\"guardrails/valid_range: min=0 max=50\"/>                                                         │ │\n",
        "    │ │         </object>                                                                                       │ │\n",
        "    │ │     </list>                                                                                             │ │\n",
        "    │ │ </output>                                                                                               │ │\n",
@@ -400,6 +318,7 @@
        "    │ │ - `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\"          │ │\n",
        "    │ │ format=\"1-indexed\" /></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`                        │ │\n",
        "    │ │                                                                                                         │ │\n",
+       "    │ │                                                                                                         │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭───────────────────────────────────────────── Instructions ──────────────────────────────────────────────╮ │\n",
        "    │ │ You are a helpful assistant, able to express yourself purely through JSON, strictly and precisely       │ │\n",
@@ -409,74 +328,30 @@
        "    │ │ No message history.                                                                                     │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭──────────────────────────────────────────── Raw LLM Output ─────────────────────────────────────────────╮ │\n",
-       "    │ │ {                                                                                                       │ │\n",
-       "    │ │   \"user_orders\": [                                                                                      │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"1\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"John Doe\",                                                                          │ │\n",
-       "    │ │       \"num_orders\": 5                                                                                   │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"2\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Jane Smith\",                                                                        │ │\n",
-       "    │ │       \"num_orders\": 12                                                                                  │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"3\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Michael Johnson\",                                                                   │ │\n",
-       "    │ │       \"num_orders\": 0                                                                                   │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"4\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Emily Brown\",                                                                       │ │\n",
-       "    │ │       \"num_orders\": 25                                                                                  │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"5\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"David Wilson\",                                                                      │ │\n",
-       "    │ │       \"num_orders\": 8                                                                                   │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"6\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Sarah Taylor\",                                                                      │ │\n",
-       "    │ │       \"num_orders\": 3                                                                                   │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"7\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Daniel Anderson\",                                                                   │ │\n",
-       "    │ │       \"num_orders\": 17                                                                                  │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"8\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"Olivia Martinez\",                                                                   │ │\n",
-       "    │ │       \"num_orders\": 2                                                                                   │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"9\",                                                                                   │ │\n",
-       "    │ │       \"user_name\": \"James Thomas\",                                                                      │ │\n",
-       "    │ │       \"num_orders\": 40                                                                                  │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"user_id\": \"10\",                                                                                  │ │\n",
-       "    │ │       \"user_name\": \"Sophia Clark\",                                                                      │ │\n",
-       "    │ │       \"num_orders\": 15                                                                                  │ │\n",
-       "    │ │     }                                                                                                   │ │\n",
-       "    │ │   ]                                                                                                     │ │\n",
-       "    │ │ }                                                                                                       │ │\n",
+       "    │ │ {\"user_orders\":[{\"user_id\":\"u123\",\"user_name\":\"John                                                     │ │\n",
+       "    │ │ Doe\",\"num_orders\":5},{\"user_id\":\"u456\",\"user_name\":\"Jane                                                │ │\n",
+       "    │ │ Smith\",\"num_orders\":12},{\"user_id\":\"u789\",\"user_name\":\"Alice                                            │ │\n",
+       "    │ │ Johnson\",\"num_orders\":3},{\"user_id\":\"u234\",\"user_name\":\"Bob                                             │ │\n",
+       "    │ │ Brown\",\"num_orders\":8},{\"user_id\":\"u567\",\"user_name\":\"Emily                                             │ │\n",
+       "    │ │ Davis\",\"num_orders\":20},{\"user_id\":\"u890\",\"user_name\":\"Michael                                          │ │\n",
+       "    │ │ Wilson\",\"num_orders\":15},{\"user_id\":\"u345\",\"user_name\":\"Sarah                                           │ │\n",
+       "    │ │ Lee\",\"num_orders\":7},{\"user_id\":\"u678\",\"user_name\":\"David                                               │ │\n",
+       "    │ │ Martinez\",\"num_orders\":10},{\"user_id\":\"u901\",\"user_name\":\"Laura                                         │ │\n",
+       "    │ │ Garcia\",\"num_orders\":2},{\"user_id\":\"u432\",\"user_name\":\"Chris Anderson\",\"num_orders\":6}]}                │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭─────────────────────────────────────────── Validated Output ────────────────────────────────────────────╮ │\n",
        "    │ │ {                                                                                                       │ │\n",
        "    │ │     'user_orders': [                                                                                    │ │\n",
-       "    │ │         {'user_id': '1', 'user_name': 'John Doe', 'num_orders': 5},                                     │ │\n",
-       "    │ │         {'user_id': '2', 'user_name': 'Jane Smith', 'num_orders': 12},                                  │ │\n",
-       "    │ │         {'user_id': '3', 'user_name': 'Michael Johnson', 'num_orders': 0},                              │ │\n",
-       "    │ │         {'user_id': '4', 'user_name': 'Emily Brown', 'num_orders': 25},                                 │ │\n",
-       "    │ │         {'user_id': '5', 'user_name': 'David Wilson', 'num_orders': 8},                                 │ │\n",
-       "    │ │         {'user_id': '6', 'user_name': 'Sarah Taylor', 'num_orders': 3},                                 │ │\n",
-       "    │ │         {'user_id': '7', 'user_name': 'Daniel Anderson', 'num_orders': 17},                             │ │\n",
-       "    │ │         {'user_id': '8', 'user_name': 'Olivia Martinez', 'num_orders': 2},                              │ │\n",
-       "    │ │         {'user_id': '9', 'user_name': 'James Thomas', 'num_orders': 40},                                │ │\n",
-       "    │ │         {'user_id': '10', 'user_name': 'Sophia Clark', 'num_orders': 15}                                │ │\n",
+       "    │ │         {'user_id': 'u123', 'user_name': 'John Doe', 'num_orders': 5},                                  │ │\n",
+       "    │ │         {'user_id': 'u456', 'user_name': 'Jane Smith', 'num_orders': 12},                               │ │\n",
+       "    │ │         {'user_id': 'u789', 'user_name': 'Alice Johnson', 'num_orders': 3},                             │ │\n",
+       "    │ │         {'user_id': 'u234', 'user_name': 'Bob Brown', 'num_orders': 8},                                 │ │\n",
+       "    │ │         {'user_id': 'u567', 'user_name': 'Emily Davis', 'num_orders': 20},                              │ │\n",
+       "    │ │         {'user_id': 'u890', 'user_name': 'Michael Wilson', 'num_orders': 15},                           │ │\n",
+       "    │ │         {'user_id': 'u345', 'user_name': 'Sarah Lee', 'num_orders': 7},                                 │ │\n",
+       "    │ │         {'user_id': 'u678', 'user_name': 'David Martinez', 'num_orders': 10},                           │ │\n",
+       "    │ │         {'user_id': 'u901', 'user_name': 'Laura Garcia', 'num_orders': 2},                              │ │\n",
+       "    │ │         {'user_id': 'u432', 'user_name': 'Chris Anderson', 'num_orders': 6}                             │ │\n",
        "    │ │     ]                                                                                                   │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
@@ -496,13 +371,13 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255min the past.\" format=\"guardrails/valid_length: min=10 max=10\">\u001b[0m\u001b[48;2;240;248;255m                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mformat=\"guardrails/two_words\"/>\u001b[0m\u001b[48;2;240;248;255m                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mformat=\"guardrails/valid_range: min=0 max=50\"/>\u001b[0m\u001b[48;2;240;248;255m                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -521,6 +396,7 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{'baz': {'foo': 'Some String', 'index': 1}}`\u001b[0m\u001b[48;2;240;248;255m                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;255;240;242m╭─\u001b[0m\u001b[48;2;255;240;242m────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m Instructions \u001b[0m\u001b[48;2;255;240;242m─────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m─╮\u001b[0m │\n",
        "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mYou are a helpful assistant, able to express yourself purely through JSON, strictly and precisely \u001b[0m\u001b[48;2;255;240;242m     \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
@@ -530,74 +406,30 @@
        "    │ \u001b[48;2;231;223;235m│\u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235mNo message history.\u001b[0m\u001b[48;2;231;223;235m                                                                                    \u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235m│\u001b[0m │\n",
        "    │ \u001b[48;2;231;223;235m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m╭─\u001b[0m\u001b[48;2;245;245;220m───────────────────────────────────────────\u001b[0m\u001b[48;2;245;245;220m Raw LLM Output \u001b[0m\u001b[48;2;245;245;220m────────────────────────────────────────────\u001b[0m\u001b[48;2;245;245;220m─╮\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"user_orders\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"1\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"John Doe\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 5\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"2\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Jane Smith\",\u001b[0m\u001b[48;2;245;245;220m                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 12\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"3\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Michael Johnson\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"4\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Emily Brown\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 25\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"5\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"David Wilson\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 8\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"6\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Sarah Taylor\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 3\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"7\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Daniel Anderson\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 17\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"8\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Olivia Martinez\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 2\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"9\",\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"James Thomas\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 40\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_id\": \"10\",\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"user_name\": \"Sophia Clark\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"num_orders\": 15\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ]\u001b[0m\u001b[48;2;245;245;220m                                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m}\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\"user_orders\":[{\"user_id\":\"u123\",\"user_name\":\"John \u001b[0m\u001b[48;2;245;245;220m                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mDoe\",\"num_orders\":5},{\"user_id\":\"u456\",\"user_name\":\"Jane \u001b[0m\u001b[48;2;245;245;220m                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mSmith\",\"num_orders\":12},{\"user_id\":\"u789\",\"user_name\":\"Alice \u001b[0m\u001b[48;2;245;245;220m                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mJohnson\",\"num_orders\":3},{\"user_id\":\"u234\",\"user_name\":\"Bob \u001b[0m\u001b[48;2;245;245;220m                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mBrown\",\"num_orders\":8},{\"user_id\":\"u567\",\"user_name\":\"Emily \u001b[0m\u001b[48;2;245;245;220m                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mDavis\",\"num_orders\":20},{\"user_id\":\"u890\",\"user_name\":\"Michael \u001b[0m\u001b[48;2;245;245;220m                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mWilson\",\"num_orders\":15},{\"user_id\":\"u345\",\"user_name\":\"Sarah \u001b[0m\u001b[48;2;245;245;220m                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mLee\",\"num_orders\":7},{\"user_id\":\"u678\",\"user_name\":\"David \u001b[0m\u001b[48;2;245;245;220m                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mMartinez\",\"num_orders\":10},{\"user_id\":\"u901\",\"user_name\":\"Laura \u001b[0m\u001b[48;2;245;245;220m                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mGarcia\",\"num_orders\":2},{\"user_id\":\"u432\",\"user_name\":\"Chris Anderson\",\"num_orders\":6}]}\u001b[0m\u001b[48;2;245;245;220m               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╭─\u001b[0m\u001b[48;2;240;255;240m──────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m Validated Output \u001b[0m\u001b[48;2;240;255;240m───────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m─╮\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m{\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'user_orders': [\u001b[0m\u001b[48;2;240;255;240m                                                                                   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '1', 'user_name': 'John Doe', 'num_orders': 5},\u001b[0m\u001b[48;2;240;255;240m                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '2', 'user_name': 'Jane Smith', 'num_orders': 12},\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '3', 'user_name': 'Michael Johnson', 'num_orders': 0},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '4', 'user_name': 'Emily Brown', 'num_orders': 25},\u001b[0m\u001b[48;2;240;255;240m                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '5', 'user_name': 'David Wilson', 'num_orders': 8},\u001b[0m\u001b[48;2;240;255;240m                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '6', 'user_name': 'Sarah Taylor', 'num_orders': 3},\u001b[0m\u001b[48;2;240;255;240m                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '7', 'user_name': 'Daniel Anderson', 'num_orders': 17},\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '8', 'user_name': 'Olivia Martinez', 'num_orders': 2},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '9', 'user_name': 'James Thomas', 'num_orders': 40},\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': '10', 'user_name': 'Sophia Clark', 'num_orders': 15}\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u123', 'user_name': 'John Doe', 'num_orders': 5},\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u456', 'user_name': 'Jane Smith', 'num_orders': 12},\u001b[0m\u001b[48;2;240;255;240m                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u789', 'user_name': 'Alice Johnson', 'num_orders': 3},\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u234', 'user_name': 'Bob Brown', 'num_orders': 8},\u001b[0m\u001b[48;2;240;255;240m                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u567', 'user_name': 'Emily Davis', 'num_orders': 20},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u890', 'user_name': 'Michael Wilson', 'num_orders': 15},\u001b[0m\u001b[48;2;240;255;240m                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u345', 'user_name': 'Sarah Lee', 'num_orders': 7},\u001b[0m\u001b[48;2;240;255;240m                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u678', 'user_name': 'David Martinez', 'num_orders': 10},\u001b[0m\u001b[48;2;240;255;240m                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u901', 'user_name': 'Laura Garcia', 'num_orders': 2},\u001b[0m\u001b[48;2;240;255;240m                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'user_id': 'u432', 'user_name': 'Chris Anderson', 'num_orders': 6}\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ]\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m}\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
@@ -629,7 +461,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.17"
+   "version": "3.10.0"
   },
   "orig_nbformat": 4
  },
diff --git a/docs/examples/guardrails_with_chat_models.ipynb b/docs/examples/guardrails_with_chat_models.ipynb
index 68a9b761d..1b3f1e5f0 100644
--- a/docs/examples/guardrails_with_chat_models.ipynb
+++ b/docs/examples/guardrails_with_chat_models.ipynb
@@ -2,13 +2,32 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mlowercase...\u001b[0m\n",
+      "✅Successfully installed guardrails/lowercase!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mtwo_words...\u001b[0m\n",
+      "✅Successfully installed guardrails/two_words!\n",
+      "\n",
+      "\n",
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mone_line...\u001b[0m\n",
+      "✅Successfully installed guardrails/one_line!\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
-    "!guardrails hub install hub://guardrails/lowercase\n",
-    "!guardrails hub install hub://guardrails/two_words\n",
-    "!guardrails hub install hub://guardrails/one_line"
+    "!guardrails hub install hub://guardrails/lowercase --quiet\n",
+    "!guardrails hub install hub://guardrails/two_words --quiet\n",
+    "!guardrails hub install hub://guardrails/one_line --quiet"
    ]
   },
   {
@@ -36,9 +55,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/pypdfium2/_helpers/textpage.py:80: UserWarning: get_text_range() call with default params will be implicitly redirected to get_text_bounded()\n",
+      "  warnings.warn(\"get_text_range() call with default params will be implicitly redirected to get_text_bounded()\")\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -219,7 +246,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -231,8 +258,8 @@
     "    \n",
     "        \n",
     "            \n",
-    "            \n",
-    "            \n",
+    "            \n",
+    "            \n",
     "            \n",
     "        \n",
     "    \n",
@@ -273,38 +300,50 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validators/__init__.py:51: FutureWarning: \n",
+      "    Importing validators from `guardrails.validators` is deprecated.\n",
+      "    All validators are now available in the Guardrails Hub. Please install\n",
+      "    and import them from the hub instead. All validators will be\n",
+      "    removed from this module in the next major release.\n",
+      "\n",
+      "    Install with: `guardrails hub install hub:///`\n",
+      "    Import as: from guardrails.hub import `ValidatorName`\n",
+      "    \n",
+      "  warn(\n"
+     ]
+    }
+   ],
    "source": [
     "from guardrails.hub import LowerCase, TwoWords, OneLine\n",
     "from pydantic import BaseModel, Field\n",
-    "from typing import List, Optional\n",
     "\n",
-    "instructions = \"\"\"You are a helpful assistant only capable of communicating with valid JSON, and no other text.\n",
-    "\n",
-    "${gr.json_suffix_prompt_examples}\"\"\"\n",
-    "\n",
-    "prompt = \"\"\"Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
-    "`null`.\n",
+    "prompt = \"\"\"\n",
+    "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter 'None'.\n",
     "\n",
     "${document}\n",
     "\n",
-    "Extract information from this document and return a JSON that follows the correct schema.\n",
-    "\n",
-    "${gr.xml_prefix_prompt}\n",
-    "\n",
-    "${output_schema}\"\"\"\n",
+    "${gr.complete_json_suffix_v2}\n",
+    "\"\"\"\n",
     "\n",
     "class Fee(BaseModel):\n",
-    "    index: int = Field(validators=[(\"1-indexed\", \"noop\")])\n",
     "    name: str = Field(validators=[LowerCase(on_fail=\"fix\"), TwoWords(on_fail=\"reask\")])\n",
     "    explanation: str = Field(validators=[OneLine()])\n",
-    "    value: float = Field(validators=[(\"percentage\", \"noop\")])\n",
+    "    value: float = Field(description=\"The fee amount in USD or as a percentage.\")\n",
+    "\n",
+    "class AccountFee(BaseModel):\n",
+    "    account_type: str = Field(validators=[LowerCase(on_fail=\"fix\")])\n",
+    "    rate: float = Field(description=\"The annual percentage rate (APR) for the account type.\")\n",
     "\n",
     "class CreditCardAgreement(BaseModel):\n",
-    "    fees: List[Fee] = Field(description=\"What fees and charges are associated with my account?\")\n",
-    "    interest_rates: Optional[dict] = Field(description=\"What are the interest rates offered by the bank on savings and checking accounts, loans, and credit products?\")"
+    "    fees: list[Fee] = Field(description=\"What fees and charges are associated with my account?\")\n",
+    "    interest_rates: list[AccountFee] = Field(description=\"What are the interest rates offered by the bank on different kinds of accounts and products?\")"
    ]
   },
   {
@@ -329,19 +368,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/guardrails/validatorsattr.py:285: UserWarning: Validator 1-indexed is not valid for element integer.\n",
-      "  warnings.warn(\n",
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validatorsattr.py:307: UserWarning: Validator 1-indexed is not installed!\n",
+      "  warnings.warn(f\"Validator {validator_name} is not installed!\")\n",
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validatorsattr.py:307: UserWarning: Validator hub is not installed!\n",
+      "  warnings.warn(f\"Validator {validator_name} is not installed!\")\n",
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validator_base.py:410: FutureWarning: Accessing `OneLine` using\n",
+      "`from guardrails.validators import OneLine` is deprecated and\n",
+      "support will be removed after version 0.5.x. Please switch to the Guardrails Hub syntax:\n",
+      "`from guardrails.hub import OneLine` for future updates and support.\n",
+      "For additional details, please visit: https://hub.guardrailsai.com/validator/guardrails/one_line.\n",
       "\n",
-      "/home/zayd/workspace/guardrails/.venv/lib/python3.9/site-packages/guardrails/validatorsattr.py:285: UserWarning: Validator percentage is not valid for element float.\n",
-      "  warnings.warn(\n",
-      "\n"
+      "  warn(\n",
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/guardrails/validatorsattr.py:307: UserWarning: Validator percentage is not installed!\n",
+      "  warnings.warn(f\"Validator {validator_name} is not installed!\")\n"
      ]
     }
    ],
@@ -358,11 +404,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
-    "guard = gd.Guard.from_pydantic(output_class=CreditCardAgreement, instructions=instructions, prompt=prompt)"
+    "guard = gd.Guard.from_pydantic(output_class=CreditCardAgreement, prompt=prompt)"
    ]
   },
   {
@@ -376,62 +422,100 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/var/folders/c8/jqt82fpx785dpwpp36ljkgm40000gn/T/ipykernel_82182/3983563700.py:1: DeprecationWarning: 'Guard.base_prompt' is deprecated and will be removed in versions 0.5.x and beyond. Use 'Guard.history.last.prompt' instead.\n",
+      "  print(guard.base_prompt)\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
-       "
Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
-       "`null`.\n",
+       "
\n",
+       "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
+       "'None'.\n",
        "\n",
        "${document}\n",
        "\n",
-       "Extract information from this document and return a JSON that follows the correct schema.\n",
-       "\n",
        "\n",
        "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n",
        "\n",
-       "\n",
        "<output>\n",
        "    <list name=\"fees\" description=\"What fees and charges are associated with my account?\">\n",
        "        <object>\n",
-       "            <integer name=\"index\" format=\"1-indexed\"/>\n",
-       "            <string name=\"name\" format=\"lower-case; two-words\"/>\n",
-       "            <string name=\"explanation\" format=\"one-line\"/>\n",
-       "            <float name=\"value\" format=\"percentage\"/>\n",
+       "            <string name=\"name\" format=\"guardrails/lowercase; guardrails/two_words\"/>\n",
+       "            <string name=\"explanation\" format=\"guardrails/one_line\"/>\n",
+       "            <float name=\"value\" description=\"The fee amount in USD or as a percentage.\"/>\n",
        "        </object>\n",
        "    </list>\n",
-       "    <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on savings and \n",
-       "checking accounts, loans, and credit products?\"/>\n",
-       "</output>\n",
+       "    <list name=\"interest_rates\" description=\"What are the interest rates offered by the bank on different kinds of \n",
+       "accounts and products?\">\n",
+       "        <object>\n",
+       "            <string name=\"account_type\" format=\"guardrails/lowercase\"/>\n",
+       "            <float name=\"rate\" description=\"The annual percentage rate (APR) for the account type.\"/>\n",
+       "        </object>\n",
+       "    </list>\n",
+       "</output>\n",
+       "\n",
+       "\n",
+       "ONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the `name` \n",
+       "attribute of the corresponding XML, and the value is of the type specified by the corresponding XML's tag. The JSON\n",
+       "MUST conform to the XML format, including any types and format requests e.g. requests for lists, objects and \n",
+       "specific types. Be correct and concise.\n",
+       "\n",
+       "Here are examples of simple (XML, JSON) pairs that show the expected behavior:\n",
+       "- `<string name='foo' format='two-words lower-case' />` => `{'foo': 'example one'}`\n",
+       "- `<list name='bar'><string format='upper-case' /></list>` => `{\"bar\": ['STRING ONE', 'STRING TWO', etc.]}`\n",
+       "- `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\" format=\"1-indexed\" \n",
+       "/></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`\n",
+       "\n",
        "\n",
        "
\n"
       ],
       "text/plain": [
+       "\n",
        "Given the following document, answer the following questions. If the answer doesn't exist in the document, enter \n",
-       "`null`.\n",
+       "\u001b[32m'None'\u001b[0m.\n",
        "\n",
        "$\u001b[1m{\u001b[0mdocument\u001b[1m}\u001b[0m\n",
        "\n",
-       "Extract information from this document and return a JSON that follows the correct schema.\n",
-       "\n",
        "\n",
        "Given below is XML that describes the information to extract from this document and the tags to extract it into.\n",
        "\n",
-       "\n",
        "\u001b[1m<\u001b[0m\u001b[1;95moutput\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m    \u001b[0m\n",
        "\u001b[39m        \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
-       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
        "\u001b[39m        <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>\u001b[0m\n",
        "\u001b[39m    <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>\u001b[0m\n",
-       "\u001b[39m    \u001b[0m\n",
-       "\u001b[39m<\u001b[0m\u001b[35m/\u001b[0m\u001b[95moutput\u001b[0m\u001b[1m>\u001b[0m\n",
+       "\u001b[39m    \u001b[0m\n",
+       "\u001b[39m        \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m            \u001b[0m\n",
+       "\u001b[39m        <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>\u001b[0m\n",
+       "\u001b[39m    <\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>\u001b[0m\n",
+       "\u001b[39m<\u001b[0m\u001b[35m/\u001b[0m\u001b[95moutput\u001b[0m\u001b[39m>\u001b[0m\n",
+       "\n",
+       "\n",
+       "\u001b[39mONLY return a valid JSON object \u001b[0m\u001b[1;39m(\u001b[0m\u001b[39mno other text is necessary\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m, where the key of the field in JSON is the `name` \u001b[0m\n",
+       "\u001b[39mattribute of the corresponding XML, and the value is of the type specified by the corresponding XML's tag. The JSON\u001b[0m\n",
+       "\u001b[39mMUST conform to the XML format, including any types and format requests e.g. requests for lists, objects and \u001b[0m\n",
+       "\u001b[39mspecific types. Be correct and concise.\u001b[0m\n",
+       "\n",
+       "\u001b[39mHere are examples of simple \u001b[0m\u001b[1;39m(\u001b[0m\u001b[39mXML, JSON\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m pairs that show the expected behavior:\u001b[0m\n",
+       "\u001b[39m- `` => `\u001b[0m\u001b[1;39m{\u001b[0m\u001b[32m'foo'\u001b[0m\u001b[39m: \u001b[0m\u001b[32m'example one'\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m`\u001b[0m\n",
+       "\u001b[39m- `<\u001b[0m\u001b[35m/\u001b[0m\u001b[95mlist\u001b[0m\u001b[39m>` => `\u001b[0m\u001b[1;39m{\u001b[0m\u001b[32m\"bar\"\u001b[0m\u001b[39m: \u001b[0m\u001b[1;39m[\u001b[0m\u001b[32m'STRING ONE'\u001b[0m\u001b[39m, \u001b[0m\u001b[32m'STRING TWO'\u001b[0m\u001b[39m, etc.\u001b[0m\u001b[1;39m]\u001b[0m\u001b[1;39m}\u001b[0m\u001b[39m`\u001b[0m\n",
+       "\u001b[39m- `<\u001b[0m\u001b[35m/\u001b[0m\u001b[95mobject\u001b[0m\u001b[39m>` =\u001b[0m\u001b[1m>\u001b[0m `\u001b[1m{\u001b[0m\u001b[32m'baz'\u001b[0m: \u001b[1m{\u001b[0m\u001b[32m'foo'\u001b[0m: \u001b[32m'Some String'\u001b[0m, \u001b[32m'index'\u001b[0m: \u001b[1;36m1\u001b[0m\u001b[1m}\u001b[0m\u001b[1m}\u001b[0m`\n",
+       "\n",
        "\n"
       ]
      },
@@ -453,20 +537,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
-      "HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import openai\n",
     "\n",
@@ -489,17 +562,91 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "
None\n",
+       "
{\n",
+       "    'fees': [\n",
+       "        {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},\n",
+       "        {\n",
+       "            'name': 'my chase',\n",
+       "            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or amount \n",
+       "selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee of 1.72% of \n",
+       "the amount of each eligible purchase transaction or amount selected to create a My Chase Plan. The My Chase Plan \n",
+       "Fee will be determined at the time each My Chase Plan is created and will remain the same until the My Chase Plan \n",
+       "is paid in full.',\n",
+       "            'value': 0.0\n",
+       "        },\n",
+       "        {\n",
+       "            'name': 'transaction fees',\n",
+       "            'explanation': 'Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer, \n",
+       "whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% of the \n",
+       "amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of each transaction, \n",
+       "whichever is greater.',\n",
+       "            'value': 0.0\n",
+       "        },\n",
+       "        {\n",
+       "            'name': 'foreign transactions',\n",
+       "            'explanation': '3% of the amount of each transaction in U.S. dollars',\n",
+       "            'value': 0.0\n",
+       "        },\n",
+       "        {\n",
+       "            'name': 'penalty fees',\n",
+       "            'explanation': 'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40. Return\n",
+       "Check: None',\n",
+       "            'value': 0.0\n",
+       "        }\n",
+       "    ],\n",
+       "    'interest_rates': [\n",
+       "        {'account_type': 'purchase/my chase loan/balance transfer', 'rate': 19.49},\n",
+       "        {'account_type': 'cash advance', 'rate': 29.49},\n",
+       "        {'account_type': 'penalty', 'rate': 29.99}\n",
+       "    ]\n",
+       "}\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[3;35mNone\u001b[0m\n"
+       "\u001b[1m{\u001b[0m\n",
+       "    \u001b[32m'fees'\u001b[0m: \u001b[1m[\u001b[0m\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'name'\u001b[0m: \u001b[32m'annual membership'\u001b[0m, \u001b[32m'explanation'\u001b[0m: \u001b[32m'None'\u001b[0m, \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\n",
+       "            \u001b[32m'name'\u001b[0m: \u001b[32m'my chase'\u001b[0m,\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\n",
+       "\u001b[32mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee of 1.72% of \u001b[0m\n",
+       "\u001b[32mthe amount of each eligible purchase transaction or amount selected to create a My Chase Plan. The My Chase Plan \u001b[0m\n",
+       "\u001b[32mFee will be determined at the time each My Chase Plan is created and will remain the same until the My Chase Plan \u001b[0m\n",
+       "\u001b[32mis paid in full.'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\n",
+       "        \u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\n",
+       "            \u001b[32m'name'\u001b[0m: \u001b[32m'transaction fees'\u001b[0m,\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\n",
+       "\u001b[32mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% of the \u001b[0m\n",
+       "\u001b[32mamount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of each transaction, \u001b[0m\n",
+       "\u001b[32mwhichever is greater.'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\n",
+       "        \u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\n",
+       "            \u001b[32m'name'\u001b[0m: \u001b[32m'foreign transactions'\u001b[0m,\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'3% of the amount of each transaction in U.S. dollars'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\n",
+       "        \u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\n",
+       "            \u001b[32m'name'\u001b[0m: \u001b[32m'penalty fees'\u001b[0m,\n",
+       "            \u001b[32m'explanation'\u001b[0m: \u001b[32m'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40. Return\u001b[0m\n",
+       "\u001b[32mCheck: None'\u001b[0m,\n",
+       "            \u001b[32m'value'\u001b[0m: \u001b[1;36m0.0\u001b[0m\n",
+       "        \u001b[1m}\u001b[0m\n",
+       "    \u001b[1m]\u001b[0m,\n",
+       "    \u001b[32m'interest_rates'\u001b[0m: \u001b[1m[\u001b[0m\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'purchase/my chase loan/balance transfer'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m19.49\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'cash advance'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m29.49\u001b[0m\u001b[1m}\u001b[0m,\n",
+       "        \u001b[1m{\u001b[0m\u001b[32m'account_type'\u001b[0m: \u001b[32m'penalty'\u001b[0m, \u001b[32m'rate'\u001b[0m: \u001b[1;36m29.99\u001b[0m\u001b[1m}\u001b[0m\n",
+       "    \u001b[1m]\u001b[0m\n",
+       "\u001b[1m}\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -512,7 +659,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -521,9 +668,9 @@
        "
Logs\n",
        "├── ╭────────────────────────────────────────────────── Step 0 ───────────────────────────────────────────────────╮\n",
        "│   │ ╭──────────────────────────────────────────────── Prompt ─────────────────────────────────────────────────╮ │\n",
+       "│   │ │                                                                                                         │ │\n",
        "│   │ │ Given the following document, answer the following questions. If the answer doesn't exist in the        │ │\n",
-       "│   │ │ document, enter                                                                                         │ │\n",
-       "│   │ │ `null`.                                                                                                 │ │\n",
+       "│   │ │ document, enter 'None'.                                                                                 │ │\n",
        "│   │ │                                                                                                         │ │\n",
        "│   │ │ 2/25/23, 7:59 PM about:blank                                                                            │ │\n",
        "│   │ │ about:blank 1/4                                                                                         │ │\n",
@@ -648,192 +795,155 @@
        "│   │ │ on the account.                                                                                         │ │\n",
        "│   │ │ 3. By providing your mobile ph                                                                          │ │\n",
        "│   │ │                                                                                                         │ │\n",
-       "│   │ │ Extract information from this document and return a JSON that follows the correct schema.               │ │\n",
-       "│   │ │                                                                                                         │ │\n",
        "│   │ │                                                                                                         │ │\n",
        "│   │ │ Given below is XML that describes the information to extract from this document and the tags to extract │ │\n",
        "│   │ │ it into.                                                                                                │ │\n",
        "│   │ │                                                                                                         │ │\n",
-       "│   │ │                                                                                                         │ │\n",
        "│   │ │ <output>                                                                                                │ │\n",
        "│   │ │     <list name=\"fees\" description=\"What fees and charges are associated with my account?\">              │ │\n",
        "│   │ │         <object>                                                                                        │ │\n",
-       "│   │ │             <integer name=\"index\" format=\"1-indexed\"/>                                                  │ │\n",
-       "│   │ │             <string name=\"name\" format=\"lower-case; two-words\"/>                                        │ │\n",
-       "│   │ │             <string name=\"explanation\" format=\"one-line\"/>                                              │ │\n",
-       "│   │ │             <float name=\"value\" format=\"percentage\"/>                                                   │ │\n",
+       "│   │ │             <string name=\"name\" format=\"guardrails/lowercase; guardrails/two_words\"/>                   │ │\n",
+       "│   │ │             <string name=\"explanation\" format=\"guardrails/one_line\"/>                                   │ │\n",
+       "│   │ │             <float name=\"value\" description=\"The fee amount in USD or as a percentage.\"/>               │ │\n",
+       "│   │ │         </object>                                                                                       │ │\n",
+       "│   │ │     </list>                                                                                             │ │\n",
+       "│   │ │     <list name=\"interest_rates\" description=\"What are the interest rates offered by the bank on         │ │\n",
+       "│   │ │ different kinds of accounts and products?\">                                                             │ │\n",
+       "│   │ │         <object>                                                                                        │ │\n",
+       "│   │ │             <string name=\"account_type\" format=\"guardrails/lowercase\"/>                                 │ │\n",
+       "│   │ │             <float name=\"rate\" description=\"The annual percentage rate (APR) for the account type.\"/>   │ │\n",
        "│   │ │         </object>                                                                                       │ │\n",
        "│   │ │     </list>                                                                                             │ │\n",
-       "│   │ │     <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on       │ │\n",
-       "│   │ │ savings and checking accounts, loans, and credit products?\"/>                                           │ │\n",
        "│   │ │ </output>                                                                                               │ │\n",
        "│   │ │                                                                                                         │ │\n",
+       "│   │ │                                                                                                         │ │\n",
+       "│   │ │ ONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the │ │\n",
+       "│   │ │ `name` attribute of the corresponding XML, and the value is of the type specified by the corresponding  │ │\n",
+       "│   │ │ XML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g.        │ │\n",
+       "│   │ │ requests for lists, objects and specific types. Be correct and concise.                                 │ │\n",
+       "│   │ │                                                                                                         │ │\n",
+       "│   │ │ Here are examples of simple (XML, JSON) pairs that show the expected behavior:                          │ │\n",
+       "│   │ │ - `<string name='foo' format='two-words lower-case' />` => `{'foo': 'example one'}`                     │ │\n",
+       "│   │ │ - `<list name='bar'><string format='upper-case' /></list>` => `{\"bar\": ['STRING ONE', 'STRING TWO',     │ │\n",
+       "│   │ │ etc.]}`                                                                                                 │ │\n",
+       "│   │ │ - `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\"          │ │\n",
+       "│   │ │ format=\"1-indexed\" /></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`                        │ │\n",
+       "│   │ │                                                                                                         │ │\n",
+       "│   │ │                                                                                                         │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   │ ╭───────────────────────────────────────────── Instructions ──────────────────────────────────────────────╮ │\n",
-       "│   │ │ You are a helpful assistant only capable of communicating with valid JSON, and no other text.           │ │\n",
-       "│   │ │                                                                                                         │ │\n",
-       "│   │ │                                                                                                         │ │\n",
-       "│   │ │ ONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the │ │\n",
-       "│   │ │ `name` attribute of the corresponding XML, and the value is of the type specified by the corresponding  │ │\n",
-       "│   │ │ XML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g.        │ │\n",
-       "│   │ │ requests for lists, objects and specific types. Be correct and concise. If you are unsure anywhere,     │ │\n",
-       "│   │ │ enter `null`.                                                                                           │ │\n",
-       "│   │ │                                                                                                         │ │\n",
-       "│   │ │ Here are examples of simple (XML, JSON) pairs that show the expected behavior:                          │ │\n",
-       "│   │ │ - `<string name='foo' format='two-words lower-case' />` => `{'foo': 'example one'}`                     │ │\n",
-       "│   │ │ - `<list name='bar'><string format='upper-case' /></list>` => `{\"bar\": ['STRING ONE', 'STRING TWO',     │ │\n",
-       "│   │ │ etc.]}`                                                                                                 │ │\n",
-       "│   │ │ - `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\"          │ │\n",
-       "│   │ │ format=\"1-indexed\" /></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`                        │ │\n",
-       "│   │ │                                                                                                         │ │\n",
+       "│   │ │ You are a helpful assistant, able to express yourself purely through JSON, strictly and precisely       │ │\n",
+       "│   │ │ adhering to the provided XML schemas.                                                                   │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   │ ╭──────────────────────────────────────────── Message History ────────────────────────────────────────────╮ │\n",
        "│   │ │ No message history.                                                                                     │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   │ ╭──────────────────────────────────────────── Raw LLM Output ─────────────────────────────────────────────╮ │\n",
        "│   │ │ {                                                                                                       │ │\n",
-       "│   │ │   \"fees\": [                                                                                             │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 1,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"annual membership fee\",                                                                  │ │\n",
-       "│   │ │       \"explanation\": \"None\",                                                                            │ │\n",
-       "│   │ │       \"value\": 0                                                                                        │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 2,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"my chase plan fee\",                                                                      │ │\n",
-       "│   │ │       \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount   │ │\n",
-       "│   │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that, monthly fee  │ │\n",
-       "│   │ │ of 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase    │ │\n",
-       "│   │ │ Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will       │ │\n",
-       "│   │ │ remain the same until the My Chase Plan is paid in full.\",                                              │ │\n",
-       "│   │ │       \"value\": 1.72                                                                                     │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 3,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"balance transfers intro fee\",                                                            │ │\n",
-       "│   │ │       \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on          │ │\n",
-       "│   │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
-       "│   │ │ transfer, whichever is greater.\",                                                                       │ │\n",
-       "│   │ │       \"value\": 5                                                                                        │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 4,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"cash advances\",                                                                          │ │\n",
-       "│   │ │       \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",       │ │\n",
-       "│   │ │       \"value\": 5                                                                                        │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 5,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"foreign transactions\",                                                                   │ │\n",
-       "│   │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                           │ │\n",
-       "│   │ │       \"value\": 3                                                                                        │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 6,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"late payment\",                                                                           │ │\n",
-       "│   │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
-       "│   │ │       \"value\": 40                                                                                       │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 7,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"over-the-credit-limit\",                                                                  │ │\n",
-       "│   │ │       \"explanation\": \"None\",                                                                            │ │\n",
-       "│   │ │       \"value\": null                                                                                     │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 8,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"return payment\",                                                                         │ │\n",
-       "│   │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
-       "│   │ │       \"value\": 40                                                                                       │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     {                                                                                                   │ │\n",
-       "│   │ │       \"index\": 9,                                                                                       │ │\n",
-       "│   │ │       \"name\": \"return check\",                                                                           │ │\n",
-       "│   │ │       \"explanation\": \"None\",                                                                            │ │\n",
-       "│   │ │       \"value\": null                                                                                     │ │\n",
-       "│   │ │     }                                                                                                   │ │\n",
-       "│   │ │   ],                                                                                                    │ │\n",
-       "│   │ │   \"interest_rates\": null                                                                                │ │\n",
+       "│   │ │     \"fees\": [                                                                                           │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"annual membership\",                                                                │ │\n",
+       "│   │ │             \"explanation\": \"None\",                                                                      │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"my chase plan fee\",                                                                │ │\n",
+       "│   │ │             \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "│   │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
+       "│   │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
+       "│   │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
+       "│   │ │ will remain the same until the My Chase Plan is paid in full.\",                                         │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"transaction fees\",                                                                 │ │\n",
+       "│   │ │             \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each       │ │\n",
+       "│   │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
+       "│   │ │ $5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the   │ │\n",
+       "│   │ │ amount of each transaction, whichever is greater.\",                                                     │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"foreign transactions\",                                                             │ │\n",
+       "│   │ │             \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",                      │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"name\": \"penalty fees\",                                                                     │ │\n",
+       "│   │ │             \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to │ │\n",
+       "│   │ │ $40. Return Check: None\",                                                                               │ │\n",
+       "│   │ │             \"value\": 0                                                                                  │ │\n",
+       "│   │ │         }                                                                                               │ │\n",
+       "│   │ │     ],                                                                                                  │ │\n",
+       "│   │ │     \"interest_rates\": [                                                                                 │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"purchase/my chase loan/balance transfer\",                                  │ │\n",
+       "│   │ │             \"rate\": 19.49                                                                               │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"cash advance\",                                                             │ │\n",
+       "│   │ │             \"rate\": 29.49                                                                               │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             \"account_type\": \"penalty\",                                                                  │ │\n",
+       "│   │ │             \"rate\": 29.99                                                                               │ │\n",
+       "│   │ │         }                                                                                               │ │\n",
+       "│   │ │     ]                                                                                                   │ │\n",
        "│   │ │ }                                                                                                       │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   │ ╭─────────────────────────────────────────── Validated Output ────────────────────────────────────────────╮ │\n",
-       "│   │ │ SkeletonReAsk(                                                                                          │ │\n",
-       "│   │ │     incorrect_value={                                                                                   │ │\n",
-       "│   │ │         'fees': [                                                                                       │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 1,                                                                             │ │\n",
-       "│   │ │                 'name': 'annual membership fee',                                                        │ │\n",
-       "│   │ │                 'explanation': 'None',                                                                  │ │\n",
-       "│   │ │                 'value': 0.0                                                                            │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 2,                                                                             │ │\n",
-       "│   │ │                 'name': 'my chase plan fee',                                                            │ │\n",
-       "│   │ │                 'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction   │ │\n",
-       "│   │ │ or amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that,    │ │\n",
+       "│   │ │ {                                                                                                       │ │\n",
+       "│   │ │     'fees': [                                                                                           │ │\n",
+       "│   │ │         {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},                             │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             'name': FieldReAsk(                                                                         │ │\n",
+       "│   │ │                 incorrect_value='my chase plan fee',                                                    │ │\n",
+       "│   │ │                 fail_results=[                                                                          │ │\n",
+       "│   │ │                     FailResult(                                                                         │ │\n",
+       "│   │ │                         outcome='fail',                                                                 │ │\n",
+       "│   │ │                         metadata=None,                                                                  │ │\n",
+       "│   │ │                         error_message='Value must be exactly two words',                                │ │\n",
+       "│   │ │                         fix_value='my chase'                                                            │ │\n",
+       "│   │ │                     )                                                                                   │ │\n",
+       "│   │ │                 ],                                                                                      │ │\n",
+       "│   │ │                 path=['fees', 1, 'name']                                                                │ │\n",
+       "│   │ │             ),                                                                                          │ │\n",
+       "│   │ │             'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "│   │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
        "│   │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
        "│   │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
        "│   │ │ will remain the same until the My Chase Plan is paid in full.',                                         │ │\n",
-       "│   │ │                 'value': 1.72                                                                           │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 3,                                                                             │ │\n",
-       "│   │ │                 'name': 'balance transfers intro fee',                                                  │ │\n",
-       "│   │ │                 'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater,   │ │\n",
-       "│   │ │ on transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each  │ │\n",
-       "│   │ │ transfer, whichever is greater.',                                                                       │ │\n",
-       "│   │ │                 'value': 5.0                                                                            │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 4,                                                                             │ │\n",
-       "│   │ │                 'name': 'cash advances',                                                                │ │\n",
-       "│   │ │                 'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is        │ │\n",
-       "│   │ │ greater.',                                                                                              │ │\n",
-       "│   │ │                 'value': 5.0                                                                            │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 5,                                                                             │ │\n",
-       "│   │ │                 'name': 'foreign transactions',                                                         │ │\n",
-       "│   │ │                 'explanation': '3% of the amount of each transaction in U.S. dollars.',                 │ │\n",
-       "│   │ │                 'value': 3.0                                                                            │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 6,                                                                             │ │\n",
-       "│   │ │                 'name': 'late payment',                                                                 │ │\n",
-       "│   │ │                 'explanation': 'Up to $40.',                                                            │ │\n",
-       "│   │ │                 'value': 40.0                                                                           │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 7,                                                                             │ │\n",
-       "│   │ │                 'name': 'over-the-credit-limit',                                                        │ │\n",
-       "│   │ │                 'explanation': 'None',                                                                  │ │\n",
-       "│   │ │                 'value': None                                                                           │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 8,                                                                             │ │\n",
-       "│   │ │                 'name': 'return payment',                                                               │ │\n",
-       "│   │ │                 'explanation': 'Up to $40.',                                                            │ │\n",
-       "│   │ │                 'value': 40                                                                             │ │\n",
-       "│   │ │             },                                                                                          │ │\n",
-       "│   │ │             {                                                                                           │ │\n",
-       "│   │ │                 'index': 9,                                                                             │ │\n",
-       "│   │ │                 'name': 'return check',                                                                 │ │\n",
-       "│   │ │                 'explanation': 'None',                                                                  │ │\n",
-       "│   │ │                 'value': None                                                                           │ │\n",
-       "│   │ │             }                                                                                           │ │\n",
-       "│   │ │         ],                                                                                              │ │\n",
-       "│   │ │         'interest_rates': None                                                                          │ │\n",
-       "│   │ │     },                                                                                                  │ │\n",
-       "│   │ │     fail_results=[                                                                                      │ │\n",
-       "│   │ │         FailResult(                                                                                     │ │\n",
-       "│   │ │             outcome='fail',                                                                             │ │\n",
-       "│   │ │             metadata=None,                                                                              │ │\n",
-       "│   │ │             error_message='JSON does not match schema',                                                 │ │\n",
-       "│   │ │             fix_value=None                                                                              │ │\n",
-       "│   │ │         )                                                                                               │ │\n",
+       "│   │ │             'value': 0.0                                                                                │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             'name': 'transaction fees',                                                                 │ │\n",
+       "│   │ │             'explanation': 'Balance Transfers: Intro fee of either $5 or 3% of the amount of each       │ │\n",
+       "│   │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
+       "│   │ │ $5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the   │ │\n",
+       "│   │ │ amount of each transaction, whichever is greater.',                                                     │ │\n",
+       "│   │ │             'value': 0.0                                                                                │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             'name': 'foreign transactions',                                                             │ │\n",
+       "│   │ │             'explanation': '3% of the amount of each transaction in U.S. dollars',                      │ │\n",
+       "│   │ │             'value': 0.0                                                                                │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             'name': 'penalty fees',                                                                     │ │\n",
+       "│   │ │             'explanation': 'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to │ │\n",
+       "│   │ │ $40. Return Check: None',                                                                               │ │\n",
+       "│   │ │             'value': 0.0                                                                                │ │\n",
+       "│   │ │         }                                                                                               │ │\n",
+       "│   │ │     ],                                                                                                  │ │\n",
+       "│   │ │     'interest_rates': [                                                                                 │ │\n",
+       "│   │ │         {                                                                                               │ │\n",
+       "│   │ │             'account_type': 'purchase/my chase loan/balance transfer',                                  │ │\n",
+       "│   │ │             'rate': 19.49                                                                               │ │\n",
+       "│   │ │         },                                                                                              │ │\n",
+       "│   │ │         {'account_type': 'cash advance', 'rate': 29.49},                                                │ │\n",
+       "│   │ │         {'account_type': 'penalty', 'rate': 29.99}                                                      │ │\n",
        "│   │ │     ]                                                                                                   │ │\n",
-       "│   │ │ )                                                                                                       │ │\n",
+       "│   │ │ }                                                                                                       │ │\n",
        "│   │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "│   ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "└── ╭────────────────────────────────────────────────── Step 1 ───────────────────────────────────────────────────╮\n",
@@ -842,73 +952,59 @@
        "    │ │ I was given the following JSON response, which had problems due to incorrect values.                    │ │\n",
        "    │ │                                                                                                         │ │\n",
        "    │ │ {                                                                                                       │ │\n",
-       "    │ │   \"incorrect_value\": {                                                                                  │ │\n",
-       "    │ │     \"fees\": [                                                                                           │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 1,                                                                                     │ │\n",
-       "    │ │         \"name\": \"annual membership fee\",                                                                │ │\n",
-       "    │ │         \"explanation\": \"None\",                                                                          │ │\n",
-       "    │ │         \"value\": 0.0                                                                                    │ │\n",
+       "    │ │   \"fees\": [                                                                                             │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"annual membership\",                                                                      │ │\n",
+       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": {                                                                                         │ │\n",
+       "    │ │         \"incorrect_value\": \"my chase plan fee\",                                                         │ │\n",
+       "    │ │         \"error_messages\": [                                                                             │ │\n",
+       "    │ │           \"Value must be exactly two words\"                                                             │ │\n",
+       "    │ │         ]                                                                                               │ │\n",
        "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 2,                                                                                     │ │\n",
-       "    │ │         \"name\": \"my chase plan fee\",                                                                    │ │\n",
-       "    │ │         \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount │ │\n",
-       "    │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that, monthly fee  │ │\n",
+       "    │ │       \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount   │ │\n",
+       "    │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee   │ │\n",
        "    │ │ of 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase    │ │\n",
        "    │ │ Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will       │ │\n",
        "    │ │ remain the same until the My Chase Plan is paid in full.\",                                              │ │\n",
-       "    │ │         \"value\": 1.72                                                                                   │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 3,                                                                                     │ │\n",
-       "    │ │         \"name\": \"balance transfers intro fee\",                                                          │ │\n",
-       "    │ │         \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on        │ │\n",
-       "    │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
-       "    │ │ transfer, whichever is greater.\",                                                                       │ │\n",
-       "    │ │         \"value\": 5.0                                                                                    │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 4,                                                                                     │ │\n",
-       "    │ │         \"name\": \"cash advances\",                                                                        │ │\n",
-       "    │ │         \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",     │ │\n",
-       "    │ │         \"value\": 5.0                                                                                    │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 5,                                                                                     │ │\n",
-       "    │ │         \"name\": \"foreign transactions\",                                                                 │ │\n",
-       "    │ │         \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                         │ │\n",
-       "    │ │         \"value\": 3.0                                                                                    │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 6,                                                                                     │ │\n",
-       "    │ │         \"name\": \"late payment\",                                                                         │ │\n",
-       "    │ │         \"explanation\": \"Up to $40.\",                                                                    │ │\n",
-       "    │ │         \"value\": 40.0                                                                                   │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 7,                                                                                     │ │\n",
-       "    │ │         \"name\": \"over-the-credit-limit\",                                                                │ │\n",
-       "    │ │         \"explanation\": \"None\",                                                                          │ │\n",
-       "    │ │         \"value\": null                                                                                   │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 8,                                                                                     │ │\n",
-       "    │ │         \"name\": \"return payment\",                                                                       │ │\n",
-       "    │ │         \"explanation\": \"Up to $40.\",                                                                    │ │\n",
-       "    │ │         \"value\": 40                                                                                     │ │\n",
-       "    │ │       },                                                                                                │ │\n",
-       "    │ │       {                                                                                                 │ │\n",
-       "    │ │         \"index\": 9,                                                                                     │ │\n",
-       "    │ │         \"name\": \"return check\",                                                                         │ │\n",
-       "    │ │         \"explanation\": \"None\",                                                                          │ │\n",
-       "    │ │         \"value\": null                                                                                   │ │\n",
-       "    │ │       }                                                                                                 │ │\n",
-       "    │ │     ],                                                                                                  │ │\n",
-       "    │ │     \"interest_rates\": null                                                                              │ │\n",
-       "    │ │   },                                                                                                    │ │\n",
-       "    │ │   \"error_messages\": [                                                                                   │ │\n",
-       "    │ │     \"JSON does not match schema\"                                                                        │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"transaction fees\",                                                                       │ │\n",
+       "    │ │       \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer,   │ │\n",
+       "    │ │ whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5%  │ │\n",
+       "    │ │ of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of  │ │\n",
+       "    │ │ each transaction, whichever is greater.\",                                                               │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"foreign transactions\",                                                                   │ │\n",
+       "    │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"name\": \"penalty fees\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40.  │ │\n",
+       "    │ │ Return Check: None\",                                                                                    │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     }                                                                                                   │ │\n",
+       "    │ │   ],                                                                                                    │ │\n",
+       "    │ │   \"interest_rates\": [                                                                                   │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"purchase/my chase loan/balance transfer\",                                        │ │\n",
+       "    │ │       \"rate\": 19.49                                                                                     │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"cash advance\",                                                                   │ │\n",
+       "    │ │       \"rate\": 29.49                                                                                     │ │\n",
+       "    │ │     },                                                                                                  │ │\n",
+       "    │ │     {                                                                                                   │ │\n",
+       "    │ │       \"account_type\": \"penalty\",                                                                        │ │\n",
+       "    │ │       \"rate\": 29.99                                                                                     │ │\n",
+       "    │ │     }                                                                                                   │ │\n",
        "    │ │   ]                                                                                                     │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ │                                                                                                         │ │\n",
@@ -920,14 +1016,18 @@
        "    │ │ <output>                                                                                                │ │\n",
        "    │ │     <list name=\"fees\" description=\"What fees and charges are associated with my account?\">              │ │\n",
        "    │ │         <object>                                                                                        │ │\n",
-       "    │ │             <integer name=\"index\" format=\"1-indexed\"/>                                                  │ │\n",
-       "    │ │             <string name=\"name\" format=\"lower-case; two-words\"/>                                        │ │\n",
-       "    │ │             <string name=\"explanation\" format=\"one-line\"/>                                              │ │\n",
-       "    │ │             <float name=\"value\" format=\"percentage\"/>                                                   │ │\n",
+       "    │ │             <string name=\"name\" format=\"guardrails/lowercase; guardrails/two_words\"/>                   │ │\n",
+       "    │ │             <string name=\"explanation\" format=\"guardrails/one_line\"/>                                   │ │\n",
+       "    │ │             <float name=\"value\" description=\"The fee amount in USD or as a percentage.\"/>               │ │\n",
+       "    │ │         </object>                                                                                       │ │\n",
+       "    │ │     </list>                                                                                             │ │\n",
+       "    │ │     <list name=\"interest_rates\" description=\"What are the interest rates offered by the bank on         │ │\n",
+       "    │ │ different kinds of accounts and products?\">                                                             │ │\n",
+       "    │ │         <object>                                                                                        │ │\n",
+       "    │ │             <string name=\"account_type\" format=\"guardrails/lowercase\"/>                                 │ │\n",
+       "    │ │             <float name=\"rate\" description=\"The annual percentage rate (APR) for the account type.\"/>   │ │\n",
        "    │ │         </object>                                                                                       │ │\n",
        "    │ │     </list>                                                                                             │ │\n",
-       "    │ │     <object name=\"interest_rates\" description=\"What are the interest rates offered by the bank on       │ │\n",
-       "    │ │ savings and checking accounts, loans, and credit products?\"/>                                           │ │\n",
        "    │ │ </output>                                                                                               │ │\n",
        "    │ │                                                                                                         │ │\n",
        "    │ │                                                                                                         │ │\n",
@@ -939,22 +1039,8 @@
        "    │ │                                                                                                         │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭───────────────────────────────────────────── Instructions ──────────────────────────────────────────────╮ │\n",
-       "    │ │                                                                                                         │ │\n",
-       "    │ │ You are a helpful assistant only capable of communicating with valid JSON, and no other text.           │ │\n",
-       "    │ │                                                                                                         │ │\n",
-       "    │ │ ONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the │ │\n",
-       "    │ │ `name` attribute of the corresponding XML, and the value is of the type specified by the corresponding  │ │\n",
-       "    │ │ XML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g.        │ │\n",
-       "    │ │ requests for lists, objects and specific types. Be correct and concise. If you are unsure anywhere,     │ │\n",
-       "    │ │ enter `null`.                                                                                           │ │\n",
-       "    │ │                                                                                                         │ │\n",
-       "    │ │ Here are examples of simple (XML, JSON) pairs that show the expected behavior:                          │ │\n",
-       "    │ │ - `<string name='foo' format='two-words lower-case' />` => `{'foo': 'example one'}`                     │ │\n",
-       "    │ │ - `<list name='bar'><string format='upper-case' /></list>` => `{\"bar\": ['STRING ONE', 'STRING TWO',     │ │\n",
-       "    │ │ etc.]}`                                                                                                 │ │\n",
-       "    │ │ - `<object name='baz'><string name=\"foo\" format=\"capitalize two-words\" /><integer name=\"index\"          │ │\n",
-       "    │ │ format=\"1-indexed\" /></object>` => `{'baz': {'foo': 'Some String', 'index': 1}}`                        │ │\n",
-       "    │ │                                                                                                         │ │\n",
+       "    │ │ You are a helpful assistant, able to express yourself purely through JSON, strictly and precisely       │ │\n",
+       "    │ │ adhering to the provided XML schemas.                                                                   │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭──────────────────────────────────────────── Message History ────────────────────────────────────────────╮ │\n",
        "    │ │ No message history.                                                                                     │ │\n",
@@ -963,146 +1049,97 @@
        "    │ │ {                                                                                                       │ │\n",
        "    │ │   \"fees\": [                                                                                             │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 1,                                                                                       │ │\n",
-       "    │ │       \"name\": \"annual membership fee\",                                                                  │ │\n",
+       "    │ │       \"name\": \"annual membership\",                                                                      │ │\n",
        "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
        "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 2,                                                                                       │ │\n",
        "    │ │       \"name\": \"my chase plan fee\",                                                                      │ │\n",
        "    │ │       \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount   │ │\n",
        "    │ │ selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee   │ │\n",
        "    │ │ of 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase    │ │\n",
        "    │ │ Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will       │ │\n",
        "    │ │ remain the same until the My Chase Plan is paid in full.\",                                              │ │\n",
-       "    │ │       \"value\": 1.72                                                                                     │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 3,                                                                                       │ │\n",
-       "    │ │       \"name\": \"balance transfers intro fee\",                                                            │ │\n",
-       "    │ │       \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on          │ │\n",
-       "    │ │ transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each     │ │\n",
-       "    │ │ transfer, whichever is greater.\",                                                                       │ │\n",
-       "    │ │       \"value\": 5.0                                                                                      │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 4,                                                                                       │ │\n",
-       "    │ │       \"name\": \"cash advances\",                                                                          │ │\n",
-       "    │ │       \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",       │ │\n",
-       "    │ │       \"value\": 5.0                                                                                      │ │\n",
+       "    │ │       \"name\": \"transaction fees\",                                                                       │ │\n",
+       "    │ │       \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer,   │ │\n",
+       "    │ │ whichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5%  │ │\n",
+       "    │ │ of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of  │ │\n",
+       "    │ │ each transaction, whichever is greater.\",                                                               │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 5,                                                                                       │ │\n",
        "    │ │       \"name\": \"foreign transactions\",                                                                   │ │\n",
-       "    │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",                           │ │\n",
-       "    │ │       \"value\": 3.0                                                                                      │ │\n",
+       "    │ │       \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",                            │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 6,                                                                                       │ │\n",
-       "    │ │       \"name\": \"late payment\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
-       "    │ │       \"value\": 40.0                                                                                     │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
+       "    │ │       \"name\": \"penalty fees\",                                                                           │ │\n",
+       "    │ │       \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40.  │ │\n",
+       "    │ │ Return Check: None\",                                                                                    │ │\n",
+       "    │ │       \"value\": 0.0                                                                                      │ │\n",
+       "    │ │     }                                                                                                   │ │\n",
+       "    │ │   ],                                                                                                    │ │\n",
+       "    │ │   \"interest_rates\": [                                                                                   │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 7,                                                                                       │ │\n",
-       "    │ │       \"name\": \"over-the-credit-limit\",                                                                  │ │\n",
-       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
-       "    │ │       \"value\": null                                                                                     │ │\n",
+       "    │ │       \"account_type\": \"purchase/my chase loan/balance transfer\",                                        │ │\n",
+       "    │ │       \"rate\": 19.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 8,                                                                                       │ │\n",
-       "    │ │       \"name\": \"return payment\",                                                                         │ │\n",
-       "    │ │       \"explanation\": \"Up to $40.\",                                                                      │ │\n",
-       "    │ │       \"value\": 40.0                                                                                     │ │\n",
+       "    │ │       \"account_type\": \"cash advance\",                                                                   │ │\n",
+       "    │ │       \"rate\": 29.49                                                                                     │ │\n",
        "    │ │     },                                                                                                  │ │\n",
        "    │ │     {                                                                                                   │ │\n",
-       "    │ │       \"index\": 9,                                                                                       │ │\n",
-       "    │ │       \"name\": \"return check\",                                                                           │ │\n",
-       "    │ │       \"explanation\": \"None\",                                                                            │ │\n",
-       "    │ │       \"value\": null                                                                                     │ │\n",
+       "    │ │       \"account_type\": \"penalty\",                                                                        │ │\n",
+       "    │ │       \"rate\": 29.99                                                                                     │ │\n",
        "    │ │     }                                                                                                   │ │\n",
-       "    │ │   ],                                                                                                    │ │\n",
-       "    │ │   \"interest_rates\": null                                                                                │ │\n",
+       "    │ │   ]                                                                                                     │ │\n",
        "    │ │ }                                                                                                       │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    │ ╭─────────────────────────────────────────── Validated Output ────────────────────────────────────────────╮ │\n",
-       "    │ │ SkeletonReAsk(                                                                                          │ │\n",
-       "    │ │     incorrect_value={                                                                                   │ │\n",
-       "    │ │         'fees': [                                                                                       │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 1,                                                                             │ │\n",
-       "    │ │                 'name': 'annual membership fee',                                                        │ │\n",
-       "    │ │                 'explanation': 'None',                                                                  │ │\n",
-       "    │ │                 'value': 0.0                                                                            │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 2,                                                                             │ │\n",
-       "    │ │                 'name': 'my chase plan fee',                                                            │ │\n",
-       "    │ │                 'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction   │ │\n",
-       "    │ │ or amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,     │ │\n",
+       "    │ │ {                                                                                                       │ │\n",
+       "    │ │     'fees': [                                                                                           │ │\n",
+       "    │ │         {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},                             │ │\n",
+       "    │ │         {                                                                                               │ │\n",
+       "    │ │             'name': 'my chase',                                                                         │ │\n",
+       "    │ │             'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or    │ │\n",
+       "    │ │ amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that,        │ │\n",
        "    │ │ monthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a │ │\n",
        "    │ │ My Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and   │ │\n",
        "    │ │ will remain the same until the My Chase Plan is paid in full.',                                         │ │\n",
-       "    │ │                 'value': 1.72                                                                           │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 3,                                                                             │ │\n",
-       "    │ │                 'name': 'balance transfers intro fee',                                                  │ │\n",
-       "    │ │                 'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater,   │ │\n",
-       "    │ │ on transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each  │ │\n",
-       "    │ │ transfer, whichever is greater.',                                                                       │ │\n",
-       "    │ │                 'value': 5.0                                                                            │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 4,                                                                             │ │\n",
-       "    │ │                 'name': 'cash advances',                                                                │ │\n",
-       "    │ │                 'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is        │ │\n",
-       "    │ │ greater.',                                                                                              │ │\n",
-       "    │ │                 'value': 5.0                                                                            │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 5,                                                                             │ │\n",
-       "    │ │                 'name': 'foreign transactions',                                                         │ │\n",
-       "    │ │                 'explanation': '3% of the amount of each transaction in U.S. dollars.',                 │ │\n",
-       "    │ │                 'value': 3.0                                                                            │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 6,                                                                             │ │\n",
-       "    │ │                 'name': 'late payment',                                                                 │ │\n",
-       "    │ │                 'explanation': 'Up to $40.',                                                            │ │\n",
-       "    │ │                 'value': 40.0                                                                           │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 7,                                                                             │ │\n",
-       "    │ │                 'name': 'over-the-credit-limit',                                                        │ │\n",
-       "    │ │                 'explanation': 'None',                                                                  │ │\n",
-       "    │ │                 'value': None                                                                           │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 8,                                                                             │ │\n",
-       "    │ │                 'name': 'return payment',                                                               │ │\n",
-       "    │ │                 'explanation': 'Up to $40.',                                                            │ │\n",
-       "    │ │                 'value': 40.0                                                                           │ │\n",
-       "    │ │             },                                                                                          │ │\n",
-       "    │ │             {                                                                                           │ │\n",
-       "    │ │                 'index': 9,                                                                             │ │\n",
-       "    │ │                 'name': 'return check',                                                                 │ │\n",
-       "    │ │                 'explanation': 'None',                                                                  │ │\n",
-       "    │ │                 'value': None                                                                           │ │\n",
-       "    │ │             }                                                                                           │ │\n",
-       "    │ │         ],                                                                                              │ │\n",
-       "    │ │         'interest_rates': None                                                                          │ │\n",
-       "    │ │     },                                                                                                  │ │\n",
-       "    │ │     fail_results=[                                                                                      │ │\n",
-       "    │ │         FailResult(                                                                                     │ │\n",
-       "    │ │             outcome='fail',                                                                             │ │\n",
-       "    │ │             metadata=None,                                                                              │ │\n",
-       "    │ │             error_message='JSON does not match schema',                                                 │ │\n",
-       "    │ │             fix_value=None                                                                              │ │\n",
-       "    │ │         )                                                                                               │ │\n",
+       "    │ │             'value': 0.0                                                                                │ │\n",
+       "    │ │         },                                                                                              │ │\n",
+       "    │ │         {                                                                                               │ │\n",
+       "    │ │             'name': 'transaction fees',                                                                 │ │\n",
+       "    │ │             'explanation': 'Balance Transfers: Intro fee of either $5 or 3% of the amount of each       │ │\n",
+       "    │ │ transfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either │ │\n",
+       "    │ │ $5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the   │ │\n",
+       "    │ │ amount of each transaction, whichever is greater.',                                                     │ │\n",
+       "    │ │             'value': 0.0                                                                                │ │\n",
+       "    │ │         },                                                                                              │ │\n",
+       "    │ │         {                                                                                               │ │\n",
+       "    │ │             'name': 'foreign transactions',                                                             │ │\n",
+       "    │ │             'explanation': '3% of the amount of each transaction in U.S. dollars',                      │ │\n",
+       "    │ │             'value': 0.0                                                                                │ │\n",
+       "    │ │         },                                                                                              │ │\n",
+       "    │ │         {                                                                                               │ │\n",
+       "    │ │             'name': 'penalty fees',                                                                     │ │\n",
+       "    │ │             'explanation': 'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to │ │\n",
+       "    │ │ $40. Return Check: None',                                                                               │ │\n",
+       "    │ │             'value': 0.0                                                                                │ │\n",
+       "    │ │         }                                                                                               │ │\n",
+       "    │ │     ],                                                                                                  │ │\n",
+       "    │ │     'interest_rates': [                                                                                 │ │\n",
+       "    │ │         {                                                                                               │ │\n",
+       "    │ │             'account_type': 'purchase/my chase loan/balance transfer',                                  │ │\n",
+       "    │ │             'rate': 19.49                                                                               │ │\n",
+       "    │ │         },                                                                                              │ │\n",
+       "    │ │         {'account_type': 'cash advance', 'rate': 29.49},                                                │ │\n",
+       "    │ │         {'account_type': 'penalty', 'rate': 29.99}                                                      │ │\n",
        "    │ │     ]                                                                                                   │ │\n",
-       "    │ │ )                                                                                                       │ │\n",
+       "    │ │ }                                                                                                       │ │\n",
        "    │ ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
        "    ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
\n"
@@ -1111,9 +1148,9 @@
        "Logs\n",
        "├── ╭────────────────────────────────────────────────── Step 0 ───────────────────────────────────────────────────╮\n",
        "│   │ \u001b[48;2;240;248;255m╭─\u001b[0m\u001b[48;2;240;248;255m───────────────────────────────────────────────\u001b[0m\u001b[48;2;240;248;255m Prompt \u001b[0m\u001b[48;2;240;248;255m────────────────────────────────────────────────\u001b[0m\u001b[48;2;240;248;255m─╮\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mGiven the following document, answer the following questions. If the answer doesn't exist in the \u001b[0m\u001b[48;2;240;248;255m      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mdocument, enter \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m`null`.\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mdocument, enter 'None'.\u001b[0m\u001b[48;2;240;248;255m                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m2/25/23, 7:59 PM about:blank\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mabout:blank 1/4\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1238,192 +1275,155 @@
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mon the account.\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m3. By providing your mobile ph\u001b[0m\u001b[48;2;240;248;255m                                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mExtract information from this document and return a JSON that follows the correct schema.\u001b[0m\u001b[48;2;240;248;255m              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mGiven below is XML that describes the information to extract from this document and the tags to extract\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mit into.\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m`name` attribute of the corresponding XML, and the value is of the type specified by the corresponding \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mXML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g. \u001b[0m\u001b[48;2;240;248;255m      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mrequests for lists, objects and specific types. Be correct and concise.\u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mHere are examples of simple (XML, JSON) pairs that show the expected behavior:\u001b[0m\u001b[48;2;240;248;255m                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{'foo': 'example one'}`\u001b[0m\u001b[48;2;240;248;255m                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{\"bar\": ['STRING ONE', 'STRING TWO', \u001b[0m\u001b[48;2;240;248;255m   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255metc.]}`\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m- `` => `{'baz': {'foo': 'Some String', 'index': 1}}`\u001b[0m\u001b[48;2;240;248;255m                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;248;255m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   │ \u001b[48;2;255;240;242m╭─\u001b[0m\u001b[48;2;255;240;242m────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m Instructions \u001b[0m\u001b[48;2;255;240;242m─────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m─╮\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mYou are a helpful assistant only capable of communicating with valid JSON, and no other text.\u001b[0m\u001b[48;2;255;240;242m          \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m`name` attribute of the corresponding XML, and the value is of the type specified by the corresponding \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mXML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g. \u001b[0m\u001b[48;2;255;240;242m      \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mrequests for lists, objects and specific types. Be correct and concise. If you are unsure anywhere, \u001b[0m\u001b[48;2;255;240;242m   \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242menter `null`.\u001b[0m\u001b[48;2;255;240;242m                                                                                          \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mHere are examples of simple (XML, JSON) pairs that show the expected behavior:\u001b[0m\u001b[48;2;255;240;242m                         \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{'foo': 'example one'}`\u001b[0m\u001b[48;2;255;240;242m                    \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{\"bar\": ['STRING ONE', 'STRING TWO', \u001b[0m\u001b[48;2;255;240;242m   \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242metc.]}`\u001b[0m\u001b[48;2;255;240;242m                                                                                                \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{'baz': {'foo': 'Some String', 'index': 1}}`\u001b[0m\u001b[48;2;255;240;242m                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mYou are a helpful assistant, able to express yourself purely through JSON, strictly and precisely \u001b[0m\u001b[48;2;255;240;242m     \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242madhering to the provided XML schemas.\u001b[0m\u001b[48;2;255;240;242m                                                                  \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
        "│   │ \u001b[48;2;255;240;242m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   │ \u001b[48;2;231;223;235m╭─\u001b[0m\u001b[48;2;231;223;235m───────────────────────────────────────────\u001b[0m\u001b[48;2;231;223;235m Message History \u001b[0m\u001b[48;2;231;223;235m───────────────────────────────────────────\u001b[0m\u001b[48;2;231;223;235m─╮\u001b[0m │\n",
        "│   │ \u001b[48;2;231;223;235m│\u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235mNo message history.\u001b[0m\u001b[48;2;231;223;235m                                                                                    \u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235m│\u001b[0m │\n",
        "│   │ \u001b[48;2;231;223;235m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m╭─\u001b[0m\u001b[48;2;245;245;220m───────────────────────────────────────────\u001b[0m\u001b[48;2;245;245;220m Raw LLM Output \u001b[0m\u001b[48;2;245;245;220m────────────────────────────────────────────\u001b[0m\u001b[48;2;245;245;220m─╮\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"fees\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 1,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"annual membership fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 2,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mselected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that, monthly fee \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mof 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mPlan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will \u001b[0m\u001b[48;2;245;245;220m     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mremain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;245;245;220m                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 1.72\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 3,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;245;245;220m                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;245;245;220m        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;245;245;220m   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 5\u001b[0m\u001b[48;2;245;245;220m                                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 4,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"cash advances\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 5\u001b[0m\u001b[48;2;245;245;220m                                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 5,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;245;245;220m                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 3\u001b[0m\u001b[48;2;245;245;220m                                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 6,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"late payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 7,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": null\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 8,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 9,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return check\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": null\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"interest_rates\": null\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"fees\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"annual membership\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;245;245;220m                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mwill remain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;245;245;220m                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;245;245;220m     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m$5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mamount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",\u001b[0m\u001b[48;2;245;245;220m                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m$40. Return Check: None\",\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"value\": 0\u001b[0m\u001b[48;2;245;245;220m                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        }\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    \"interest_rates\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;245;245;220m                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;245;245;220m                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        },\u001b[0m\u001b[48;2;245;245;220m                                                                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        {\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m            \"rate\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m        }\u001b[0m\u001b[48;2;245;245;220m                                                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    ]\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m}\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "│   │ \u001b[48;2;245;245;220m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m╭─\u001b[0m\u001b[48;2;240;255;240m──────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m Validated Output \u001b[0m\u001b[48;2;240;255;240m───────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m─╮\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mSkeletonReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    incorrect_value={\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 1,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'annual membership fee',\u001b[0m\u001b[48;2;240;255;240m                                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 2,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'my chase plan fee',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mor amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that, \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m{\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': FieldReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                incorrect_value='my chase plan fee',\u001b[0m\u001b[48;2;240;255;240m                                                   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        error_message='Value must be exactly two words',\u001b[0m\u001b[48;2;240;255;240m                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                        fix_value='my chase'\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                    )\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                ],\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                path=['fees', 1, 'name']\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            ),\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mwill remain the same until the My Chase Plan is paid in full.',\u001b[0m\u001b[48;2;240;255;240m                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 1.72\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 3,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'balance transfers intro fee',\u001b[0m\u001b[48;2;240;255;240m                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mon transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 4,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'cash advances',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mgreater.',\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 5,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': '3% of the amount of each transaction in U.S. dollars.',\u001b[0m\u001b[48;2;240;255;240m                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 6,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'late payment',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 40.0\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 7,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'over-the-credit-limit',\u001b[0m\u001b[48;2;240;255;240m                                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': None\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 8,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'return payment',\u001b[0m\u001b[48;2;240;255;240m                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 40\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 9,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'return check',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': None\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            }\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        ],\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'interest_rates': None\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    },\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            error_message='JSON does not match schema',\u001b[0m\u001b[48;2;240;255;240m                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            fix_value=None\u001b[0m\u001b[48;2;240;255;240m                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        )\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'transaction fees',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Balance Transfers: Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;240;255;240m     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount of each transaction, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': '3% of the amount of each transaction in U.S. dollars',\u001b[0m\u001b[48;2;240;255;240m                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'penalty fees',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$40. Return Check: None',\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        }\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': [\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'account_type': 'purchase/my chase loan/balance transfer',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'rate': 19.49\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'cash advance', 'rate': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'penalty', 'rate': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ]\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m)\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "│   │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m}\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "│   │ \u001b[48;2;240;255;240m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "│   ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "└── ╭────────────────────────────────────────────────── Step 1 ───────────────────────────────────────────────────╮\n",
@@ -1432,73 +1432,59 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mI was given the following JSON response, which had problems due to incorrect values.\u001b[0m\u001b[48;2;240;248;255m                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m{\u001b[0m\u001b[48;2;240;248;255m                                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"incorrect_value\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"fees\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 1,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"annual membership fee\",\u001b[0m\u001b[48;2;240;248;255m                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"fees\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"annual membership\",\u001b[0m\u001b[48;2;240;248;255m                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": {\u001b[0m\u001b[48;2;240;248;255m                                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"incorrect_value\": \"my chase plan fee\",\u001b[0m\u001b[48;2;240;248;255m                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m          \"Value must be exactly two words\"\u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        ]\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 2,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;240;248;255m                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mselected to create a My Chase Plan while in the 0% Intro Purchase APR period.\\nAfter that, monthly fee \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mof 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mPlan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will \u001b[0m\u001b[48;2;240;248;255m     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mremain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 1.72\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 3,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;240;248;255m                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;240;248;255m      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;248;255m   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 5.0\u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 4,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"cash advances\",\u001b[0m\u001b[48;2;240;248;255m                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 5.0\u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 5,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;240;248;255m                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;240;248;255m                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 3.0\u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 6,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"late payment\",\u001b[0m\u001b[48;2;240;248;255m                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 40.0\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 7,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;240;248;255m                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": null\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 8,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"return payment\",\u001b[0m\u001b[48;2;240;248;255m                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;240;248;255m                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": 40\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      },\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      {\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"index\": 9,\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"name\": \"return check\",\u001b[0m\u001b[48;2;240;248;255m                                                                        \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"explanation\": \"None\",\u001b[0m\u001b[48;2;240;248;255m                                                                         \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \"value\": null\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      }\u001b[0m\u001b[48;2;240;248;255m                                                                                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    ],\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"interest_rates\": null\u001b[0m\u001b[48;2;240;248;255m                                                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  },\u001b[0m\u001b[48;2;240;248;255m                                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"error_messages\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \"JSON does not match schema\"\u001b[0m\u001b[48;2;240;248;255m                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;240;248;255m                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mof the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255meach transaction, whichever is greater.\",\u001b[0m\u001b[48;2;240;248;255m                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",\u001b[0m\u001b[48;2;240;248;255m                           \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;240;248;255m                                                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40. \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255mReturn Check: None\",\u001b[0m\u001b[48;2;240;248;255m                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"value\": 0.0\u001b[0m\u001b[48;2;240;248;255m                                                                                     \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    }\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  ],\u001b[0m\u001b[48;2;240;248;255m                                                                                                   \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  \"interest_rates\": [\u001b[0m\u001b[48;2;240;248;255m                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 19.49\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;240;248;255m                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 29.49\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    },\u001b[0m\u001b[48;2;240;248;255m                                                                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    {\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;240;248;255m                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m      \"rate\": 29.99\u001b[0m\u001b[48;2;240;248;255m                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    }\u001b[0m\u001b[48;2;240;248;255m                                                                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m  ]\u001b[0m\u001b[48;2;240;248;255m                                                                                                    \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m}\u001b[0m\u001b[48;2;240;248;255m                                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1510,14 +1496,18 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                               \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                 \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                             \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m                                \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m            \u001b[0m\u001b[48;2;240;248;255m  \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m        \u001b[0m\u001b[48;2;240;248;255m                                                                                      \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                                                                            \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m    \u001b[0m\u001b[48;2;240;248;255m                                          \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m\u001b[0m\u001b[48;2;240;248;255m                                                                                              \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
@@ -1529,22 +1519,8 @@
        "    │ \u001b[48;2;240;248;255m│\u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m                                                                                                       \u001b[0m\u001b[48;2;240;248;255m \u001b[0m\u001b[48;2;240;248;255m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;248;255m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;255;240;242m╭─\u001b[0m\u001b[48;2;255;240;242m────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m Instructions \u001b[0m\u001b[48;2;255;240;242m─────────────────────────────────────────────\u001b[0m\u001b[48;2;255;240;242m─╮\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mYou are a helpful assistant only capable of communicating with valid JSON, and no other text.\u001b[0m\u001b[48;2;255;240;242m          \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mONLY return a valid JSON object (no other text is necessary), where the key of the field in JSON is the\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m`name` attribute of the corresponding XML, and the value is of the type specified by the corresponding \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mXML's tag. The JSON MUST conform to the XML format, including any types and format requests e.g. \u001b[0m\u001b[48;2;255;240;242m      \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mrequests for lists, objects and specific types. Be correct and concise. If you are unsure anywhere, \u001b[0m\u001b[48;2;255;240;242m   \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242menter `null`.\u001b[0m\u001b[48;2;255;240;242m                                                                                          \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mHere are examples of simple (XML, JSON) pairs that show the expected behavior:\u001b[0m\u001b[48;2;255;240;242m                         \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{'foo': 'example one'}`\u001b[0m\u001b[48;2;255;240;242m                    \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{\"bar\": ['STRING ONE', 'STRING TWO', \u001b[0m\u001b[48;2;255;240;242m   \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242metc.]}`\u001b[0m\u001b[48;2;255;240;242m                                                                                                \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m- `` => `{'baz': {'foo': 'Some String', 'index': 1}}`\u001b[0m\u001b[48;2;255;240;242m                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
-       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m                                                                                                       \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
+       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242mYou are a helpful assistant, able to express yourself purely through JSON, strictly and precisely \u001b[0m\u001b[48;2;255;240;242m     \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
+       "    │ \u001b[48;2;255;240;242m│\u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242madhering to the provided XML schemas.\u001b[0m\u001b[48;2;255;240;242m                                                                  \u001b[0m\u001b[48;2;255;240;242m \u001b[0m\u001b[48;2;255;240;242m│\u001b[0m │\n",
        "    │ \u001b[48;2;255;240;242m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;231;223;235m╭─\u001b[0m\u001b[48;2;231;223;235m───────────────────────────────────────────\u001b[0m\u001b[48;2;231;223;235m Message History \u001b[0m\u001b[48;2;231;223;235m───────────────────────────────────────────\u001b[0m\u001b[48;2;231;223;235m─╮\u001b[0m │\n",
        "    │ \u001b[48;2;231;223;235m│\u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235mNo message history.\u001b[0m\u001b[48;2;231;223;235m                                                                                    \u001b[0m\u001b[48;2;231;223;235m \u001b[0m\u001b[48;2;231;223;235m│\u001b[0m │\n",
@@ -1553,151 +1529,102 @@
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m{\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"fees\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                            \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 1,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"annual membership fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"annual membership\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 2,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"my chase plan fee\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Monthly fee of 0% of the amount of each eligible purchase transaction or amount \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mselected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, monthly fee \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mof 1.72% of the amount of each eligible purchase transaction or amount selected to create a My Chase \u001b[0m\u001b[48;2;245;245;220m  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mPlan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and will \u001b[0m\u001b[48;2;245;245;220m     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mremain the same until the My Chase Plan is paid in full.\",\u001b[0m\u001b[48;2;245;245;220m                                             \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 1.72\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 3,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"balance transfers intro fee\",\u001b[0m\u001b[48;2;245;245;220m                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $5 or 3% of the amount of each transfer, whichever is greater, on \u001b[0m\u001b[48;2;245;245;220m        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;245;245;220m   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mtransfer, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 5.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 4,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"cash advances\",\u001b[0m\u001b[48;2;245;245;220m                                                                         \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Either $10 or 5% of the amount of each transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 5.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"transaction fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Balance Transfers: Intro fee of either $5 or 3% of the amount of each transfer, \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mwhichever is greater, on transfers made within 60 days of account opening. After that: Either $5 or 5% \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mof the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the amount of \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220meach transaction, whichever is greater.\",\u001b[0m\u001b[48;2;245;245;220m                                                              \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 5,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"foreign transactions\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars.\",\u001b[0m\u001b[48;2;245;245;220m                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 3.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"3% of the amount of each transaction in U.S. dollars\",\u001b[0m\u001b[48;2;245;245;220m                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 6,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"late payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40.0\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"penalty fees\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to $40. \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220mReturn Check: None\",\u001b[0m\u001b[48;2;245;245;220m                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 0.0\u001b[0m\u001b[48;2;245;245;220m                                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"interest_rates\": [\u001b[0m\u001b[48;2;245;245;220m                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 7,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"over-the-credit-limit\",\u001b[0m\u001b[48;2;245;245;220m                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": null\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"purchase/my chase loan/balance transfer\",\u001b[0m\u001b[48;2;245;245;220m                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 19.49\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 8,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return payment\",\u001b[0m\u001b[48;2;245;245;220m                                                                        \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"Up to $40.\",\u001b[0m\u001b[48;2;245;245;220m                                                                     \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": 40.0\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"cash advance\",\u001b[0m\u001b[48;2;245;245;220m                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 29.49\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    },\u001b[0m\u001b[48;2;245;245;220m                                                                                                 \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    {\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"index\": 9,\u001b[0m\u001b[48;2;245;245;220m                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"name\": \"return check\",\u001b[0m\u001b[48;2;245;245;220m                                                                          \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"explanation\": \"None\",\u001b[0m\u001b[48;2;245;245;220m                                                                           \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"value\": null\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"account_type\": \"penalty\",\u001b[0m\u001b[48;2;245;245;220m                                                                       \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m      \"rate\": 29.99\u001b[0m\u001b[48;2;245;245;220m                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m    }\u001b[0m\u001b[48;2;245;245;220m                                                                                                  \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ],\u001b[0m\u001b[48;2;245;245;220m                                                                                                   \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
-       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  \"interest_rates\": null\u001b[0m\u001b[48;2;245;245;220m                                                                               \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
+       "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m  ]\u001b[0m\u001b[48;2;245;245;220m                                                                                                    \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m│\u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m}\u001b[0m\u001b[48;2;245;245;220m                                                                                                      \u001b[0m\u001b[48;2;245;245;220m \u001b[0m\u001b[48;2;245;245;220m│\u001b[0m │\n",
        "    │ \u001b[48;2;245;245;220m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╭─\u001b[0m\u001b[48;2;240;255;240m──────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m Validated Output \u001b[0m\u001b[48;2;240;255;240m───────────────────────────────────────────\u001b[0m\u001b[48;2;240;255;240m─╮\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mSkeletonReAsk(\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    incorrect_value={\u001b[0m\u001b[48;2;240;255;240m                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 1,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'annual membership fee',\u001b[0m\u001b[48;2;240;255;240m                                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 2,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'my chase plan fee',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mor amount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;240;255;240m   \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m{\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'fees': [\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'name': 'annual membership', 'explanation': 'None', 'value': 0.0},\u001b[0m\u001b[48;2;240;255;240m                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'my chase',\u001b[0m\u001b[48;2;240;255;240m                                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Monthly fee of 0% of the amount of each eligible purchase transaction or \u001b[0m\u001b[48;2;240;255;240m  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount selected to create a My Chase Plan while in the 0% Intro Purchase APR period. After that, \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mmonthly fee of 1.72% of the amount of each eligible purchase transaction or amount selected to create a\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mMy Chase Plan. The My Chase Plan Fee will be determined at the time each My Chase Plan is created and \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mwill remain the same until the My Chase Plan is paid in full.',\u001b[0m\u001b[48;2;240;255;240m                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 1.72\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 3,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'balance transfers intro fee',\u001b[0m\u001b[48;2;240;255;240m                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Either $5 or 3% of the amount of each transfer, whichever is greater, \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mon transfers made within 60 days of account opening. After that: Either $5 or 5% of the amount of each \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 4,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'cash advances',\u001b[0m\u001b[48;2;240;255;240m                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Either $10 or 5% of the amount of each transaction, whichever is \u001b[0m\u001b[48;2;240;255;240m      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mgreater.',\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 5.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 5,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                        \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': '3% of the amount of each transaction in U.S. dollars.',\u001b[0m\u001b[48;2;240;255;240m                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 3.0\u001b[0m\u001b[48;2;240;255;240m                                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 6,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'late payment',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 40.0\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 7,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'over-the-credit-limit',\u001b[0m\u001b[48;2;240;255;240m                                                       \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': None\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 8,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'return payment',\u001b[0m\u001b[48;2;240;255;240m                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'Up to $40.',\u001b[0m\u001b[48;2;240;255;240m                                                           \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': 40.0\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            },\u001b[0m\u001b[48;2;240;255;240m                                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            {\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'index': 9,\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'name': 'return check',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'explanation': 'None',\u001b[0m\u001b[48;2;240;255;240m                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m                'value': None\u001b[0m\u001b[48;2;240;255;240m                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            }\u001b[0m\u001b[48;2;240;255;240m                                                                                          \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        ],\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        'interest_rates': None\u001b[0m\u001b[48;2;240;255;240m                                                                         \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    },\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    fail_results=[\u001b[0m\u001b[48;2;240;255;240m                                                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        FailResult(\u001b[0m\u001b[48;2;240;255;240m                                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            outcome='fail',\u001b[0m\u001b[48;2;240;255;240m                                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            metadata=None,\u001b[0m\u001b[48;2;240;255;240m                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            error_message='JSON does not match schema',\u001b[0m\u001b[48;2;240;255;240m                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            fix_value=None\u001b[0m\u001b[48;2;240;255;240m                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        )\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'transaction fees',\u001b[0m\u001b[48;2;240;255;240m                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Balance Transfers: Intro fee of either $5 or 3% of the amount of each \u001b[0m\u001b[48;2;240;255;240m     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mtransfer, whichever is greater, on transfers made within 60 days of account opening. After that: Either\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$5 or 5% of the amount of each transfer, whichever is greater. Cash Advances: Either $10 or 5% of the \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240mamount of each transaction, whichever is greater.',\u001b[0m\u001b[48;2;240;255;240m                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'foreign transactions',\u001b[0m\u001b[48;2;240;255;240m                                                            \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': '3% of the amount of each transaction in U.S. dollars',\u001b[0m\u001b[48;2;240;255;240m                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'name': 'penalty fees',\u001b[0m\u001b[48;2;240;255;240m                                                                    \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'explanation': 'Late Payment: Up to $40. Over-the-Credit-Limit: None. Return Payment: Up to\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m$40. Return Check: None',\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'value': 0.0\u001b[0m\u001b[48;2;240;255;240m                                                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        }\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ],\u001b[0m\u001b[48;2;240;255;240m                                                                                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    'interest_rates': [\u001b[0m\u001b[48;2;240;255;240m                                                                                \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {\u001b[0m\u001b[48;2;240;255;240m                                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'account_type': 'purchase/my chase loan/balance transfer',\u001b[0m\u001b[48;2;240;255;240m                                 \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m            'rate': 19.49\u001b[0m\u001b[48;2;240;255;240m                                                                              \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        },\u001b[0m\u001b[48;2;240;255;240m                                                                                             \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'cash advance', 'rate': 29.49},\u001b[0m\u001b[48;2;240;255;240m                                               \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m        {'account_type': 'penalty', 'rate': 29.99}\u001b[0m\u001b[48;2;240;255;240m                                                     \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m    ]\u001b[0m\u001b[48;2;240;255;240m                                                                                                  \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
-       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m)\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
+       "    │ \u001b[48;2;240;255;240m│\u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m}\u001b[0m\u001b[48;2;240;255;240m                                                                                                      \u001b[0m\u001b[48;2;240;255;240m \u001b[0m\u001b[48;2;240;255;240m│\u001b[0m │\n",
        "    │ \u001b[48;2;240;255;240m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m │\n",
        "    ╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1723,7 +1650,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+   "version": "3.10.0"
   },
   "orig_nbformat": 4
  },
diff --git a/docs/examples/input_validation.ipynb b/docs/examples/input_validation.ipynb
index d79ee89fc..3018c2c07 100644
--- a/docs/examples/input_validation.ipynb
+++ b/docs/examples/input_validation.ipynb
@@ -2,11 +2,22 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Installing hub:\u001b[35m/\u001b[0m\u001b[35m/guardrails/\u001b[0m\u001b[95mtwo_words...\u001b[0m\n",
+      "✅Successfully installed guardrails/two_words!\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
-    "!guardrails hub install hub://guardrails/two_words"
+    "!guardrails hub install hub://guardrails/two_words --quiet"
    ]
   },
   {
@@ -27,16 +38,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {
     "is_executing": true
    },
    "outputs": [],
    "source": [
+    "from guardrails import Guard\n",
+    "\n",
     "rail_spec = \"\"\"\n",
     "\n",
     "\n",
     "This is not two words\n",
@@ -46,7 +59,6 @@
     "\n",
     "\"\"\"\n",
     "\n",
-    "from guardrails import Guard\n",
     "guard = Guard.from_rail_string(rail_spec)"
    ]
   },
@@ -61,19 +73,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 8,
    "metadata": {
     "is_executing": true
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Validation failed for field with errors: must be exactly two words\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import openai\n",
     "from guardrails.errors import ValidationError\n",
@@ -95,14 +99,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/zaydsimjee/workspace/guardrails/docs/examples/.venv/lib/python3.10/site-packages/IPython/core/interactiveshell.py:3577: FutureWarning: The `with_prompt_validation` method is deprecated,\n",
+      "        and will be removed in 0.5.x. Instead, please use\n",
+      "        `Guard().use(YourValidator, on='prompt')`.\n",
+      "  exec(code_obj, self.user_global_ns, self.user_ns)\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Validation failed for field with errors: must be exactly two words\n"
+      "Validation failed for field with errors: Value must be exactly two words\n"
      ]
     }
    ],
@@ -145,7 +159,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.7"
+   "version": "3.10.0"
   }
  },
  "nbformat": 4,
diff --git a/guardrails/__init__.py b/guardrails/__init__.py
index 6e28dff7f..b1d081fca 100644
--- a/guardrails/__init__.py
+++ b/guardrails/__init__.py
@@ -1,6 +1,7 @@
 # Set up __init__.py so that users can do from guardrails import Response, Schema, etc.
 
 from guardrails.guard import Guard
+from guardrails.async_guard import AsyncGuard
 from guardrails.llm_providers import PromptCallableBase
 from guardrails.logging_utils import configure_logging
 from guardrails.prompt import Instructions, Prompt
@@ -10,6 +11,7 @@
 
 __all__ = [
     "Guard",
+    "AsyncGuard",
     "PromptCallableBase",
     "Rail",
     "Validator",
diff --git a/guardrails/async_guard.py b/guardrails/async_guard.py
new file mode 100644
index 000000000..77d5e5ccf
--- /dev/null
+++ b/guardrails/async_guard.py
@@ -0,0 +1,449 @@
+import contextvars
+import inspect
+from typing import (
+    Any,
+    Awaitable,
+    Callable,
+    Dict,
+    Iterable,
+    List,
+    Optional,
+    Union,
+)
+
+from guardrails import Guard
+from guardrails.classes import OT, ValidationOutcome
+from guardrails.classes.history import Call
+from guardrails.classes.history.call_inputs import CallInputs
+from guardrails.llm_providers import get_async_llm_ask, model_is_supported_server_side
+from guardrails.logger import set_scope
+from guardrails.run import AsyncRunner
+from guardrails.stores.context import set_call_kwargs, set_tracer, set_tracer_context
+
+
+class AsyncGuard(Guard):
+    """The Guard class.
+
+    This class one of the main entry point for using Guardrails. It is
+    initialized from one of the following class methods:
+
+    - `from_rail`
+    - `from_rail_string`
+    - `from_pydantic`
+    - `from_string`
+
+    The `__call__`
+    method functions as a wrapper around LLM APIs. It takes in an Async LLM
+    API, and optional prompt parameters, and returns the raw output stream from
+    the LLM and the validated output stream.
+    """
+
+    async def __call__(
+        self,
+        llm_api: Union[Callable, Callable[[Any], Awaitable[Any]]],
+        prompt_params: Optional[Dict] = None,
+        num_reasks: Optional[int] = None,
+        prompt: Optional[str] = None,
+        instructions: Optional[str] = None,
+        msg_history: Optional[List[Dict]] = None,
+        metadata: Optional[Dict] = None,
+        full_schema_reask: Optional[bool] = None,
+        *args,
+        **kwargs,
+    ) -> Union[
+        Union[ValidationOutcome[OT], Iterable[ValidationOutcome[OT]]],
+        Awaitable[ValidationOutcome[OT]],
+    ]:
+        """Call the LLM and validate the output. Pass an async LLM API to
+        return a coroutine.
+
+        Args:
+            llm_api: The LLM API to call
+                     (e.g. openai.Completion.create or openai.Completion.acreate)
+            prompt_params: The parameters to pass to the prompt.format() method.
+            num_reasks: The max times to re-ask the LLM for invalid output.
+            prompt: The prompt to use for the LLM.
+            instructions: Instructions for chat models.
+            msg_history: The message history to pass to the LLM.
+            metadata: Metadata to pass to the validators.
+            full_schema_reask: When reasking, whether to regenerate the full schema
+                               or just the incorrect values.
+                               Defaults to `True` if a base model is provided,
+                               `False` otherwise.
+
+        Returns:
+            The raw text output from the LLM and the validated output.
+        """
+
+        async def __call(
+            self,
+            llm_api: Union[Callable, Callable[[Any], Awaitable[Any]]],
+            prompt_params: Optional[Dict] = None,
+            num_reasks: Optional[int] = None,
+            prompt: Optional[str] = None,
+            instructions: Optional[str] = None,
+            msg_history: Optional[List[Dict]] = None,
+            metadata: Optional[Dict] = None,
+            full_schema_reask: Optional[bool] = None,
+            *args,
+            **kwargs,
+        ):
+            if metadata is None:
+                metadata = {}
+            if full_schema_reask is None:
+                full_schema_reask = self.base_model is not None
+            if prompt_params is None:
+                prompt_params = {}
+
+            if not self._disable_tracer:
+                # Create a new span for this guard call
+                self._hub_telemetry.create_new_span(
+                    span_name="/guard_call",
+                    attributes=[
+                        ("guard_id", self._guard_id),
+                        ("user_id", self._user_id),
+                        ("llm_api", llm_api.__name__ if llm_api else "None"),
+                        ("custom_reask_prompt", self.reask_prompt is not None),
+                        (
+                            "custom_reask_instructions",
+                            self.reask_instructions is not None,
+                        ),
+                    ],
+                    is_parent=True,  # It will have children
+                    has_parent=False,  # Has no parents
+                )
+
+            set_call_kwargs(kwargs)
+            set_tracer(self._tracer)
+            set_tracer_context(self._tracer_context)
+
+            self.configure(num_reasks)
+            if self.num_reasks is None:
+                raise RuntimeError(
+                    "`num_reasks` is `None` after calling `configure()`. "
+                    "This should never happen."
+                )
+
+            input_prompt = prompt or (self.prompt._source if self.prompt else None)
+            input_instructions = instructions or (
+                self.instructions._source if self.instructions else None
+            )
+            call_inputs = CallInputs(
+                llm_api=llm_api,
+                prompt=input_prompt,
+                instructions=input_instructions,
+                msg_history=msg_history,
+                prompt_params=prompt_params,
+                num_reasks=self.num_reasks,
+                metadata=metadata,
+                full_schema_reask=full_schema_reask,
+                args=list(args),
+                kwargs=kwargs,
+            )
+            call_log = Call(inputs=call_inputs)
+            set_scope(str(id(call_log)))
+            self.history.push(call_log)
+
+            if self._api_client is not None and model_is_supported_server_side(
+                llm_api, *args, **kwargs
+            ):
+                return self._call_server(
+                    llm_api=llm_api,
+                    num_reasks=self.num_reasks,
+                    prompt_params=prompt_params,
+                    full_schema_reask=full_schema_reask,
+                    call_log=call_log,
+                    *args,
+                    **kwargs,
+                )
+
+            # If the LLM API is not async, fail
+            # FIXME: it seems like this check isn't actually working?
+            if not inspect.isawaitable(llm_api) and not inspect.iscoroutinefunction(
+                llm_api
+            ):
+                raise RuntimeError(
+                    f"The LLM API `{llm_api.__name__}` is not a coroutine. "
+                    "Please use an async LLM API."
+                )
+            # Otherwise, call the LLM
+            return await self._call_async(
+                llm_api,
+                prompt_params=prompt_params,
+                num_reasks=self.num_reasks,
+                prompt=prompt,
+                instructions=instructions,
+                msg_history=msg_history,
+                metadata=metadata,
+                full_schema_reask=full_schema_reask,
+                call_log=call_log,
+                *args,
+                **kwargs,
+            )
+
+        guard_context = contextvars.Context()
+        return await guard_context.run(
+            __call,
+            self,
+            llm_api,
+            prompt_params,
+            num_reasks,
+            prompt,
+            instructions,
+            msg_history,
+            metadata,
+            full_schema_reask,
+            *args,
+            **kwargs,
+        )
+
+    async def _call_async(
+        self,
+        llm_api: Callable[[Any], Awaitable[Any]],
+        prompt_params: Dict,
+        num_reasks: int,
+        prompt: Optional[str],
+        instructions: Optional[str],
+        msg_history: Optional[List[Dict]],
+        metadata: Dict,
+        full_schema_reask: bool,
+        call_log: Call,
+        *args,
+        **kwargs,
+    ) -> ValidationOutcome[OT]:
+        """Call the LLM asynchronously and validate the output.
+
+        Args:
+            llm_api: The LLM API to call asynchronously (e.g. openai.Completion.acreate)
+            prompt_params: The parameters to pass to the prompt.format() method.
+            num_reasks: The max times to re-ask the LLM for invalid output.
+            prompt: The prompt to use for the LLM.
+            instructions: Instructions for chat models.
+            msg_history: The message history to pass to the LLM.
+            metadata: Metadata to pass to the validators.
+            full_schema_reask: When reasking, whether to regenerate the full schema
+                               or just the incorrect values.
+                               Defaults to `True` if a base model is provided,
+                               `False` otherwise.
+
+        Returns:
+            The raw text output from the LLM and the validated output.
+        """
+        instructions_obj = instructions or self.rail.instructions
+        prompt_obj = prompt or self.rail.prompt
+        msg_history_obj = msg_history or []
+        if prompt_obj is None:
+            if msg_history_obj is not None and not len(msg_history_obj):
+                raise RuntimeError(
+                    "You must provide a prompt if msg_history is empty. "
+                    "Alternatively, you can provide a prompt in the RAIL spec."
+                )
+
+        runner = AsyncRunner(
+            instructions=instructions_obj,
+            prompt=prompt_obj,
+            msg_history=msg_history_obj,
+            api=get_async_llm_ask(llm_api, *args, **kwargs),
+            prompt_schema=self.rail.prompt_schema,
+            instructions_schema=self.rail.instructions_schema,
+            msg_history_schema=self.rail.msg_history_schema,
+            output_schema=self.rail.output_schema,
+            num_reasks=num_reasks,
+            metadata=metadata,
+            base_model=self.base_model,
+            full_schema_reask=full_schema_reask,
+            disable_tracer=self._disable_tracer,
+        )
+        call = await runner.async_run(call_log=call_log, prompt_params=prompt_params)
+        return ValidationOutcome[OT].from_guard_history(call)
+
+    async def parse(
+        self,
+        llm_output: str,
+        metadata: Optional[Dict] = None,
+        llm_api: Optional[Callable] = None,
+        num_reasks: Optional[int] = None,
+        prompt_params: Optional[Dict] = None,
+        full_schema_reask: Optional[bool] = None,
+        *args,
+        **kwargs,
+    ) -> Union[ValidationOutcome[OT], Awaitable[ValidationOutcome[OT]]]:
+        """Alternate flow to using Guard where the llm_output is known.
+
+        Args:
+            llm_output: The output being parsed and validated.
+            metadata: Metadata to pass to the validators.
+            llm_api: The LLM API to call
+                     (e.g. openai.Completion.create or openai.Completion.acreate)
+            num_reasks: The max times to re-ask the LLM for invalid output.
+            prompt_params: The parameters to pass to the prompt.format() method.
+            full_schema_reask: When reasking, whether to regenerate the full schema
+                               or just the incorrect values.
+
+        Returns:
+            The validated response. This is either a string or a dictionary,
+                determined by the object schema defined in the RAILspec.
+        """
+
+        async def __parse(
+            self,
+            llm_output: str,
+            metadata: Optional[Dict] = None,
+            llm_api: Optional[Callable] = None,
+            num_reasks: Optional[int] = None,
+            prompt_params: Optional[Dict] = None,
+            full_schema_reask: Optional[bool] = None,
+            *args,
+            **kwargs,
+        ):
+            final_num_reasks = (
+                num_reasks if num_reasks is not None else 0 if llm_api is None else None
+            )
+
+            if not self._disable_tracer:
+                self._hub_telemetry.create_new_span(
+                    span_name="/guard_parse",
+                    attributes=[
+                        ("guard_id", self._guard_id),
+                        ("user_id", self._user_id),
+                        ("llm_api", llm_api.__name__ if llm_api else "None"),
+                        ("custom_reask_prompt", self.reask_prompt is not None),
+                        (
+                            "custom_reask_instructions",
+                            self.reask_instructions is not None,
+                        ),
+                    ],
+                    is_parent=True,  # It will have children
+                    has_parent=False,  # Has no parents
+                )
+
+            self.configure(final_num_reasks)
+            if self.num_reasks is None:
+                raise RuntimeError(
+                    "`num_reasks` is `None` after calling `configure()`. "
+                    "This should never happen."
+                )
+            if full_schema_reask is None:
+                full_schema_reask = self.base_model is not None
+            metadata = metadata or {}
+            prompt_params = prompt_params or {}
+
+            set_call_kwargs(kwargs)
+            set_tracer(self._tracer)
+            set_tracer_context(self._tracer_context)
+
+            input_prompt = self.prompt._source if self.prompt else None
+            input_instructions = (
+                self.instructions._source if self.instructions else None
+            )
+            call_inputs = CallInputs(
+                llm_api=llm_api,
+                llm_output=llm_output,
+                prompt=input_prompt,
+                instructions=input_instructions,
+                prompt_params=prompt_params,
+                num_reasks=self.num_reasks,
+                metadata=metadata,
+                full_schema_reask=full_schema_reask,
+                args=list(args),
+                kwargs=kwargs,
+            )
+            call_log = Call(inputs=call_inputs)
+            set_scope(str(id(call_log)))
+            self.history.push(call_log)
+
+            if self._api_client is not None and model_is_supported_server_side(
+                llm_api, *args, **kwargs
+            ):
+                return self._call_server(
+                    llm_output=llm_output,
+                    llm_api=llm_api,
+                    num_reasks=self.num_reasks,
+                    prompt_params=prompt_params,
+                    full_schema_reask=full_schema_reask,
+                    call_log=call_log,
+                    *args,
+                    **kwargs,
+                )
+
+            # FIXME: checking not llm_api because it can still fall back on defaults and
+            # function as expected. We should handle this better.
+            if (
+                not llm_api
+                or inspect.iscoroutinefunction(llm_api)
+                or inspect.isasyncgenfunction(llm_api)
+            ):
+                return await self._async_parse(
+                    llm_output,
+                    metadata,
+                    llm_api=llm_api,
+                    num_reasks=self.num_reasks,
+                    prompt_params=prompt_params,
+                    full_schema_reask=full_schema_reask,
+                    call_log=call_log,
+                    *args,
+                    **kwargs,
+                )
+
+            else:
+                raise NotImplementedError(
+                    "AsyncGuard does not support non-async LLM APIs. "
+                    "Please use the synchronous API Guard or supply an asynchronous "
+                    "LLM API."
+                )
+
+        guard_context = contextvars.Context()
+        return await guard_context.run(
+            __parse,
+            self,
+            llm_output,
+            metadata,
+            llm_api,
+            num_reasks,
+            prompt_params,
+            full_schema_reask,
+            *args,
+            **kwargs,
+        )
+
+    async def _async_parse(
+        self,
+        llm_output: str,
+        metadata: Dict,
+        llm_api: Optional[Callable[[Any], Awaitable[Any]]],
+        num_reasks: int,
+        prompt_params: Dict,
+        full_schema_reask: bool,
+        call_log: Call,
+        *args,
+        **kwargs,
+    ) -> ValidationOutcome[OT]:
+        """Alternate flow to using Guard where the llm_output is known.
+
+        Args:
+            llm_output: The output from the LLM.
+            llm_api: The LLM API to use to re-ask the LLM.
+            num_reasks: The max times to re-ask the LLM for invalid output.
+
+        Returns:
+            The validated response.
+        """
+        runner = AsyncRunner(
+            instructions=kwargs.pop("instructions", None),
+            prompt=kwargs.pop("prompt", None),
+            msg_history=kwargs.pop("msg_history", None),
+            api=get_async_llm_ask(llm_api, *args, **kwargs) if llm_api else None,
+            prompt_schema=self.rail.prompt_schema,
+            instructions_schema=self.rail.instructions_schema,
+            msg_history_schema=self.rail.msg_history_schema,
+            output_schema=self.rail.output_schema,
+            num_reasks=num_reasks,
+            metadata=metadata,
+            output=llm_output,
+            base_model=self.base_model,
+            full_schema_reask=full_schema_reask,
+            disable_tracer=self._disable_tracer,
+        )
+        call = await runner.async_run(call_log=call_log, prompt_params=prompt_params)
+
+        return ValidationOutcome[OT].from_guard_history(call)
diff --git a/guardrails/classes/credentials.py b/guardrails/classes/credentials.py
index 8874d372a..cde58a199 100644
--- a/guardrails/classes/credentials.py
+++ b/guardrails/classes/credentials.py
@@ -12,6 +12,15 @@ class Credentials(Serializeable):
     id: Optional[str] = None
     token: Optional[str] = None
     no_metrics: Optional[bool] = False
+    enable_metrics: Optional[bool] = True
+
+    @staticmethod
+    def _to_bool(value: str) -> Optional[bool]:
+        if value.lower() == "true":
+            return True
+        if value.lower() == "false":
+            return False
+        return None
 
     @staticmethod
     def from_rc_file(logger: Optional[logging.Logger] = None) -> "Credentials":
@@ -37,9 +46,23 @@ def from_rc_file(logger: Optional[logging.Logger] = None) -> "Credentials":
                         logger.debug(f".guardrailsrc file location: {guardrails_rc}")
                     else:
                         key, value = line_content
-                        creds[key.strip()] = value.strip()
+                        key = key.strip()
+                        value = value.strip()
+                        if key == "no_metrics" or key == "enable_metrics":
+                            value = Credentials._to_bool(value)
+
+                        creds[key] = value
+
                 rc_file.close()
-                return Credentials.from_dict(creds)
+
+                # backfill no_metrics, handle defaults
+                # remove in 0.5.0
+                no_metrics_val = creds.pop("no_metrics", None)
+                if no_metrics_val is not None and creds.get("enable_metrics") is None:
+                    creds["enable_metrics"] = not no_metrics_val
+
+                creds_dict = Credentials.from_dict(creds)
+                return creds_dict
 
         except FileNotFoundError:
             return Credentials.from_dict({})  # type: ignore
diff --git a/guardrails/cli/configure.py b/guardrails/cli/configure.py
index d019410de..2a7354892 100644
--- a/guardrails/cli/configure.py
+++ b/guardrails/cli/configure.py
@@ -4,75 +4,97 @@
 from os.path import expanduser
 from typing import Optional
 
+from guardrails.classes.credentials import Credentials
+from guardrails.cli.server.hub_client import AuthenticationError, get_auth
 import typer
 
 from guardrails.cli.guardrails import guardrails
 from guardrails.cli.logger import LEVELS, logger
-from guardrails.cli.server.hub_client import AuthenticationError, get_auth
 
 
-def save_configuration_file(token: str, no_metrics: bool) -> None:
+DEFAULT_TOKEN = ""
+DEFAULT_ENABLE_METRICS = True
+
+
+def save_configuration_file(
+    token: Optional[str], enable_metrics: Optional[bool]
+) -> None:
+    if token is None:
+        token = DEFAULT_TOKEN
+    if enable_metrics is None:
+        enable_metrics = DEFAULT_ENABLE_METRICS
+
     home = expanduser("~")
     guardrails_rc = os.path.join(home, ".guardrailsrc")
     with open(guardrails_rc, "w") as rc_file:
         lines = [
             f"id={str(uuid.uuid4())}{os.linesep}",
             f"token={token}{os.linesep}",
-            f"no_metrics={str(no_metrics).lower()}",
+            f"enable_metrics={str(enable_metrics).lower()}",
         ]
         rc_file.writelines(lines)
         rc_file.close()
 
 
+def _get_default_token() -> str:
+    """Get the default token from the configuration file."""
+    file_token = Credentials.from_rc_file(logger).token
+    if file_token is None:
+        return ""
+    return file_token
+
+
 @guardrails.command()
 def configure(
     token: Optional[str] = typer.Option(
-        help="Your Guardrails Hub auth token.", hide_input=True, default=""
+        default_factory=_get_default_token,
+        help="Your Guardrails Hub auth token.",
+        hide_input=True,
+        prompt="Token (optional)",
+    ),
+    enable_metrics: Optional[bool] = typer.Option(
+        DEFAULT_ENABLE_METRICS,
+        "--enable-metrics/--disable-metrics",
+        help="Opt out of anonymous metrics collection.",
+        prompt="Enable anonymous metrics reporting?",
     ),
-    no_metrics: Optional[str] = typer.Option(
-        help="Opt out of anonymous metrics collection.", default=False
+    clear_token: Optional[bool] = typer.Option(
+        False,
+        "--clear-token",
+        help="Clear the existing token from the configuration file.",
     ),
 ):
-    """Set the global configuration for the Guardrails CLI and Hub."""
+    if clear_token is True:
+        token = DEFAULT_TOKEN
     try:
-        notice_message = """
+        save_configuration_file(token, enable_metrics)
+        logger.info("Configuration saved.")
 
-    You can find your token at https://hub.guardrailsai.com/tokens
-    """
-        logger.log(level=LEVELS.get("NOTICE"), msg=notice_message)  # type: ignore
         if not token:
-            token = typer.prompt("Token", hide_input=True)
-        logger.info("Configuring...")
-        save_configuration_file(token, no_metrics)  # type: ignore
+            logger.info("No token provided. Skipping authentication.")
+    except Exception as e:
+        logger.error("An unexpected error occured!")
+        logger.error(e)
+        sys.exit(1)
 
+        # Authenticate with the Hub if token is not empty
+    if token != "" and token is not None:
         logger.info("Validating credentials...")
-        get_auth()
-        success_message = """
-
-    Login successful.
-
-    Get started by installing our RegexMatch validator:
-    https://hub.guardrailsai.com/validator/guardrails_ai/regex_match
+        try:
+            get_auth()
+            success_message = """
+            Login successful.
 
-    You can install it by running:
-    guardrails hub install hub://guardrails/regex_match
-
-    Find more validators at https://hub.guardrailsai.com
-    """
-        logger.log(level=LEVELS.get("SUCCESS"), msg=success_message)  # type: ignore
-    except AuthenticationError as auth_error:
-        logger.error(auth_error)
-        logger.error(
-            """
-            Check that your token is correct and try again.
+            Get started by installing our RegexMatch validator:
+            https://hub.guardrailsai.com/validator/guardrails_ai/regex_match
 
-            If you don't have your token credentials you can find them here:
+            You can install it by running:
+            guardrails hub install hub://guardrails/regex_match
 
-            https://hub.guardrailsai.com/tokens
+            Find more validators at https://hub.guardrailsai.com
             """
-        )
-        sys.exit(1)
-    except Exception as e:
-        logger.error("An unexpected error occurred!")
-        logger.error(e)
-        sys.exit(1)
+            logger.log(level=LEVELS.get("SUCCESS", 25), msg=success_message)
+        except AuthenticationError as e:
+            logger.error(e)
+            # We do not want to exit the program if the user fails to authenticate
+            # instead, save the token and other configuration options
diff --git a/guardrails/cli/hub/__init__.py b/guardrails/cli/hub/__init__.py
index 6b6d88ee6..694062ab4 100644
--- a/guardrails/cli/hub/__init__.py
+++ b/guardrails/cli/hub/__init__.py
@@ -1,4 +1,5 @@
 import guardrails.cli.hub.create_validator  # noqa
 import guardrails.cli.hub.install  # noqa
+import guardrails.cli.hub.uninstall  # noqa
 import guardrails.cli.hub.submit  # noqa
 from guardrails.cli.hub.hub import hub_command  # noqa
diff --git a/guardrails/cli/hub/install.py b/guardrails/cli/hub/install.py
index d6c990cb8..d94648d30 100644
--- a/guardrails/cli/hub/install.py
+++ b/guardrails/cli/hub/install.py
@@ -1,13 +1,11 @@
-import json
+from contextlib import contextmanager
 import os
 import subprocess
 import sys
-from email.parser import BytesHeaderParser
 from string import Template
-from typing import List, Literal, Union
+from typing import List, Literal
 
 import typer
-from pydash.strings import snake_case
 
 from guardrails.classes.generic import Stack
 from guardrails.cli.hub.hub import hub_command
@@ -15,6 +13,11 @@
 from guardrails.cli.server.hub_client import get_validator_manifest
 from guardrails.cli.server.module_manifest import ModuleManifest
 
+from guardrails.cli.hub.utils import pip_process
+from guardrails.cli.hub.utils import get_site_packages_location
+from guardrails.cli.hub.utils import get_org_and_package_dirs
+from guardrails.cli.hub.utils import get_hub_directory
+
 from .console import console
 
 
@@ -31,69 +34,6 @@ def removesuffix(string: str, suffix: str) -> str:
 json_format: Literal["json"] = "json"
 
 
-def pip_process(
-    action: str,
-    package: str = "",
-    flags: List[str] = [],
-    format: Union[Literal["string"], Literal["json"]] = string_format,
-) -> Union[str, dict]:
-    try:
-        logger.debug(f"running pip {action} {' '.join(flags)} {package}")
-        command = [sys.executable, "-m", "pip", action]
-        command.extend(flags)
-        if package:
-            command.append(package)
-        output = subprocess.check_output(command)
-        logger.debug(f"decoding output from pip {action} {package}")
-        if format == json_format:
-            parsed = BytesHeaderParser().parsebytes(output)
-            try:
-                return json.loads(str(parsed))
-            except Exception:
-                logger.debug(
-                    f"json parse exception in decoding output from pip {action} {package}. Falling back to accumulating the byte stream",  # noqa
-                )
-            accumulator = {}
-            for key, value in parsed.items():
-                accumulator[key] = value
-            return accumulator
-        return str(output.decode())
-    except subprocess.CalledProcessError as exc:
-        logger.error(
-            (
-                f"Failed to {action} {package}\n"
-                f"Exit code: {exc.returncode}\n"
-                f"stdout: {exc.output}"
-            )
-        )
-        sys.exit(1)
-    except Exception as e:
-        logger.error(
-            f"An unexpected exception occurred while try to {action} {package}!",
-            e,
-        )
-        sys.exit(1)
-
-
-def get_site_packages_location():
-    output = pip_process("show", "pip", format=json_format)
-    pip_location = output["Location"]  # type: ignore
-    return pip_location
-
-
-def get_org_and_package_dirs(manifest: ModuleManifest) -> List[str]:
-    org_name = manifest.namespace
-    package_name = manifest.package_name
-    org = snake_case(org_name if len(org_name) > 1 else "")
-    package = snake_case(package_name if len(package_name) > 1 else package_name)
-    return list(filter(None, [org, package]))
-
-
-def get_hub_directory(manifest: ModuleManifest, site_packages: str) -> str:
-    org_package = get_org_and_package_dirs(manifest)
-    return os.path.join(site_packages, "guardrails", "hub", *org_package)
-
-
 # NOTE: I don't like this but don't see another way without
 #  shimming the init file with all hub validators
 def add_to_hub_inits(manifest: ModuleManifest, site_packages: str):
@@ -195,19 +135,27 @@ def get_install_url(manifest: ModuleManifest) -> str:
     return git_url
 
 
-def install_hub_module(module_manifest: ModuleManifest, site_packages: str):
+def install_hub_module(
+    module_manifest: ModuleManifest, site_packages: str, quiet: bool = False
+):
     install_url = get_install_url(module_manifest)
     install_directory = get_hub_directory(module_manifest, site_packages)
 
+    pip_flags = [f"--target={install_directory}", "--no-deps"]
+    if quiet:
+        pip_flags.append("-q")
+
     # Install validator module in namespaced directory under guardrails.hub
-    download_output = pip_process(
-        "install", install_url, [f"--target={install_directory}", "--no-deps", "-q"]
-    )
-    logger.info(download_output)
+    download_output = pip_process("install", install_url, pip_flags, quiet=quiet)
+    if not quiet:
+        logger.info(download_output)
 
     # Install validator module's dependencies in normal site-packages directory
     inspect_output = pip_process(
-        "inspect", flags=[f"--path={install_directory}"], format=json_format
+        "inspect",
+        flags=[f"--path={install_directory}"],
+        format=json_format,
+        quiet=quiet,
     )
 
     # throw if inspect_output is a string. Mostly for pyright
@@ -228,71 +176,89 @@ def install_hub_module(module_manifest: ModuleManifest, site_packages: str):
         versions = req_info.at(1, "").strip("()")  # type: ignore
         if name:
             install_spec = name if not versions else f"{name}{versions}"
-            dep_install_output = pip_process("install", install_spec)
-            logger.info(dep_install_output)
+            dep_install_output = pip_process("install", install_spec, quiet=quiet)
+            if not quiet:
+                logger.info(dep_install_output)
 
 
 @hub_command.command()
 def install(
     package_uri: str = typer.Argument(
-        help="URI to the package to install. Example: hub://guardrails/regex_match."
+        help="URI to the package to install.\
+Example: hub://guardrails/regex_match."
+    ),
+    quiet: bool = typer.Option(
+        False,
+        "--quiet",
+        help="Run the command in quiet mode to reduce output verbosity.",
     ),
 ):
+    verbose_printer = console.print
+    quiet_printer = console.print if not quiet else lambda x: None
     """Install a validator from the Hub."""
     if not package_uri.startswith("hub://"):
         logger.error("Invalid URI!")
         sys.exit(1)
 
-    console.print(f"\nInstalling {package_uri}...\n")
+    installing_msg = f"Installing {package_uri}..."
     logger.log(
         level=LEVELS.get("SPAM"),  # type: ignore
-        msg=f"Installing {package_uri}...",
+        msg=installing_msg,
     )
+    verbose_printer(installing_msg)
 
     # Validation
     module_name = package_uri.replace("hub://", "")
 
+    @contextmanager
+    def do_nothing_context(*args, **kwargs):
+        try:
+            yield
+        finally:
+            pass
+
+    loader = console.status if not quiet else do_nothing_context
+
     # Prep
-    with console.status("Fetching manifest", spinner="bouncingBar"):
+    fetch_manifest_msg = "Fetching manifest"
+    with loader(fetch_manifest_msg, spinner="bouncingBar"):
         module_manifest = get_validator_manifest(module_name)
         site_packages = get_site_packages_location()
 
     # Install
-    with console.status("Downloading dependencies", spinner="bouncingBar"):
-        install_hub_module(module_manifest, site_packages)
+    dl_deps_msg = "Downloading dependencies"
+    with loader(dl_deps_msg, spinner="bouncingBar"):
+        install_hub_module(module_manifest, site_packages, quiet=quiet)
 
     # Post-install
-    with console.status("Running post-install setup", spinner="bouncingBar"):
+    post_msg = "Running post-install setup"
+    with loader(post_msg, spinner="bouncingBar"):
         run_post_install(module_manifest, site_packages)
         add_to_hub_inits(module_manifest, site_packages)
 
-    success_message_cli = Template(
-        """✅Successfully installed ${module_name}!
-
-[bold]Import validator:[/bold]
-from guardrails.hub import ${export}
+    logger.info("Installation complete")
 
-[bold]Get more info:[/bold]
-https://hub.guardrailsai.com/validator/${id}
-"""
+    verbose_printer(f"✅Successfully installed {module_name}!\n\n")
+    success_message_cli = Template(
+        "[bold]Import validator:[/bold]\n"
+        "from guardrails.hub import ${export}\n\n"
+        "[bold]Get more info:[/bold]\n"
+        "https://hub.guardrailsai.com/validator/${id}\n"
     ).safe_substitute(
         module_name=package_uri,
         id=module_manifest.id,
         export=module_manifest.exports[0],
     )
     success_message_logger = Template(
-        """✅Successfully installed ${module_name}!
-
-Import validator:
-from guardrails.hub import ${export}
-
-Get more info:
-https://hub.guardrailsai.com/validator/${id}
-"""
+        "✅Successfully installed ${module_name}!\n\n"
+        "Import validator:\n"
+        "from guardrails.hub import ${export}\n\n"
+        "Get more info:\n"
+        "https://hub.guardrailsai.com/validator/${id}\n"
     ).safe_substitute(
         module_name=package_uri,
         id=module_manifest.id,
         export=module_manifest.exports[0],
     )
-    console.print(success_message_cli)  # type: ignore
+    quiet_printer(success_message_cli)  # type: ignore
     logger.log(level=LEVELS.get("SPAM"), msg=success_message_logger)  # type: ignore
diff --git a/guardrails/cli/hub/uninstall.py b/guardrails/cli/hub/uninstall.py
new file mode 100644
index 000000000..ede3ea312
--- /dev/null
+++ b/guardrails/cli/hub/uninstall.py
@@ -0,0 +1,110 @@
+import os
+import shutil
+import sys
+from typing import List, Literal
+
+import typer
+
+from guardrails.cli.hub.hub import hub_command
+from guardrails.cli.logger import LEVELS, logger
+from guardrails.cli.server.hub_client import get_validator_manifest
+from guardrails.cli.server.module_manifest import ModuleManifest
+
+from guardrails.cli.hub.utils import get_site_packages_location
+from guardrails.cli.hub.utils import get_org_and_package_dirs
+from guardrails.cli.hub.utils import get_hub_directory
+
+from .console import console
+
+json_format: Literal["json"] = "json"
+string_format: Literal["string"] = "string"
+
+
+def remove_line(file_path: str, line_content: str):
+    with open(file_path, "r+") as file:
+        lines = file.readlines()
+        file.seek(0)
+        lines = [line for line in lines if line.strip() != line_content.strip()]
+        file.writelines(lines)
+        file.truncate()
+        return lines
+
+
+def remove_from_hub_inits(manifest: ModuleManifest, site_packages: str):
+    org_package = get_org_and_package_dirs(manifest)
+    exports: List[str] = manifest.exports or []
+    sorted_exports = sorted(exports, reverse=True)
+    module_name = manifest.module_name
+    relative_path = ".".join([*org_package, module_name])
+    import_line = (
+        f"from guardrails.hub.{relative_path} import {', '.join(sorted_exports)}"
+    )
+
+    # Remove import line from main __init__.py
+    hub_init_location = os.path.join(site_packages, "guardrails", "hub", "__init__.py")
+    remove_line(hub_init_location, import_line)
+
+    # Remove import line from namespace __init__.py
+    namespace = org_package[0]
+    namespace_init_location = os.path.join(
+        site_packages, "guardrails", "hub", namespace, "__init__.py"
+    )
+    lines = remove_line(namespace_init_location, import_line)
+
+    # remove namespace pkg if namespace __init__.py is empty
+    if (len(lines) == 0) and (namespace != "hub"):
+        logger.info(f"Removing namespace package {namespace} as it is now empty")
+        try:
+            shutil.rmtree(os.path.join(site_packages, "guardrails", "hub", namespace))
+        except Exception as e:
+            logger.error(f"Error removing namespace package {namespace}")
+            logger.error(e)
+            sys.exit(1)
+
+
+def uninstall_hub_module(manifest: ModuleManifest, site_packages: str):
+    uninstall_directory = get_hub_directory(manifest, site_packages)
+    logger.info(f"Removing directory {uninstall_directory}")
+    try:
+        shutil.rmtree(uninstall_directory)
+    except Exception as e:
+        logger.error("Error removing directory")
+        logger.error(e)
+        sys.exit(1)
+
+
+@hub_command.command()
+def uninstall(
+    package_uri: str = typer.Argument(
+        help="URI to the package to uninstall. Example: hub://guardrails/regex_match."
+    ),
+):
+    """Uninstall a validator from the Hub."""
+    if not package_uri.startswith("hub://"):
+        logger.error("Invalid URI!")
+        sys.exit(1)
+
+    console.print(f"\nUninstalling {package_uri}...\n")
+    logger.log(
+        level=LEVELS.get("SPAM", 0),
+        msg=f"Uninstalling {package_uri}...",
+    )
+
+    # Validation
+    module_name = package_uri.replace("hub://", "")
+
+    # Prep
+    with console.status("Fetching manifest", spinner="bouncingBar"):
+        module_manifest = get_validator_manifest(module_name)
+        site_packages = get_site_packages_location()
+
+    # Uninstall
+    with console.status("Removing module", spinner="bouncingBar"):
+        uninstall_hub_module(module_manifest, site_packages)
+
+    # Cleanup
+    with console.status("Cleaning up", spinner="bouncingBar"):
+        remove_from_hub_inits(module_manifest, site_packages)
+
+    console.print("✅ Successfully uninstalled!")  # type: ignore
+    logger.log(level=LEVELS.get("SPAM"), msg="✅ Successfully uninstalled!")  # type: ignore
diff --git a/guardrails/cli/hub/utils.py b/guardrails/cli/hub/utils.py
new file mode 100644
index 000000000..384e76ee2
--- /dev/null
+++ b/guardrails/cli/hub/utils.py
@@ -0,0 +1,84 @@
+import json
+import os
+import subprocess
+import sys
+from email.parser import BytesHeaderParser
+from typing import List, Literal, Union
+from pydash.strings import snake_case
+
+from guardrails.cli.server.module_manifest import ModuleManifest
+from guardrails.cli.logger import logger
+
+
+json_format: Literal["json"] = "json"
+string_format: Literal["string"] = "string"
+
+
+def pip_process(
+    action: str,
+    package: str = "",
+    flags: List[str] = [],
+    format: Union[Literal["string"], Literal["json"]] = string_format,
+    quiet: bool = False,
+) -> Union[str, dict]:
+    try:
+        if not quiet:
+            logger.debug(f"running pip {action} {' '.join(flags)} {package}")
+        command = [sys.executable, "-m", "pip", action] + flags
+        if package:
+            command.append(package)
+
+        if not quiet:
+            logger.debug(f"decoding output from pip {action} {package}")
+            output = subprocess.check_output(command)
+        else:
+            output = subprocess.check_output(command, stderr=subprocess.DEVNULL)
+
+        if format == json_format:
+            parsed = BytesHeaderParser().parsebytes(output)
+            try:
+                return json.loads(str(parsed))
+            except Exception:
+                logger.debug(
+                    f"JSON parse exception in decoding output from pip \
+{action} {package}. Falling back to accumulating the byte stream",
+                )
+                accumulator = {}
+                for key, value in parsed.items():
+                    accumulator[key] = value
+                return accumulator
+        return str(output.decode())
+    except subprocess.CalledProcessError as exc:
+        logger.error(
+            (
+                f"Failed to {action} {package}\n"
+                f"Exit code: {exc.returncode}\n"
+                f"stdout: {exc.output}"
+            )
+        )
+        sys.exit(1)
+    except Exception as e:
+        logger.error(
+            f"An unexpected exception occurred while try to {action} {package}!",
+            e,
+        )
+        sys.exit(1)
+
+
+def get_site_packages_location() -> str:
+    output = pip_process("show", "pip", format=json_format)
+    pip_location = output["Location"]  # type: ignore
+    return pip_location
+
+
+def get_org_and_package_dirs(manifest: ModuleManifest) -> List[str]:
+    org_name = manifest.namespace
+    package_name = manifest.package_name
+    org = snake_case(org_name if len(org_name) > 1 else "")
+    package = snake_case(package_name if len(package_name) > 1 else package_name)
+    return list(filter(None, [org, package]))
+
+
+def get_hub_directory(manifest: ModuleManifest, site_packages: str) -> str:
+    org_package = get_org_and_package_dirs(manifest)
+    return os.path.join(site_packages, "guardrails", "hub", *org_package)
diff --git a/guardrails/cli/server/hub_client.py b/guardrails/cli/server/hub_client.py
index f14bd6a3d..d29bf2781 100644
--- a/guardrails/cli/server/hub_client.py
+++ b/guardrails/cli/server/hub_client.py
@@ -10,12 +10,14 @@
 from guardrails.cli.logger import logger
 from guardrails.cli.server.module_manifest import ModuleManifest
 
-TOKEN_EXPIRED_MESSAGE = (
-    "Your token has expired. Please run `guardrails configure` to update your token."
-)
-TOKEN_INVALID_MESSAGE = (
-    "Your token is invalid. Please run `guardrails configure` to update your token."
-)
+FIND_NEW_TOKEN = "You can find a new token at https://hub.guardrailsai.com/tokens"
+
+TOKEN_EXPIRED_MESSAGE = f"""Your token has expired. Please run `guardrails configure`\
+to update your token.
+{FIND_NEW_TOKEN}"""
+TOKEN_INVALID_MESSAGE = f"""Your token is invalid. Please run `guardrails configure`\
+to update your token.
+{FIND_NEW_TOKEN}"""
 
 validator_hub_service = "https://so4sg4q4pb.execute-api.us-east-1.amazonaws.com"
 validator_manifest_endpoint = Template(
@@ -27,6 +29,14 @@ class AuthenticationError(Exception):
     pass
 
 
+class ExpiredTokenError(Exception):
+    pass
+
+
+class InvalidTokenError(Exception):
+    pass
+
+
 class HttpError(Exception):
     status: int
     message: str
@@ -80,9 +90,9 @@ def get_jwt_token(creds: Credentials) -> Optional[str]:
         except JWTDecodeError as e:
             # if the error message includes "Expired", then the token is expired
             if "Expired" in str(e):
-                raise Exception(TOKEN_EXPIRED_MESSAGE)
+                raise ExpiredTokenError(TOKEN_EXPIRED_MESSAGE)
             else:
-                raise Exception(TOKEN_INVALID_MESSAGE)
+                raise InvalidTokenError(TOKEN_INVALID_MESSAGE)
     return token
 
 
@@ -105,6 +115,9 @@ def get_validator_manifest(module_name: str):
     except HttpError:
         logger.error(f"Failed to install hub://{module_name}")
         sys.exit(1)
+    except (ExpiredTokenError, InvalidTokenError) as e:
+        logger.error(AuthenticationError(e))
+        sys.exit(1)
     except Exception as e:
         logger.error("An unexpected error occurred!", e)
         sys.exit(1)
@@ -122,6 +135,8 @@ def get_auth():
     except HttpError as http_error:
         logger.error(http_error)
         raise AuthenticationError("Failed to authenticate!")
+    except (ExpiredTokenError, InvalidTokenError) as e:
+        raise AuthenticationError(e)
     except Exception as e:
         logger.error("An unexpected error occurred!", e)
         raise AuthenticationError("Failed to authenticate!")
diff --git a/guardrails/guard.py b/guardrails/guard.py
index 38fae77d0..335c832af 100644
--- a/guardrails/guard.py
+++ b/guardrails/guard.py
@@ -24,18 +24,18 @@
 
 from guardrails_api_client.models import (
     AnyObject,
+    Guard as GuardModel,
     History,
     HistoryEvent,
     ValidatePayload,
     ValidationOutput,
 )
-from guardrails_api_client.models import Guard as GuardModel
 from guardrails_api_client.types import UNSET
 from langchain_core.messages import BaseMessage
 from langchain_core.runnables import Runnable, RunnableConfig
 from pydantic import BaseModel
 from pydantic.version import VERSION as PYDANTIC_VERSION
-from typing_extensions import deprecated
+from typing_extensions import deprecated  # type: ignore
 
 from guardrails.api_client import GuardrailsApiClient
 from guardrails.classes import OT, InputType, ValidationOutcome
@@ -131,7 +131,7 @@ def __init__(
         self._user_id = credentials.id or ""
 
         # Get metrics opt-out from credentials
-        self._disable_tracer = credentials.no_metrics
+        self._disable_tracer = not credentials.enable_metrics
 
         # Get id of guard object (that is unique)
         self._guard_id = id(self)  # id of guard object; not the class
@@ -550,8 +550,7 @@ def __call__(
         Union[ValidationOutcome[OT], Iterable[ValidationOutcome[OT]]],
         Awaitable[ValidationOutcome[OT]],
     ]:
-        """Call the LLM and validate the output. Pass an async LLM API to
-        return a coroutine.
+        """Call the LLM and validate the output.
 
         Args:
             llm_api: The LLM API to call
@@ -584,6 +583,9 @@ def __call(
             *args,
             **kwargs,
         ):
+            llm_api_str = (
+                f"{llm_api.__module__}.{llm_api.__name__}" if llm_api else "None"
+            )
             if metadata is None:
                 metadata = {}
             if full_schema_reask is None:
@@ -598,7 +600,7 @@ def __call(
                     attributes=[
                         ("guard_id", self._guard_id),
                         ("user_id", self._user_id),
-                        ("llm_api", llm_api.__name__ if llm_api else "None"),
+                        ("llm_api", llm_api_str),
                         (
                             "custom_reask_prompt",
                             self.rail.output_schema.reask_prompt_template is not None,
@@ -659,7 +661,8 @@ def __call(
                     **kwargs,
                 )
 
-            # If the LLM API is async, return a coroutine
+            # If the LLM API is async, return a coroutine. This will be deprecated soon.
+
             if asyncio.iscoroutinefunction(llm_api):
                 return self._call_async(
                     llm_api,
@@ -768,6 +771,12 @@ def _call_sync(
             call = runner(call_log=call_log, prompt_params=prompt_params)
             return ValidationOutcome[OT].from_guard_history(call)
 
+    @deprecated(
+        """Async methods within Guard are deprecated and will be removed in 0.5.x.
+        Instead, please use `AsyncGuard() or pass in a synchronous llm api.""",
+        category=FutureWarning,
+        stacklevel=2,
+    )
     async def _call_async(
         self,
         llm_api: Callable[[Any], Awaitable[Any]],
@@ -932,6 +941,9 @@ def __parse(
             *args,
             **kwargs,
         ):
+            llm_api_str = (
+                f"{llm_api.__module__}.{llm_api.__name__}" if llm_api else "None"
+            )
             final_num_reasks = (
                 num_reasks if num_reasks is not None else 0 if llm_api is None else None
             )
@@ -942,7 +954,7 @@ def __parse(
                     attributes=[
                         ("guard_id", self._guard_id),
                         ("user_id", self._user_id),
-                        ("llm_api", llm_api.__name__ if llm_api else "None"),
+                        ("llm_api", llm_api_str),
                         (
                             "custom_reask_prompt",
                             self.rail.output_schema.reask_prompt_template is not None,
@@ -1088,6 +1100,12 @@ def _sync_parse(
 
         return ValidationOutcome[OT].from_guard_history(call)
 
+    @deprecated(
+        """Async methods within Guard are deprecated and will be removed in 0.5.x.
+        Instead, please use `AsyncGuard() or pass in a synchronous llm api.""",
+        category=FutureWarning,
+        stacklevel=2,
+    )
     async def _async_parse(
         self,
         llm_output: str,
diff --git a/poetry.lock b/poetry.lock
index 2cce022be..5b3139c96 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -342,13 +342,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
+    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
 [package.dependencies]
@@ -532,13 +532,13 @@ numpy = [
 
 [[package]]
 name = "cairocffi"
-version = "1.6.1"
+version = "1.7.0"
 description = "cffi-based cairo bindings for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "cairocffi-1.6.1-py3-none-any.whl", hash = "sha256:aa78ee52b9069d7475eeac457389b6275aa92111895d78fbaa2202a52dac112e"},
-    {file = "cairocffi-1.6.1.tar.gz", hash = "sha256:78e6bbe47357640c453d0be929fa49cd05cce2e1286f3d2a1ca9cbda7efdb8b7"},
+    {file = "cairocffi-1.7.0-py3-none-any.whl", hash = "sha256:1f29a8d41dbda4090c0aa33bcdea64f3b493e95f74a43ea107c4a8a7b7f632ef"},
+    {file = "cairocffi-1.7.0.tar.gz", hash = "sha256:7761863603894305f3160eca68452f373433ca8745ab7dd445bd2c6ce50dcab7"},
 ]
 
 [package.dependencies]
@@ -546,7 +546,7 @@ cffi = ">=1.1.0"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "numpy", "pikepdf", "pytest"]
+test = ["numpy", "pikepdf", "pytest", "ruff"]
 xcb = ["xcffib (>=1.4.0)"]
 
 [[package]]
@@ -863,63 +863,63 @@ srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "coverage"
-version = "7.4.4"
+version = "7.5.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.4.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0be5efd5127542ef31f165de269f77560d6cdef525fffa446de6f7e9186cfb2"},
-    {file = "coverage-7.4.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ccd341521be3d1b3daeb41960ae94a5e87abe2f46f17224ba5d6f2b8398016cf"},
-    {file = "coverage-7.4.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09fa497a8ab37784fbb20ab699c246053ac294d13fc7eb40ec007a5043ec91f8"},
-    {file = "coverage-7.4.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b1a93009cb80730c9bca5d6d4665494b725b6e8e157c1cb7f2db5b4b122ea562"},
-    {file = "coverage-7.4.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:690db6517f09336559dc0b5f55342df62370a48f5469fabf502db2c6d1cffcd2"},
-    {file = "coverage-7.4.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:09c3255458533cb76ef55da8cc49ffab9e33f083739c8bd4f58e79fecfe288f7"},
-    {file = "coverage-7.4.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:8ce1415194b4a6bd0cdcc3a1dfbf58b63f910dcb7330fe15bdff542c56949f87"},
-    {file = "coverage-7.4.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b91cbc4b195444e7e258ba27ac33769c41b94967919f10037e6355e998af255c"},
-    {file = "coverage-7.4.4-cp310-cp310-win32.whl", hash = "sha256:598825b51b81c808cb6f078dcb972f96af96b078faa47af7dfcdf282835baa8d"},
-    {file = "coverage-7.4.4-cp310-cp310-win_amd64.whl", hash = "sha256:09ef9199ed6653989ebbcaacc9b62b514bb63ea2f90256e71fea3ed74bd8ff6f"},
-    {file = "coverage-7.4.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0f9f50e7ef2a71e2fae92774c99170eb8304e3fdf9c8c3c7ae9bab3e7229c5cf"},
-    {file = "coverage-7.4.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:623512f8ba53c422fcfb2ce68362c97945095b864cda94a92edbaf5994201083"},
-    {file = "coverage-7.4.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0513b9508b93da4e1716744ef6ebc507aff016ba115ffe8ecff744d1322a7b63"},
-    {file = "coverage-7.4.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40209e141059b9370a2657c9b15607815359ab3ef9918f0196b6fccce8d3230f"},
-    {file = "coverage-7.4.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a2b2b78c78293782fd3767d53e6474582f62443d0504b1554370bde86cc8227"},
-    {file = "coverage-7.4.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:73bfb9c09951125d06ee473bed216e2c3742f530fc5acc1383883125de76d9cd"},
-    {file = "coverage-7.4.4-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:1f384c3cc76aeedce208643697fb3e8437604b512255de6d18dae3f27655a384"},
-    {file = "coverage-7.4.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:54eb8d1bf7cacfbf2a3186019bcf01d11c666bd495ed18717162f7eb1e9dd00b"},
-    {file = "coverage-7.4.4-cp311-cp311-win32.whl", hash = "sha256:cac99918c7bba15302a2d81f0312c08054a3359eaa1929c7e4b26ebe41e9b286"},
-    {file = "coverage-7.4.4-cp311-cp311-win_amd64.whl", hash = "sha256:b14706df8b2de49869ae03a5ccbc211f4041750cd4a66f698df89d44f4bd30ec"},
-    {file = "coverage-7.4.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:201bef2eea65e0e9c56343115ba3814e896afe6d36ffd37bab783261db430f76"},
-    {file = "coverage-7.4.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:41c9c5f3de16b903b610d09650e5e27adbfa7f500302718c9ffd1c12cf9d6818"},
-    {file = "coverage-7.4.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d898fe162d26929b5960e4e138651f7427048e72c853607f2b200909794ed978"},
-    {file = "coverage-7.4.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3ea79bb50e805cd6ac058dfa3b5c8f6c040cb87fe83de10845857f5535d1db70"},
-    {file = "coverage-7.4.4-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce4b94265ca988c3f8e479e741693d143026632672e3ff924f25fab50518dd51"},
-    {file = "coverage-7.4.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:00838a35b882694afda09f85e469c96367daa3f3f2b097d846a7216993d37f4c"},
-    {file = "coverage-7.4.4-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:fdfafb32984684eb03c2d83e1e51f64f0906b11e64482df3c5db936ce3839d48"},
-    {file = "coverage-7.4.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:69eb372f7e2ece89f14751fbcbe470295d73ed41ecd37ca36ed2eb47512a6ab9"},
-    {file = "coverage-7.4.4-cp312-cp312-win32.whl", hash = "sha256:137eb07173141545e07403cca94ab625cc1cc6bc4c1e97b6e3846270e7e1fea0"},
-    {file = "coverage-7.4.4-cp312-cp312-win_amd64.whl", hash = "sha256:d71eec7d83298f1af3326ce0ff1d0ea83c7cb98f72b577097f9083b20bdaf05e"},
-    {file = "coverage-7.4.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d5ae728ff3b5401cc320d792866987e7e7e880e6ebd24433b70a33b643bb0384"},
-    {file = "coverage-7.4.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:cc4f1358cb0c78edef3ed237ef2c86056206bb8d9140e73b6b89fbcfcbdd40e1"},
-    {file = "coverage-7.4.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8130a2aa2acb8788e0b56938786c33c7c98562697bf9f4c7d6e8e5e3a0501e4a"},
-    {file = "coverage-7.4.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cf271892d13e43bc2b51e6908ec9a6a5094a4df1d8af0bfc360088ee6c684409"},
-    {file = "coverage-7.4.4-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a4cdc86d54b5da0df6d3d3a2f0b710949286094c3a6700c21e9015932b81447e"},
-    {file = "coverage-7.4.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:ae71e7ddb7a413dd60052e90528f2f65270aad4b509563af6d03d53e979feafd"},
-    {file = "coverage-7.4.4-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:38dd60d7bf242c4ed5b38e094baf6401faa114fc09e9e6632374388a404f98e7"},
-    {file = "coverage-7.4.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:aa5b1c1bfc28384f1f53b69a023d789f72b2e0ab1b3787aae16992a7ca21056c"},
-    {file = "coverage-7.4.4-cp38-cp38-win32.whl", hash = "sha256:dfa8fe35a0bb90382837b238fff375de15f0dcdb9ae68ff85f7a63649c98527e"},
-    {file = "coverage-7.4.4-cp38-cp38-win_amd64.whl", hash = "sha256:b2991665420a803495e0b90a79233c1433d6ed77ef282e8e152a324bbbc5e0c8"},
-    {file = "coverage-7.4.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3b799445b9f7ee8bf299cfaed6f5b226c0037b74886a4e11515e569b36fe310d"},
-    {file = "coverage-7.4.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b4d33f418f46362995f1e9d4f3a35a1b6322cb959c31d88ae56b0298e1c22357"},
-    {file = "coverage-7.4.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aadacf9a2f407a4688d700e4ebab33a7e2e408f2ca04dbf4aef17585389eff3e"},
-    {file = "coverage-7.4.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7c95949560050d04d46b919301826525597f07b33beba6187d04fa64d47ac82e"},
-    {file = "coverage-7.4.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff7687ca3d7028d8a5f0ebae95a6e4827c5616b31a4ee1192bdfde697db110d4"},
-    {file = "coverage-7.4.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5fc1de20b2d4a061b3df27ab9b7c7111e9a710f10dc2b84d33a4ab25065994ec"},
-    {file = "coverage-7.4.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:c74880fc64d4958159fbd537a091d2a585448a8f8508bf248d72112723974cbd"},
-    {file = "coverage-7.4.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:742a76a12aa45b44d236815d282b03cfb1de3b4323f3e4ec933acfae08e54ade"},
-    {file = "coverage-7.4.4-cp39-cp39-win32.whl", hash = "sha256:d89d7b2974cae412400e88f35d86af72208e1ede1a541954af5d944a8ba46c57"},
-    {file = "coverage-7.4.4-cp39-cp39-win_amd64.whl", hash = "sha256:9ca28a302acb19b6af89e90f33ee3e1906961f94b54ea37de6737b7ca9d8827c"},
-    {file = "coverage-7.4.4-pp38.pp39.pp310-none-any.whl", hash = "sha256:b2c5edc4ac10a7ef6605a966c58929ec6c1bd0917fb8c15cb3363f65aa40e677"},
-    {file = "coverage-7.4.4.tar.gz", hash = "sha256:c901df83d097649e257e803be22592aedfd5182f07b3cc87d640bbb9afd50f49"},
+    {file = "coverage-7.5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c0884920835a033b78d1c73b6d3bbcda8161a900f38a488829a83982925f6c2e"},
+    {file = "coverage-7.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:39afcd3d4339329c5f58de48a52f6e4e50f6578dd6099961cf22228feb25f38f"},
+    {file = "coverage-7.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a7b0ceee8147444347da6a66be737c9d78f3353b0681715b668b72e79203e4a"},
+    {file = "coverage-7.5.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a9ca3f2fae0088c3c71d743d85404cec8df9be818a005ea065495bedc33da35"},
+    {file = "coverage-7.5.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5fd215c0c7d7aab005221608a3c2b46f58c0285a819565887ee0b718c052aa4e"},
+    {file = "coverage-7.5.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4bf0655ab60d754491004a5efd7f9cccefcc1081a74c9ef2da4735d6ee4a6223"},
+    {file = "coverage-7.5.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:61c4bf1ba021817de12b813338c9be9f0ad5b1e781b9b340a6d29fc13e7c1b5e"},
+    {file = "coverage-7.5.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:db66fc317a046556a96b453a58eced5024af4582a8dbdc0c23ca4dbc0d5b3146"},
+    {file = "coverage-7.5.1-cp310-cp310-win32.whl", hash = "sha256:b016ea6b959d3b9556cb401c55a37547135a587db0115635a443b2ce8f1c7228"},
+    {file = "coverage-7.5.1-cp310-cp310-win_amd64.whl", hash = "sha256:df4e745a81c110e7446b1cc8131bf986157770fa405fe90e15e850aaf7619bc8"},
+    {file = "coverage-7.5.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:796a79f63eca8814ca3317a1ea443645c9ff0d18b188de470ed7ccd45ae79428"},
+    {file = "coverage-7.5.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4fc84a37bfd98db31beae3c2748811a3fa72bf2007ff7902f68746d9757f3746"},
+    {file = "coverage-7.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6175d1a0559986c6ee3f7fccfc4a90ecd12ba0a383dcc2da30c2b9918d67d8a3"},
+    {file = "coverage-7.5.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fc81d5878cd6274ce971e0a3a18a8803c3fe25457165314271cf78e3aae3aa2"},
+    {file = "coverage-7.5.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:556cf1a7cbc8028cb60e1ff0be806be2eded2daf8129b8811c63e2b9a6c43bca"},
+    {file = "coverage-7.5.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:9981706d300c18d8b220995ad22627647be11a4276721c10911e0e9fa44c83e8"},
+    {file = "coverage-7.5.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:d7fed867ee50edf1a0b4a11e8e5d0895150e572af1cd6d315d557758bfa9c057"},
+    {file = "coverage-7.5.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:ef48e2707fb320c8f139424a596f5b69955a85b178f15af261bab871873bb987"},
+    {file = "coverage-7.5.1-cp311-cp311-win32.whl", hash = "sha256:9314d5678dcc665330df5b69c1e726a0e49b27df0461c08ca12674bcc19ef136"},
+    {file = "coverage-7.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:5fa567e99765fe98f4e7d7394ce623e794d7cabb170f2ca2ac5a4174437e90dd"},
+    {file = "coverage-7.5.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b6cf3764c030e5338e7f61f95bd21147963cf6aa16e09d2f74f1fa52013c1206"},
+    {file = "coverage-7.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2ec92012fefebee89a6b9c79bc39051a6cb3891d562b9270ab10ecfdadbc0c34"},
+    {file = "coverage-7.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16db7f26000a07efcf6aea00316f6ac57e7d9a96501e990a36f40c965ec7a95d"},
+    {file = "coverage-7.5.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:beccf7b8a10b09c4ae543582c1319c6df47d78fd732f854ac68d518ee1fb97fa"},
+    {file = "coverage-7.5.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8748731ad392d736cc9ccac03c9845b13bb07d020a33423fa5b3a36521ac6e4e"},
+    {file = "coverage-7.5.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7352b9161b33fd0b643ccd1f21f3a3908daaddf414f1c6cb9d3a2fd618bf2572"},
+    {file = "coverage-7.5.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:7a588d39e0925f6a2bff87154752481273cdb1736270642aeb3635cb9b4cad07"},
+    {file = "coverage-7.5.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:68f962d9b72ce69ea8621f57551b2fa9c70509af757ee3b8105d4f51b92b41a7"},
+    {file = "coverage-7.5.1-cp312-cp312-win32.whl", hash = "sha256:f152cbf5b88aaeb836127d920dd0f5e7edff5a66f10c079157306c4343d86c19"},
+    {file = "coverage-7.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:5a5740d1fb60ddf268a3811bcd353de34eb56dc24e8f52a7f05ee513b2d4f596"},
+    {file = "coverage-7.5.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e2213def81a50519d7cc56ed643c9e93e0247f5bbe0d1247d15fa520814a7cd7"},
+    {file = "coverage-7.5.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:5037f8fcc2a95b1f0e80585bd9d1ec31068a9bcb157d9750a172836e98bc7a90"},
+    {file = "coverage-7.5.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c3721c2c9e4c4953a41a26c14f4cef64330392a6d2d675c8b1db3b645e31f0e"},
+    {file = "coverage-7.5.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ca498687ca46a62ae590253fba634a1fe9836bc56f626852fb2720f334c9e4e5"},
+    {file = "coverage-7.5.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0cdcbc320b14c3e5877ee79e649677cb7d89ef588852e9583e6b24c2e5072661"},
+    {file = "coverage-7.5.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:57e0204b5b745594e5bc14b9b50006da722827f0b8c776949f1135677e88d0b8"},
+    {file = "coverage-7.5.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:8fe7502616b67b234482c3ce276ff26f39ffe88adca2acf0261df4b8454668b4"},
+    {file = "coverage-7.5.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:9e78295f4144f9dacfed4f92935fbe1780021247c2fabf73a819b17f0ccfff8d"},
+    {file = "coverage-7.5.1-cp38-cp38-win32.whl", hash = "sha256:1434e088b41594baa71188a17533083eabf5609e8e72f16ce8c186001e6b8c41"},
+    {file = "coverage-7.5.1-cp38-cp38-win_amd64.whl", hash = "sha256:0646599e9b139988b63704d704af8e8df7fa4cbc4a1f33df69d97f36cb0a38de"},
+    {file = "coverage-7.5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4cc37def103a2725bc672f84bd939a6fe4522310503207aae4d56351644682f1"},
+    {file = "coverage-7.5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:fc0b4d8bfeabd25ea75e94632f5b6e047eef8adaed0c2161ada1e922e7f7cece"},
+    {file = "coverage-7.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d0a0f5e06881ecedfe6f3dd2f56dcb057b6dbeb3327fd32d4b12854df36bf26"},
+    {file = "coverage-7.5.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9735317685ba6ec7e3754798c8871c2f49aa5e687cc794a0b1d284b2389d1bd5"},
+    {file = "coverage-7.5.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d21918e9ef11edf36764b93101e2ae8cc82aa5efdc7c5a4e9c6c35a48496d601"},
+    {file = "coverage-7.5.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:c3e757949f268364b96ca894b4c342b41dc6f8f8b66c37878aacef5930db61be"},
+    {file = "coverage-7.5.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:79afb6197e2f7f60c4824dd4b2d4c2ec5801ceb6ba9ce5d2c3080e5660d51a4f"},
+    {file = "coverage-7.5.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d1d0d98d95dd18fe29dc66808e1accf59f037d5716f86a501fc0256455219668"},
+    {file = "coverage-7.5.1-cp39-cp39-win32.whl", hash = "sha256:1cc0fe9b0b3a8364093c53b0b4c0c2dd4bb23acbec4c9240b5f284095ccf7981"},
+    {file = "coverage-7.5.1-cp39-cp39-win_amd64.whl", hash = "sha256:dde0070c40ea8bb3641e811c1cfbf18e265d024deff6de52c5950677a8fb1e0f"},
+    {file = "coverage-7.5.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:6537e7c10cc47c595828b8a8be04c72144725c383c4702703ff4e42e44577312"},
+    {file = "coverage-7.5.1.tar.gz", hash = "sha256:54de9ef3a9da981f7af93eafde4ede199e0846cd819eb27c88e2b712aae9708c"},
 ]
 
 [package.dependencies]
@@ -930,43 +930,43 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.5"
+version = "42.0.7"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cryptography-42.0.5-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:a30596bae9403a342c978fb47d9b0ee277699fa53bbafad14706af51fe543d16"},
-    {file = "cryptography-42.0.5-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:b7ffe927ee6531c78f81aa17e684e2ff617daeba7f189f911065b2ea2d526dec"},
-    {file = "cryptography-42.0.5-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2424ff4c4ac7f6b8177b53c17ed5d8fa74ae5955656867f5a8affaca36a27abb"},
-    {file = "cryptography-42.0.5-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:329906dcc7b20ff3cad13c069a78124ed8247adcac44b10bea1130e36caae0b4"},
-    {file = "cryptography-42.0.5-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:b03c2ae5d2f0fc05f9a2c0c997e1bc18c8229f392234e8a0194f202169ccd278"},
-    {file = "cryptography-42.0.5-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f8837fe1d6ac4a8052a9a8ddab256bc006242696f03368a4009be7ee3075cdb7"},
-    {file = "cryptography-42.0.5-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:0270572b8bd2c833c3981724b8ee9747b3ec96f699a9665470018594301439ee"},
-    {file = "cryptography-42.0.5-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:b8cac287fafc4ad485b8a9b67d0ee80c66bf3574f655d3b97ef2e1082360faf1"},
-    {file = "cryptography-42.0.5-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:16a48c23a62a2f4a285699dba2e4ff2d1cff3115b9df052cdd976a18856d8e3d"},
-    {file = "cryptography-42.0.5-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:2bce03af1ce5a5567ab89bd90d11e7bbdff56b8af3acbbec1faded8f44cb06da"},
-    {file = "cryptography-42.0.5-cp37-abi3-win32.whl", hash = "sha256:b6cd2203306b63e41acdf39aa93b86fb566049aeb6dc489b70e34bcd07adca74"},
-    {file = "cryptography-42.0.5-cp37-abi3-win_amd64.whl", hash = "sha256:98d8dc6d012b82287f2c3d26ce1d2dd130ec200c8679b6213b3c73c08b2b7940"},
-    {file = "cryptography-42.0.5-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:5e6275c09d2badf57aea3afa80d975444f4be8d3bc58f7f80d2a484c6f9485c8"},
-    {file = "cryptography-42.0.5-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e4985a790f921508f36f81831817cbc03b102d643b5fcb81cd33df3fa291a1a1"},
-    {file = "cryptography-42.0.5-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7cde5f38e614f55e28d831754e8a3bacf9ace5d1566235e39d91b35502d6936e"},
-    {file = "cryptography-42.0.5-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:7367d7b2eca6513681127ebad53b2582911d1736dc2ffc19f2c3ae49997496bc"},
-    {file = "cryptography-42.0.5-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:cd2030f6650c089aeb304cf093f3244d34745ce0cfcc39f20c6fbfe030102e2a"},
-    {file = "cryptography-42.0.5-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a2913c5375154b6ef2e91c10b5720ea6e21007412f6437504ffea2109b5a33d7"},
-    {file = "cryptography-42.0.5-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:c41fb5e6a5fe9ebcd58ca3abfeb51dffb5d83d6775405305bfa8715b76521922"},
-    {file = "cryptography-42.0.5-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:3eaafe47ec0d0ffcc9349e1708be2aaea4c6dd4978d76bf6eb0cb2c13636c6fc"},
-    {file = "cryptography-42.0.5-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1b95b98b0d2af784078fa69f637135e3c317091b615cd0905f8b8a087e86fa30"},
-    {file = "cryptography-42.0.5-cp39-abi3-win32.whl", hash = "sha256:1f71c10d1e88467126f0efd484bd44bca5e14c664ec2ede64c32f20875c0d413"},
-    {file = "cryptography-42.0.5-cp39-abi3-win_amd64.whl", hash = "sha256:a011a644f6d7d03736214d38832e030d8268bcff4a41f728e6030325fea3e400"},
-    {file = "cryptography-42.0.5-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:9481ffe3cf013b71b2428b905c4f7a9a4f76ec03065b05ff499bb5682a8d9ad8"},
-    {file = "cryptography-42.0.5-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:ba334e6e4b1d92442b75ddacc615c5476d4ad55cc29b15d590cc6b86efa487e2"},
-    {file = "cryptography-42.0.5-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:ba3e4a42397c25b7ff88cdec6e2a16c2be18720f317506ee25210f6d31925f9c"},
-    {file = "cryptography-42.0.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:111a0d8553afcf8eb02a4fea6ca4f59d48ddb34497aa8706a6cf536f1a5ec576"},
-    {file = "cryptography-42.0.5-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cd65d75953847815962c84a4654a84850b2bb4aed3f26fadcc1c13892e1e29f6"},
-    {file = "cryptography-42.0.5-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:e807b3188f9eb0eaa7bbb579b462c5ace579f1cedb28107ce8b48a9f7ad3679e"},
-    {file = "cryptography-42.0.5-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f12764b8fffc7a123f641d7d049d382b73f96a34117e0b637b80643169cec8ac"},
-    {file = "cryptography-42.0.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:37dd623507659e08be98eec89323469e8c7b4c1407c85112634ae3dbdb926fdd"},
-    {file = "cryptography-42.0.5.tar.gz", hash = "sha256:6fe07eec95dfd477eb9530aef5bead34fec819b3aaf6c5bd6d20565da607bfe1"},
+    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:a987f840718078212fdf4504d0fd4c6effe34a7e4740378e59d47696e8dfb477"},
+    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bd13b5e9b543532453de08bcdc3cc7cebec6f9883e886fd20a92f26940fd3e7a"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a79165431551042cc9d1d90e6145d5d0d3ab0f2d66326c201d9b0e7f5bf43604"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a47787a5e3649008a1102d3df55424e86606c9bae6fb77ac59afe06d234605f8"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:02c0eee2d7133bdbbc5e24441258d5d2244beb31da5ed19fbb80315f4bbbff55"},
+    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5e44507bf8d14b36b8389b226665d597bc0f18ea035d75b4e53c7b1ea84583cc"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:7f8b25fa616d8b846aef64b15c606bb0828dbc35faf90566eb139aa9cff67af2"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:93a3209f6bb2b33e725ed08ee0991b92976dfdcf4e8b38646540674fc7508e13"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:e6b8f1881dac458c34778d0a424ae5769de30544fc678eac51c1c8bb2183e9da"},
+    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3de9a45d3b2b7d8088c3fbf1ed4395dfeff79d07842217b38df14ef09ce1d8d7"},
+    {file = "cryptography-42.0.7-cp37-abi3-win32.whl", hash = "sha256:789caea816c6704f63f6241a519bfa347f72fbd67ba28d04636b7c6b7da94b0b"},
+    {file = "cryptography-42.0.7-cp37-abi3-win_amd64.whl", hash = "sha256:8cb8ce7c3347fcf9446f201dc30e2d5a3c898d009126010cbd1f443f28b52678"},
+    {file = "cryptography-42.0.7-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:a3a5ac8b56fe37f3125e5b72b61dcde43283e5370827f5233893d461b7360cd4"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:779245e13b9a6638df14641d029add5dc17edbef6ec915688f3acb9e720a5858"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d563795db98b4cd57742a78a288cdbdc9daedac29f2239793071fe114f13785"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:31adb7d06fe4383226c3e963471f6837742889b3c4caa55aac20ad951bc8ffda"},
+    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:efd0bf5205240182e0f13bcaea41be4fdf5c22c5129fc7ced4a0282ac86998c9"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a9bc127cdc4ecf87a5ea22a2556cab6c7eda2923f84e4f3cc588e8470ce4e42e"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:3577d029bc3f4827dd5bf8bf7710cac13527b470bbf1820a3f394adb38ed7d5f"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2e47577f9b18723fa294b0ea9a17d5e53a227867a0a4904a1a076d1646d45ca1"},
+    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1a58839984d9cb34c855197043eaae2c187d930ca6d644612843b4fe8513c886"},
+    {file = "cryptography-42.0.7-cp39-abi3-win32.whl", hash = "sha256:e6b79d0adb01aae87e8a44c2b64bc3f3fe59515280e00fb6d57a7267a2583cda"},
+    {file = "cryptography-42.0.7-cp39-abi3-win_amd64.whl", hash = "sha256:16268d46086bb8ad5bf0a2b5544d8a9ed87a0e33f5e77dd3c3301e63d941a83b"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:2954fccea107026512b15afb4aa664a5640cd0af630e2ee3962f2602693f0c82"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:362e7197754c231797ec45ee081f3088a27a47c6c01eff2ac83f60f85a50fe60"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:4f698edacf9c9e0371112792558d2f705b5645076cc0aaae02f816a0171770fd"},
+    {file = "cryptography-42.0.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5482e789294854c28237bba77c4c83be698be740e31a3ae5e879ee5444166582"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:e9b2a6309f14c0497f348d08a065d52f3020656f675819fc405fb63bbcd26562"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d8e3098721b84392ee45af2dd554c947c32cc52f862b6a3ae982dbb90f577f14"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c65f96dad14f8528a447414125e1fc8feb2ad5a272b8f68477abbcc1ea7d94b9"},
+    {file = "cryptography-42.0.7-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:36017400817987670037fbb0324d71489b6ead6231c9604f8fc1f7d008087c68"},
+    {file = "cryptography-42.0.7.tar.gz", hash = "sha256:ecbfbc00bf55888edda9868a4cf927205de8499e7fabe6c050322298382953f2"},
 ]
 
 [package.dependencies]
@@ -1162,13 +1162,13 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "detect-secrets"
-version = "1.4.0"
+version = "1.5.0"
 description = "Tool for detecting secrets in the codebase"
 optional = true
 python-versions = "*"
 files = [
-    {file = "detect_secrets-1.4.0-py3-none-any.whl", hash = "sha256:d08ecabeee8b68c0acb0e8a354fb98d822a653f6ed05e520cead4c6fc1fc02cd"},
-    {file = "detect_secrets-1.4.0.tar.gz", hash = "sha256:d56787e339758cef48c9ccd6692f7a094b9963c979c9813580b0169e41132833"},
+    {file = "detect_secrets-1.5.0-py3-none-any.whl", hash = "sha256:e24e7b9b5a35048c313e983f76c4bd09dad89f045ff059e354f9943bf45aa060"},
+    {file = "detect_secrets-1.5.0.tar.gz", hash = "sha256:6bb46dcc553c10df51475641bb30fd69d25645cc12339e46c824c1e0c388898a"},
 ]
 
 [package.dependencies]
@@ -1417,13 +1417,13 @@ pyyaml = "*"
 
 [[package]]
 name = "filelock"
-version = "3.13.4"
+version = "3.14.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.4-py3-none-any.whl", hash = "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f"},
-    {file = "filelock-3.13.4.tar.gz", hash = "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"},
+    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
+    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
 ]
 
 [package.extras]
@@ -1530,13 +1530,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.3.1"
+version = "2024.5.0"
 description = "File-system specification"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.3.1-py3-none-any.whl", hash = "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512"},
-    {file = "fsspec-2024.3.1.tar.gz", hash = "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"},
+    {file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
+    {file = "fsspec-2024.5.0.tar.gz", hash = "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a"},
 ]
 
 [package.dependencies]
@@ -1547,7 +1547,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-devel = ["pytest", "pytest-cov"]
+dev = ["pre-commit", "ruff"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1564,6 +1564,9 @@ s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
 [[package]]
@@ -1659,62 +1662,29 @@ optional = true
 python-versions = ">=3.7"
 files = [
     {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"},
-    {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"},
-    {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dca1e2f3ca00b84a396bc1bce13dd21f680f035314d2379c4160c98153b2059b"},
-    {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3ed7fb269f15dc662787f4119ec300ad0702fa1b19d2135a37c2c4de6fadfd4a"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd4f49ae60e10adbc94b45c0b5e6a179acc1736cf7a90160b404076ee283cf83"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:73a411ef564e0e097dbe7e866bb2dda0f027e072b04da387282b02c308807405"},
-    {file = "greenlet-3.0.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:7f362975f2d179f9e26928c5b517524e89dd48530a0202570d55ad6ca5d8a56f"},
     {file = "greenlet-3.0.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:649dde7de1a5eceb258f9cb00bdf50e978c9db1b996964cd80703614c86495eb"},
-    {file = "greenlet-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:68834da854554926fbedd38c76e60c4a2e3198c6fbed520b106a8986445caaf9"},
     {file = "greenlet-3.0.3-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:b1b5667cced97081bf57b8fa1d6bfca67814b0afd38208d52538316e9422fc61"},
-    {file = "greenlet-3.0.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:52f59dd9c96ad2fc0d5724107444f76eb20aaccb675bf825df6435acb7703559"},
-    {file = "greenlet-3.0.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:afaff6cf5200befd5cec055b07d1c0a5a06c040fe5ad148abcd11ba6ab9b114e"},
-    {file = "greenlet-3.0.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fe754d231288e1e64323cfad462fcee8f0288654c10bdf4f603a39ed923bef33"},
     {file = "greenlet-3.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2797aa5aedac23af156bbb5a6aa2cd3427ada2972c828244eb7d1b9255846379"},
     {file = "greenlet-3.0.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7f009caad047246ed379e1c4dbcb8b020f0a390667ea74d2387be2998f58a22"},
-    {file = "greenlet-3.0.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c5e1536de2aad7bf62e27baf79225d0d64360d4168cf2e6becb91baf1ed074f3"},
     {file = "greenlet-3.0.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:894393ce10ceac937e56ec00bb71c4c2f8209ad516e96033e4b3b1de270e200d"},
-    {file = "greenlet-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:1ea188d4f49089fc6fb283845ab18a2518d279c7cd9da1065d7a84e991748728"},
     {file = "greenlet-3.0.3-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:70fb482fdf2c707765ab5f0b6655e9cfcf3780d8d87355a063547b41177599be"},
-    {file = "greenlet-3.0.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4d1ac74f5c0c0524e4a24335350edad7e5f03b9532da7ea4d3c54d527784f2e"},
-    {file = "greenlet-3.0.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:149e94a2dd82d19838fe4b2259f1b6b9957d5ba1b25640d2380bea9c5df37676"},
-    {file = "greenlet-3.0.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:15d79dd26056573940fcb8c7413d84118086f2ec1a8acdfa854631084393efcc"},
     {file = "greenlet-3.0.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:881b7db1ebff4ba09aaaeae6aa491daeb226c8150fc20e836ad00041bcb11230"},
     {file = "greenlet-3.0.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fcd2469d6a2cf298f198f0487e0a5b1a47a42ca0fa4dfd1b6862c999f018ebbf"},
-    {file = "greenlet-3.0.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:1f672519db1796ca0d8753f9e78ec02355e862d0998193038c7073045899f305"},
     {file = "greenlet-3.0.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2516a9957eed41dd8f1ec0c604f1cdc86758b587d964668b5b196a9db5bfcde6"},
-    {file = "greenlet-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:bba5387a6975598857d86de9eac14210a49d554a77eb8261cc68b7d082f78ce2"},
     {file = "greenlet-3.0.3-cp37-cp37m-macosx_11_0_universal2.whl", hash = "sha256:5b51e85cb5ceda94e79d019ed36b35386e8c37d22f07d6a751cb659b180d5274"},
-    {file = "greenlet-3.0.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:daf3cb43b7cf2ba96d614252ce1684c1bccee6b2183a01328c98d36fcd7d5cb0"},
-    {file = "greenlet-3.0.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:99bf650dc5d69546e076f413a87481ee1d2d09aaaaaca058c9251b6d8c14783f"},
-    {file = "greenlet-3.0.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2dd6e660effd852586b6a8478a1d244b8dc90ab5b1321751d2ea15deb49ed414"},
     {file = "greenlet-3.0.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e3391d1e16e2a5a1507d83e4a8b100f4ee626e8eca43cf2cadb543de69827c4c"},
     {file = "greenlet-3.0.3-cp37-cp37m-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e1f145462f1fa6e4a4ae3c0f782e580ce44d57c8f2c7aae1b6fa88c0b2efdb41"},
-    {file = "greenlet-3.0.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:1a7191e42732df52cb5f39d3527217e7ab73cae2cb3694d241e18f53d84ea9a7"},
     {file = "greenlet-3.0.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:0448abc479fab28b00cb472d278828b3ccca164531daab4e970a0458786055d6"},
-    {file = "greenlet-3.0.3-cp37-cp37m-win32.whl", hash = "sha256:b542be2440edc2d48547b5923c408cbe0fc94afb9f18741faa6ae970dbcb9b6d"},
-    {file = "greenlet-3.0.3-cp37-cp37m-win_amd64.whl", hash = "sha256:01bc7ea167cf943b4c802068e178bbf70ae2e8c080467070d01bfa02f337ee67"},
     {file = "greenlet-3.0.3-cp38-cp38-macosx_11_0_universal2.whl", hash = "sha256:1996cb9306c8595335bb157d133daf5cf9f693ef413e7673cb07e3e5871379ca"},
-    {file = "greenlet-3.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ddc0f794e6ad661e321caa8d2f0a55ce01213c74722587256fb6566049a8b04"},
-    {file = "greenlet-3.0.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c9db1c18f0eaad2f804728c67d6c610778456e3e1cc4ab4bbd5eeb8e6053c6fc"},
-    {file = "greenlet-3.0.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7170375bcc99f1a2fbd9c306f5be8764eaf3ac6b5cb968862cad4c7057756506"},
     {file = "greenlet-3.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b66c9c1e7ccabad3a7d037b2bcb740122a7b17a53734b7d72a344ce39882a1b"},
     {file = "greenlet-3.0.3-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:098d86f528c855ead3479afe84b49242e174ed262456c342d70fc7f972bc13c4"},
-    {file = "greenlet-3.0.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:81bb9c6d52e8321f09c3d165b2a78c680506d9af285bfccbad9fb7ad5a5da3e5"},
     {file = "greenlet-3.0.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:fd096eb7ffef17c456cfa587523c5f92321ae02427ff955bebe9e3c63bc9f0da"},
-    {file = "greenlet-3.0.3-cp38-cp38-win32.whl", hash = "sha256:d46677c85c5ba00a9cb6f7a00b2bfa6f812192d2c9f7d9c4f6a55b60216712f3"},
-    {file = "greenlet-3.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:419b386f84949bf0e7c73e6032e3457b82a787c1ab4a0e43732898a761cc9dbf"},
     {file = "greenlet-3.0.3-cp39-cp39-macosx_11_0_universal2.whl", hash = "sha256:da70d4d51c8b306bb7a031d5cff6cc25ad253affe89b70352af5f1cb68e74b53"},
-    {file = "greenlet-3.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:086152f8fbc5955df88382e8a75984e2bb1c892ad2e3c80a2508954e52295257"},
-    {file = "greenlet-3.0.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d73a9fe764d77f87f8ec26a0c85144d6a951a6c438dfe50487df5595c6373eac"},
-    {file = "greenlet-3.0.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b7dcbe92cc99f08c8dd11f930de4d99ef756c3591a5377d1d9cd7dd5e896da71"},
     {file = "greenlet-3.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1551a8195c0d4a68fac7a4325efac0d541b48def35feb49d803674ac32582f61"},
     {file = "greenlet-3.0.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:64d7675ad83578e3fc149b617a444fab8efdafc9385471f868eb5ff83e446b8b"},
-    {file = "greenlet-3.0.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b37eef18ea55f2ffd8f00ff8fe7c8d3818abd3e25fb73fae2ca3b672e333a7a6"},
     {file = "greenlet-3.0.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:77457465d89b8263bca14759d7c1684df840b6811b2499838cc5b040a8b5b113"},
-    {file = "greenlet-3.0.3-cp39-cp39-win32.whl", hash = "sha256:57e8974f23e47dac22b83436bdcf23080ade568ce77df33159e019d161ce1d1e"},
-    {file = "greenlet-3.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:c5ee858cfe08f34712f548c3c363e807e7186f03ad7a5039ebadb29e8c6be067"},
     {file = "greenlet-3.0.3.tar.gz", hash = "sha256:43374442353259554ce33599da8b692d5aa96f8976d567d4badf263371fbe491"},
 ]
 
@@ -1738,69 +1708,61 @@ colorama = ">=0.4"
 
 [[package]]
 name = "grpcio"
-version = "1.62.2"
+version = "1.63.0"
 description = "HTTP/2-based RPC framework"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "grpcio-1.62.2-cp310-cp310-linux_armv7l.whl", hash = "sha256:66344ea741124c38588a664237ac2fa16dfd226964cca23ddc96bd4accccbde5"},
-    {file = "grpcio-1.62.2-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:5dab7ac2c1e7cb6179c6bfad6b63174851102cbe0682294e6b1d6f0981ad7138"},
-    {file = "grpcio-1.62.2-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:3ad00f3f0718894749d5a8bb0fa125a7980a2f49523731a9b1fabf2b3522aa43"},
-    {file = "grpcio-1.62.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2e72ddfee62430ea80133d2cbe788e0d06b12f865765cb24a40009668bd8ea05"},
-    {file = "grpcio-1.62.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:53d3a59a10af4c2558a8e563aed9f256259d2992ae0d3037817b2155f0341de1"},
-    {file = "grpcio-1.62.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a1511a303f8074f67af4119275b4f954189e8313541da7b88b1b3a71425cdb10"},
-    {file = "grpcio-1.62.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b94d41b7412ef149743fbc3178e59d95228a7064c5ab4760ae82b562bdffb199"},
-    {file = "grpcio-1.62.2-cp310-cp310-win32.whl", hash = "sha256:a75af2fc7cb1fe25785be7bed1ab18cef959a376cdae7c6870184307614caa3f"},
-    {file = "grpcio-1.62.2-cp310-cp310-win_amd64.whl", hash = "sha256:80407bc007754f108dc2061e37480238b0dc1952c855e86a4fc283501ee6bb5d"},
-    {file = "grpcio-1.62.2-cp311-cp311-linux_armv7l.whl", hash = "sha256:c1624aa686d4b36790ed1c2e2306cc3498778dffaf7b8dd47066cf819028c3ad"},
-    {file = "grpcio-1.62.2-cp311-cp311-macosx_10_10_universal2.whl", hash = "sha256:1c1bb80299bdef33309dff03932264636450c8fdb142ea39f47e06a7153d3063"},
-    {file = "grpcio-1.62.2-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:db068bbc9b1fa16479a82e1ecf172a93874540cb84be69f0b9cb9b7ac3c82670"},
-    {file = "grpcio-1.62.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2cc8a308780edbe2c4913d6a49dbdb5befacdf72d489a368566be44cadaef1a"},
-    {file = "grpcio-1.62.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d0695ae31a89f1a8fc8256050329a91a9995b549a88619263a594ca31b76d756"},
-    {file = "grpcio-1.62.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:88b4f9ee77191dcdd8810241e89340a12cbe050be3e0d5f2f091c15571cd3930"},
-    {file = "grpcio-1.62.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:2a0204532aa2f1afd467024b02b4069246320405bc18abec7babab03e2644e75"},
-    {file = "grpcio-1.62.2-cp311-cp311-win32.whl", hash = "sha256:6e784f60e575a0de554ef9251cbc2ceb8790914fe324f11e28450047f264ee6f"},
-    {file = "grpcio-1.62.2-cp311-cp311-win_amd64.whl", hash = "sha256:112eaa7865dd9e6d7c0556c8b04ae3c3a2dc35d62ad3373ab7f6a562d8199200"},
-    {file = "grpcio-1.62.2-cp312-cp312-linux_armv7l.whl", hash = "sha256:65034473fc09628a02fb85f26e73885cf1ed39ebd9cf270247b38689ff5942c5"},
-    {file = "grpcio-1.62.2-cp312-cp312-macosx_10_10_universal2.whl", hash = "sha256:d2c1771d0ee3cf72d69bb5e82c6a82f27fbd504c8c782575eddb7839729fbaad"},
-    {file = "grpcio-1.62.2-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:3abe6838196da518863b5d549938ce3159d809218936851b395b09cad9b5d64a"},
-    {file = "grpcio-1.62.2-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c5ffeb269f10cedb4f33142b89a061acda9f672fd1357331dbfd043422c94e9e"},
-    {file = "grpcio-1.62.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:404d3b4b6b142b99ba1cff0b2177d26b623101ea2ce51c25ef6e53d9d0d87bcc"},
-    {file = "grpcio-1.62.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:262cda97efdabb20853d3b5a4c546a535347c14b64c017f628ca0cc7fa780cc6"},
-    {file = "grpcio-1.62.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:17708db5b11b966373e21519c4c73e5a750555f02fde82276ea2a267077c68ad"},
-    {file = "grpcio-1.62.2-cp312-cp312-win32.whl", hash = "sha256:b7ec9e2f8ffc8436f6b642a10019fc513722858f295f7efc28de135d336ac189"},
-    {file = "grpcio-1.62.2-cp312-cp312-win_amd64.whl", hash = "sha256:aa787b83a3cd5e482e5c79be030e2b4a122ecc6c5c6c4c42a023a2b581fdf17b"},
-    {file = "grpcio-1.62.2-cp37-cp37m-linux_armv7l.whl", hash = "sha256:cfd23ad29bfa13fd4188433b0e250f84ec2c8ba66b14a9877e8bce05b524cf54"},
-    {file = "grpcio-1.62.2-cp37-cp37m-macosx_10_10_universal2.whl", hash = "sha256:af15e9efa4d776dfcecd1d083f3ccfb04f876d613e90ef8432432efbeeac689d"},
-    {file = "grpcio-1.62.2-cp37-cp37m-manylinux_2_17_aarch64.whl", hash = "sha256:f4aa94361bb5141a45ca9187464ae81a92a2a135ce2800b2203134f7a1a1d479"},
-    {file = "grpcio-1.62.2-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:82af3613a219512a28ee5c95578eb38d44dd03bca02fd918aa05603c41018051"},
-    {file = "grpcio-1.62.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:55ddaf53474e8caeb29eb03e3202f9d827ad3110475a21245f3c7712022882a9"},
-    {file = "grpcio-1.62.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:c79b518c56dddeec79e5500a53d8a4db90da995dfe1738c3ac57fe46348be049"},
-    {file = "grpcio-1.62.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a5eb4844e5e60bf2c446ef38c5b40d7752c6effdee882f716eb57ae87255d20a"},
-    {file = "grpcio-1.62.2-cp37-cp37m-win_amd64.whl", hash = "sha256:aaae70364a2d1fb238afd6cc9fcb10442b66e397fd559d3f0968d28cc3ac929c"},
-    {file = "grpcio-1.62.2-cp38-cp38-linux_armv7l.whl", hash = "sha256:1bcfe5070e4406f489e39325b76caeadab28c32bf9252d3ae960c79935a4cc36"},
-    {file = "grpcio-1.62.2-cp38-cp38-macosx_10_10_universal2.whl", hash = "sha256:da6a7b6b938c15fa0f0568e482efaae9c3af31963eec2da4ff13a6d8ec2888e4"},
-    {file = "grpcio-1.62.2-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:41955b641c34db7d84db8d306937b72bc4968eef1c401bea73081a8d6c3d8033"},
-    {file = "grpcio-1.62.2-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c772f225483905f675cb36a025969eef9712f4698364ecd3a63093760deea1bc"},
-    {file = "grpcio-1.62.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07ce1f775d37ca18c7a141300e5b71539690efa1f51fe17f812ca85b5e73262f"},
-    {file = "grpcio-1.62.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:26f415f40f4a93579fd648f48dca1c13dfacdfd0290f4a30f9b9aeb745026811"},
-    {file = "grpcio-1.62.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:db707e3685ff16fc1eccad68527d072ac8bdd2e390f6daa97bc394ea7de4acea"},
-    {file = "grpcio-1.62.2-cp38-cp38-win32.whl", hash = "sha256:589ea8e75de5fd6df387de53af6c9189c5231e212b9aa306b6b0d4f07520fbb9"},
-    {file = "grpcio-1.62.2-cp38-cp38-win_amd64.whl", hash = "sha256:3c3ed41f4d7a3aabf0f01ecc70d6b5d00ce1800d4af652a549de3f7cf35c4abd"},
-    {file = "grpcio-1.62.2-cp39-cp39-linux_armv7l.whl", hash = "sha256:162ccf61499c893831b8437120600290a99c0bc1ce7b51f2c8d21ec87ff6af8b"},
-    {file = "grpcio-1.62.2-cp39-cp39-macosx_10_10_universal2.whl", hash = "sha256:f27246d7da7d7e3bd8612f63785a7b0c39a244cf14b8dd9dd2f2fab939f2d7f1"},
-    {file = "grpcio-1.62.2-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:2507006c8a478f19e99b6fe36a2464696b89d40d88f34e4b709abe57e1337467"},
-    {file = "grpcio-1.62.2-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a90ac47a8ce934e2c8d71e317d2f9e7e6aaceb2d199de940ce2c2eb611b8c0f4"},
-    {file = "grpcio-1.62.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99701979bcaaa7de8d5f60476487c5df8f27483624f1f7e300ff4669ee44d1f2"},
-    {file = "grpcio-1.62.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:af7dc3f7a44f10863b1b0ecab4078f0a00f561aae1edbd01fd03ad4dcf61c9e9"},
-    {file = "grpcio-1.62.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:fa63245271920786f4cb44dcada4983a3516be8f470924528cf658731864c14b"},
-    {file = "grpcio-1.62.2-cp39-cp39-win32.whl", hash = "sha256:c6ad9c39704256ed91a1cffc1379d63f7d0278d6a0bad06b0330f5d30291e3a3"},
-    {file = "grpcio-1.62.2-cp39-cp39-win_amd64.whl", hash = "sha256:16da954692fd61aa4941fbeda405a756cd96b97b5d95ca58a92547bba2c1624f"},
-    {file = "grpcio-1.62.2.tar.gz", hash = "sha256:c77618071d96b7a8be2c10701a98537823b9c65ba256c0b9067e0594cdbd954d"},
-]
-
-[package.extras]
-protobuf = ["grpcio-tools (>=1.62.2)"]
+    {file = "grpcio-1.63.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:2e93aca840c29d4ab5db93f94ed0a0ca899e241f2e8aec6334ab3575dc46125c"},
+    {file = "grpcio-1.63.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:91b73d3f1340fefa1e1716c8c1ec9930c676d6b10a3513ab6c26004cb02d8b3f"},
+    {file = "grpcio-1.63.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:b3afbd9d6827fa6f475a4f91db55e441113f6d3eb9b7ebb8fb806e5bb6d6bd0d"},
+    {file = "grpcio-1.63.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8f3f6883ce54a7a5f47db43289a0a4c776487912de1a0e2cc83fdaec9685cc9f"},
+    {file = "grpcio-1.63.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf8dae9cc0412cb86c8de5a8f3be395c5119a370f3ce2e69c8b7d46bb9872c8d"},
+    {file = "grpcio-1.63.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:08e1559fd3b3b4468486b26b0af64a3904a8dbc78d8d936af9c1cf9636eb3e8b"},
+    {file = "grpcio-1.63.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:5c039ef01516039fa39da8a8a43a95b64e288f79f42a17e6c2904a02a319b357"},
+    {file = "grpcio-1.63.0-cp310-cp310-win32.whl", hash = "sha256:ad2ac8903b2eae071055a927ef74121ed52d69468e91d9bcbd028bd0e554be6d"},
+    {file = "grpcio-1.63.0-cp310-cp310-win_amd64.whl", hash = "sha256:b2e44f59316716532a993ca2966636df6fbe7be4ab6f099de6815570ebe4383a"},
+    {file = "grpcio-1.63.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:f28f8b2db7b86c77916829d64ab21ff49a9d8289ea1564a2b2a3a8ed9ffcccd3"},
+    {file = "grpcio-1.63.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:65bf975639a1f93bee63ca60d2e4951f1b543f498d581869922910a476ead2f5"},
+    {file = "grpcio-1.63.0-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:b5194775fec7dc3dbd6a935102bb156cd2c35efe1685b0a46c67b927c74f0cfb"},
+    {file = "grpcio-1.63.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e4cbb2100ee46d024c45920d16e888ee5d3cf47c66e316210bc236d5bebc42b3"},
+    {file = "grpcio-1.63.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ff737cf29b5b801619f10e59b581869e32f400159e8b12d7a97e7e3bdeee6a2"},
+    {file = "grpcio-1.63.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:cd1e68776262dd44dedd7381b1a0ad09d9930ffb405f737d64f505eb7f77d6c7"},
+    {file = "grpcio-1.63.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:93f45f27f516548e23e4ec3fbab21b060416007dbe768a111fc4611464cc773f"},
+    {file = "grpcio-1.63.0-cp311-cp311-win32.whl", hash = "sha256:878b1d88d0137df60e6b09b74cdb73db123f9579232c8456f53e9abc4f62eb3c"},
+    {file = "grpcio-1.63.0-cp311-cp311-win_amd64.whl", hash = "sha256:756fed02dacd24e8f488f295a913f250b56b98fb793f41d5b2de6c44fb762434"},
+    {file = "grpcio-1.63.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:93a46794cc96c3a674cdfb59ef9ce84d46185fe9421baf2268ccb556f8f81f57"},
+    {file = "grpcio-1.63.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:a7b19dfc74d0be7032ca1eda0ed545e582ee46cd65c162f9e9fc6b26ef827dc6"},
+    {file = "grpcio-1.63.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:8064d986d3a64ba21e498b9a376cbc5d6ab2e8ab0e288d39f266f0fca169b90d"},
+    {file = "grpcio-1.63.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:219bb1848cd2c90348c79ed0a6b0ea51866bc7e72fa6e205e459fedab5770172"},
+    {file = "grpcio-1.63.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2d60cd1d58817bc5985fae6168d8b5655c4981d448d0f5b6194bbcc038090d2"},
+    {file = "grpcio-1.63.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:9e350cb096e5c67832e9b6e018cf8a0d2a53b2a958f6251615173165269a91b0"},
+    {file = "grpcio-1.63.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:56cdf96ff82e3cc90dbe8bac260352993f23e8e256e063c327b6cf9c88daf7a9"},
+    {file = "grpcio-1.63.0-cp312-cp312-win32.whl", hash = "sha256:3a6d1f9ea965e750db7b4ee6f9fdef5fdf135abe8a249e75d84b0a3e0c668a1b"},
+    {file = "grpcio-1.63.0-cp312-cp312-win_amd64.whl", hash = "sha256:d2497769895bb03efe3187fb1888fc20e98a5f18b3d14b606167dacda5789434"},
+    {file = "grpcio-1.63.0-cp38-cp38-linux_armv7l.whl", hash = "sha256:fdf348ae69c6ff484402cfdb14e18c1b0054ac2420079d575c53a60b9b2853ae"},
+    {file = "grpcio-1.63.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:a3abfe0b0f6798dedd2e9e92e881d9acd0fdb62ae27dcbbfa7654a57e24060c0"},
+    {file = "grpcio-1.63.0-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:6ef0ad92873672a2a3767cb827b64741c363ebaa27e7f21659e4e31f4d750280"},
+    {file = "grpcio-1.63.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b416252ac5588d9dfb8a30a191451adbf534e9ce5f56bb02cd193f12d8845b7f"},
+    {file = "grpcio-1.63.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e3b77eaefc74d7eb861d3ffbdf91b50a1bb1639514ebe764c47773b833fa2d91"},
+    {file = "grpcio-1.63.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:b005292369d9c1f80bf70c1db1c17c6c342da7576f1c689e8eee4fb0c256af85"},
+    {file = "grpcio-1.63.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:cdcda1156dcc41e042d1e899ba1f5c2e9f3cd7625b3d6ebfa619806a4c1aadda"},
+    {file = "grpcio-1.63.0-cp38-cp38-win32.whl", hash = "sha256:01799e8649f9e94ba7db1aeb3452188048b0019dc37696b0f5ce212c87c560c3"},
+    {file = "grpcio-1.63.0-cp38-cp38-win_amd64.whl", hash = "sha256:6a1a3642d76f887aa4009d92f71eb37809abceb3b7b5a1eec9c554a246f20e3a"},
+    {file = "grpcio-1.63.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:75f701ff645858a2b16bc8c9fc68af215a8bb2d5a9b647448129de6e85d52bce"},
+    {file = "grpcio-1.63.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:cacdef0348a08e475a721967f48206a2254a1b26ee7637638d9e081761a5ba86"},
+    {file = "grpcio-1.63.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:0697563d1d84d6985e40ec5ec596ff41b52abb3fd91ec240e8cb44a63b895094"},
+    {file = "grpcio-1.63.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6426e1fb92d006e47476d42b8f240c1d916a6d4423c5258ccc5b105e43438f61"},
+    {file = "grpcio-1.63.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e48cee31bc5f5a31fb2f3b573764bd563aaa5472342860edcc7039525b53e46a"},
+    {file = "grpcio-1.63.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:50344663068041b34a992c19c600236e7abb42d6ec32567916b87b4c8b8833b3"},
+    {file = "grpcio-1.63.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:259e11932230d70ef24a21b9fb5bb947eb4703f57865a404054400ee92f42f5d"},
+    {file = "grpcio-1.63.0-cp39-cp39-win32.whl", hash = "sha256:a44624aad77bf8ca198c55af811fd28f2b3eaf0a50ec5b57b06c034416ef2d0a"},
+    {file = "grpcio-1.63.0-cp39-cp39-win_amd64.whl", hash = "sha256:166e5c460e5d7d4656ff9e63b13e1f6029b122104c1633d5f37eaea348d7356d"},
+    {file = "grpcio-1.63.0.tar.gz", hash = "sha256:f3023e14805c61bc439fb40ca545ac3d5740ce66120a678a3c6c2c55b70343d1"},
+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.63.0)"]
 
 [[package]]
 name = "guardrails-api-client"
@@ -2005,6 +1967,20 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "intel-openmp"
+version = "2021.4.0"
+description = "Intel OpenMP* Runtime Library"
+optional = true
+python-versions = "*"
+files = [
+    {file = "intel_openmp-2021.4.0-py2.py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.whl", hash = "sha256:41c01e266a7fdb631a7609191709322da2bbf24b252ba763f125dd651bcc7675"},
+    {file = "intel_openmp-2021.4.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:3b921236a38384e2016f0f3d65af6732cf2c12918087128a9163225451e776f2"},
+    {file = "intel_openmp-2021.4.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:e2240ab8d01472fed04f3544a878cda5da16c26232b7ea1b59132dbfb48b186e"},
+    {file = "intel_openmp-2021.4.0-py2.py3-none-win32.whl", hash = "sha256:6e863d8fd3d7e8ef389d52cf97a50fe2afe1a19247e8c0d168ce021546f96fc9"},
+    {file = "intel_openmp-2021.4.0-py2.py3-none-win_amd64.whl", hash = "sha256:eef4c8bcc8acefd7f5cd3b9384dbf73d59e2c99fc56545712ded913f43c4a94f"},
+]
+
 [[package]]
 name = "ipykernel"
 version = "6.29.4"
@@ -2219,13 +2195,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.4.0"
+version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "joblib-1.4.0-py3-none-any.whl", hash = "sha256:42942470d4062537be4d54c83511186da1fc14ba354961a2114da91efa9a4ed7"},
-    {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"},
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
 [[package]]
@@ -2295,13 +2271,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
 ]
 
 [package.dependencies]
@@ -2524,13 +2500,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.6"
+version = "4.2.0"
 description = "JupyterLab computational environment"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.1.6-py3-none-any.whl", hash = "sha256:cf3e862bc10dbf4331e4eb37438634f813c238cfc62c71c640b3b3b2caa089a8"},
-    {file = "jupyterlab-4.1.6.tar.gz", hash = "sha256:7935f36ba26eb615183a4f5c2bbca5791b5108ce2a00b5505f8cfd100d53648e"},
+    {file = "jupyterlab-4.2.0-py3-none-any.whl", hash = "sha256:0dfe9278e25a145362289c555d9beb505697d269c10e99909766af7c440ad3cc"},
+    {file = "jupyterlab-4.2.0.tar.gz", hash = "sha256:356e9205a6a2ab689c47c8fe4919dba6c076e376d03f26baadc05748c2435dd5"},
 ]
 
 [package.dependencies]
@@ -2543,7 +2519,7 @@ jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
 jupyter-server = ">=2.4.0,<3"
-jupyterlab-server = ">=2.19.0,<3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
 tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
@@ -2551,11 +2527,11 @@ tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.2.0)"]
+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
-docs-screenshots = ["altair (==5.2.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.1)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post6)", "matplotlib (==3.8.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.0)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
+docs-screenshots = ["altair (==5.3.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.2)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.1.post2)", "matplotlib (==3.8.3)", "nbconvert (>=7.0.0)", "pandas (==2.2.1)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
-upgrade-extension = ["copier (>=8.0,<9.0)", "jinja2-time (<0.3)", "pydantic (<2.0)", "pyyaml-include (<2.0)", "tomli-w (<2.0)"]
+upgrade-extension = ["copier (>=8,<10)", "jinja2-time (<0.3)", "pydantic (<2.0)", "pyyaml-include (<2.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -2570,13 +2546,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.27.0"
+version = "2.27.1"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.27.0-py3-none-any.whl", hash = "sha256:1dbf26210c2426bca6164c0df57da85ec711aeeed4480dee1cf66501f06292c3"},
-    {file = "jupyterlab_server-2.27.0.tar.gz", hash = "sha256:b03382075545981dd0ab7a9e4ffff74b6ed2b424c92e32fcc1c0bd65dafcb56d"},
+    {file = "jupyterlab_server-2.27.1-py3-none-any.whl", hash = "sha256:f5e26156e5258b24d532c84e7c74cc212e203bff93eb856f81c24c16daeecc75"},
+    {file = "jupyterlab_server-2.27.1.tar.gz", hash = "sha256:097b5ac709b676c7284ac9c5e373f11930a561f52cd5a86e4fc7e5a9c8a8631d"},
 ]
 
 [package.dependencies]
@@ -2607,13 +2583,13 @@ files = [
 
 [[package]]
 name = "jupytext"
-version = "1.16.1"
+version = "1.16.2"
 description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupytext-1.16.1-py3-none-any.whl", hash = "sha256:796ec4f68ada663569e5d38d4ef03738a01284bfe21c943c485bc36433898bd0"},
-    {file = "jupytext-1.16.1.tar.gz", hash = "sha256:68c7b68685e870e80e60fda8286fbd6269e9c74dc1df4316df6fe46eabc94c99"},
+    {file = "jupytext-1.16.2-py3-none-any.whl", hash = "sha256:197a43fef31dca612b68b311e01b8abd54441c7e637810b16b6cb8f2ab66065e"},
+    {file = "jupytext-1.16.2.tar.gz", hash = "sha256:8627dd9becbbebd79cc4a4ed4727d89d78e606b4b464eab72357b3b029023a14"},
 ]
 
 [package.dependencies]
@@ -2622,16 +2598,16 @@ mdit-py-plugins = "*"
 nbformat = "*"
 packaging = "*"
 pyyaml = "*"
-toml = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["jupytext[test-cov,test-external]"]
+dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
 docs = ["myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-randomly", "pytest-xdist"]
-test-cov = ["jupytext[test-integration]", "pytest-cov (>=2.6.1)"]
-test-external = ["autopep8", "black", "flake8", "gitpython", "isort", "jupyter-fs (<0.4.0)", "jupytext[test-integration]", "pre-commit", "sphinx-gallery (<0.8)"]
-test-functional = ["jupytext[test]"]
-test-integration = ["ipykernel", "jupyter-server (!=2.11)", "jupytext[test-functional]", "nbconvert"]
+test-cov = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist"]
+test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (<0.4.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+test-functional = ["pytest", "pytest-randomly", "pytest-xdist"]
+test-integration = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-randomly", "pytest-xdist"]
 test-ui = ["calysto-bash"]
 
 [[package]]
@@ -2649,13 +2625,13 @@ cryptography = ">=3.1,<3.4.0 || >3.4.0"
 
 [[package]]
 name = "keyring"
-version = "25.1.0"
+version = "25.2.1"
 description = "Store and access your passwords safely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "keyring-25.1.0-py3-none-any.whl", hash = "sha256:26fc12e6a329d61d24aa47b22a7c5c3f35753df7d8f2860973cf94f4e1fb3427"},
-    {file = "keyring-25.1.0.tar.gz", hash = "sha256:7230ea690525133f6ad536a9b5def74a4bd52642abe594761028fc044d7c7893"},
+    {file = "keyring-25.2.1-py3-none-any.whl", hash = "sha256:2458681cdefc0dbc0b7eb6cf75d0b98e59f9ad9b2d4edd319d18f68bdca95e50"},
+    {file = "keyring-25.2.1.tar.gz", hash = "sha256:daaffd42dbda25ddafb1ad5fec4024e5bbcfe424597ca1ca452b299861e49f1b"},
 ]
 
 [package.dependencies]
@@ -2671,17 +2647,17 @@ SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 [package.extras]
 completion = ["shtab (>=1.1.0)"]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+testing = ["pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "langchain-core"
-version = "0.1.45"
+version = "0.1.52"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.1.45-py3-none-any.whl", hash = "sha256:91eff20de0bcf5f025e1d8c4582cb597a9c17527965eb03b314486e7c834e7df"},
-    {file = "langchain_core-0.1.45.tar.gz", hash = "sha256:526532c1af279a9e2debe7a4e143ba6e980cf90b5ab2e0991c2230ee04c693e2"},
+    {file = "langchain_core-0.1.52-py3-none-any.whl", hash = "sha256:62566749c92e8a1181c255c788548dc16dbc319d896cd6b9c95dc17af9b2a6db"},
+    {file = "langchain_core-0.1.52.tar.gz", hash = "sha256:084c3fc452f5a6966c28ab3ec5dbc8b8d26fc3f63378073928f4e29d90b6393f"},
 ]
 
 [package.dependencies]
@@ -2697,27 +2673,31 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
 [[package]]
 name = "langcodes"
-version = "3.3.0"
+version = "3.4.0"
 description = "Tools for labeling human languages with IETF language tags"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "langcodes-3.3.0-py3-none-any.whl", hash = "sha256:4d89fc9acb6e9c8fdef70bcdf376113a3db09b67285d9e1d534de6d8818e7e69"},
-    {file = "langcodes-3.3.0.tar.gz", hash = "sha256:794d07d5a28781231ac335a1561b8442f8648ca07cd518310aeb45d6f0807ef6"},
+    {file = "langcodes-3.4.0-py3-none-any.whl", hash = "sha256:10a4cc078b8e8937d8485d3352312a0a89a3125190db9f2bb2074250eef654e9"},
+    {file = "langcodes-3.4.0.tar.gz", hash = "sha256:ae5a77d1a01d0d1e91854a671890892b7ce9abb601ab7327fc5c874f899e1979"},
 ]
 
+[package.dependencies]
+language-data = ">=1.2"
+
 [package.extras]
-data = ["language-data (>=1.1,<2.0)"]
+build = ["build", "twine"]
+test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.49"
+version = "0.1.59"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.49-py3-none-any.whl", hash = "sha256:cf0db7474c0dfb22015c22bf97f62e850898c3c6af9564dd111c2df225acc1c8"},
-    {file = "langsmith-0.1.49.tar.gz", hash = "sha256:5aee8537763f9d62b3368d79d7bfef881e2bfaa28639011d8d7328770cbd6419"},
+    {file = "langsmith-0.1.59-py3-none-any.whl", hash = "sha256:445e3bc1d3baa1e5340cd979907a19483b9763a2ed37b863a01113d406f69345"},
+    {file = "langsmith-0.1.59.tar.gz", hash = "sha256:e748a89f4dd6aa441349143e49e546c03b5dfb43376a25bfef6a5ca792fe1437"},
 ]
 
 [package.dependencies]
@@ -2725,6 +2705,24 @@ orjson = ">=3.9.14,<4.0.0"
 pydantic = ">=1,<3"
 requests = ">=2,<3"
 
+[[package]]
+name = "language-data"
+version = "1.2.0"
+description = "Supplementary data about languages used by the langcodes module"
+optional = true
+python-versions = "*"
+files = [
+    {file = "language_data-1.2.0-py3-none-any.whl", hash = "sha256:77d5cab917f91ee0b2f1aa7018443e911cf8985ef734ca2ba3940770f6a3816b"},
+    {file = "language_data-1.2.0.tar.gz", hash = "sha256:82a86050bbd677bfde87d97885b17566cfe75dad3ac4f5ce44b52c28f752e773"},
+]
+
+[package.dependencies]
+marisa-trie = ">=0.7.7"
+
+[package.extras]
+build = ["build", "twine"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "lightning-utilities"
 version = "0.11.2"
@@ -2748,13 +2746,13 @@ typing = ["mypy (>=1.0.0)", "types-setuptools"]
 
 [[package]]
 name = "litellm"
-version = "1.35.19"
+version = "1.37.14"
 description = "Library to easily interface with LLM API providers"
 optional = true
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
-    {file = "litellm-1.35.19-py3-none-any.whl", hash = "sha256:e966b1ac032634af185dc78c3d2cd56456eda5ca04fccbfc51bab206575bbaf0"},
-    {file = "litellm-1.35.19.tar.gz", hash = "sha256:8c76ec35e58ac2b4448170bcabf6fd35891494cf19afc4a4e0f9c86993a391bb"},
+    {file = "litellm-1.37.14-py3-none-any.whl", hash = "sha256:2d7bc10d6ba73e8bed8c264717d07ba9dbe3bae1d8dca9b6f7e7a0ea71d5a802"},
+    {file = "litellm-1.37.14.tar.gz", hash = "sha256:0d0d4596070d3cd98e1b5b533ed9a707a885be690ba6aeae90066b36753a53d6"},
 ]
 
 [package.dependencies]
@@ -2770,7 +2768,7 @@ tokenizers = "*"
 
 [package.extras]
 extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"]
-proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.109.1,<0.110.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=21.2.0,<22.0.0)", "orjson (>=3.9.7,<4.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
+proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
 
 [[package]]
 name = "lxml"
@@ -2809,7 +2807,6 @@ files = [
     {file = "lxml-4.9.4-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:e8f9f93a23634cfafbad6e46ad7d09e0f4a25a2400e4a64b1b7b7c0fbaa06d9d"},
     {file = "lxml-4.9.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3f3f00a9061605725df1816f5713d10cd94636347ed651abdbc75828df302b20"},
     {file = "lxml-4.9.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:953dd5481bd6252bd480d6ec431f61d7d87fdcbbb71b0d2bdcfc6ae00bb6fb10"},
-    {file = "lxml-4.9.4-cp312-cp312-win32.whl", hash = "sha256:266f655d1baff9c47b52f529b5f6bec33f66042f65f7c56adde3fcf2ed62ae8b"},
     {file = "lxml-4.9.4-cp312-cp312-win_amd64.whl", hash = "sha256:f1faee2a831fe249e1bae9cbc68d3cd8a30f7e37851deee4d7962b17c410dd56"},
     {file = "lxml-4.9.4-cp35-cp35m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:23d891e5bdc12e2e506e7d225d6aa929e0a0368c9916c1fddefab88166e98b20"},
     {file = "lxml-4.9.4-cp35-cp35m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:e96a1788f24d03e8d61679f9881a883ecdf9c445a38f9ae3f3f193ab6c591c66"},
@@ -2924,6 +2921,109 @@ dev = ["autopep8 (>=1.6.0)", "black (>=22.3.0)", "docformatter (>=1.4)", "flake8
 diffusers = ["pillow (>=9.0.0)"]
 gcp = ["cloud-sql-python-connector[pg8000] (>=1.0.0)", "pg8000", "sqlalchemy"]
 
+[[package]]
+name = "marisa-trie"
+version = "1.1.1"
+description = "Static memory-efficient and fast Trie-like structures for Python."
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "marisa_trie-1.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:68e48a547b9a1fd64c648684cd375402ba521c2c4a724756a944ef4b88c3047c"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:615d7de907919bda16e9cafc1fa74942354273c299bf07e3c0adb2420d6fad48"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d587001ef30960eba6d4c9b1f6b03037480c1e4b277b305b5a2957a5eebe4f09"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:11765ee9c2ad162bc7f8ab9cf383a21349673034bfac9bf00d6b06e44d70a4c9"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2d5abc72a7267de6a4e3aa7463e780ddfaac442ef3a385f9e1c60e7f32c0cc34"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c70f85ab67754e2f28af6cb1f1db826b5ec735beca2fa021a79c14f9afbc6167"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d5c3a3d12f9c1a4312562b03ccbbd29d0aa28bda999c4f7fa7763f011c9d3a11"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:73eec66265424a548119648a6f38b119a525a767a86dc397e001bfe70f518b91"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:93c7129f410f9f3215d01ae7737cfc9afa528264c53ba8ee9859a29f164069e0"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-win32.whl", hash = "sha256:fe5b7ed1768409933d4457b8bf8d2b2b1af77b7333a27bd418ea0510289d4763"},
+    {file = "marisa_trie-1.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:9c5baad750994681ebb8a92bd577a9be31de6e6f9cd391156bf595b91f719db2"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:bfc1a6b60bccee0f8b2edba893b9ad339e7607aee728f3bc4f75ba7d28185c7d"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d45329585ad3e068b7878ba929032987c6a53f85a40bd859b9a1a16324236dd6"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bd028e97d418f092e18d451a0a42bffaa849457662d66747a03332dfff6c39d9"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37d423cb3a9fe4270ee2ad083d1bb62d6c4cc333dcb1197b024ee1ae7c5d6535"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7cbcf88ddab9890a4942b52fff6c09d8b8aea59f4861b5d37e112a16a4218461"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4268b12a279c90450b39e062068ff4c878a6b9750d6ab52ade8285b1594b5d10"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:bbfbbff3e94b3a0be44e010b093af1ce0e29c7ed081d2a020496e863333f5c11"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:5ecc678f562dd0cfe2406f0d5447e8200691509149c979334c2d0c26420d28ac"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1039316fc5899eee25df9302d81380e0be9a7fa0c10231322187b6d932b55a4a"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-win32.whl", hash = "sha256:67fa17083d5fb6d883c91ae512f9aab093a8a73ed77eae07e963014774909e81"},
+    {file = "marisa_trie-1.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:c3140312ecb40456490d2afe24594bfc62a5a18de5344672ce6526e4c6e79e0e"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:98270ed60d0906a185dca185a9ce92fb97fbb68878a6cd76bd61994725727402"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3ff16e08924f0c342a37b1b1762d8d1394c4cc3b29724e124af54edecbdbd820"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:e2f867376a302d4770817f8caf1b1f22ac32a2a8a49629343391640054f8f7ab"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a2ae28c5ad4abc1e638db5b39c454a03b25e966836cb3b7edbf398b34393d5ed"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:597077e4687d1ab2df13a6d46e33a09e6edcb985566717fe52bcb262f592754b"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:29414a4b49905c67b48c662f39894d7594be6e3a58b15d3e7eee3588188d5591"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:52414fd15573475c8f79f90c3b7bbc37723e54f9671ba7d0e491887bcdeac7e7"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:5aa364e4ccda1af55784b6dd318954924870792f9fd336b941d9b2fd8a4311e0"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:86427594ee1024d092a1482c33ed857b74d55418a4385495e1e2c60de8ca7572"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-win32.whl", hash = "sha256:dea2583084f7d5e095676afc1cc6d342862911cd496095b636ef14ac74f14aa3"},
+    {file = "marisa_trie-1.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:8a2af61b5c3d9151b9320020499c3609651e24dd0c6178ec8f4826c78dbd5f42"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5be36ef0f5649e47f53302dc5317445c2764870d6a0ab5317a79381ff5ddf2bb"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:298a496ac0a7d06710e1ecc4df1f22b7384ca1a46d5295eb7b4445bbd15adb92"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:883ec31db8ec790a3ce6f39988a983b2c2b49ab018ec0d5bad4a248c8171f90d"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f839cddd130d1073a151eb13d709b4449eb4eb2a29c0f38b8e1436fd57eb4a4b"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:235a14f65fc453e6ffe1f4287d7eda832b6870f925adf9bf72a402b0417d2711"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:a707aa9d0ad8fb2fcc074129652903801e5295e53c94d46fb66f46fe38ad8b19"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:3fc5ba277a586a3fd97c56076d9bd84339ef8cef08f28527b2384d72f28df853"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-win32.whl", hash = "sha256:6c5519ff75e6001a62404b087774b517d669122b9b8b8ecf622f21e6d990700a"},
+    {file = "marisa_trie-1.1.1-cp37-cp37m-win_amd64.whl", hash = "sha256:f9cc48c12556610d814e4b162123eee43a6048f032d3957554e664feb2f77504"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:73d7ae84293ea6986c168b0cf0d29cd3abf16cfef7375c33d423816ca0eebe48"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5f410c0c28ec0d411d75f56327de35df15656bdc308648312c983a15ee84023b"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b406bab536dde70b36a8e3e60d0b2f224b280281988d6b0a0c24e47bd71b2c18"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:27567a8e8950ced08aa3c74da2ceeff1f433114064df15e9ed1ec981f30970af"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:02578f4c709232caeb3bf404bfd6b1c49936db8899790dfe5cd21e1a72df18bb"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a3edbb4373f20a5d62e33d8aad9d7f7ad40c2ccf8e41d0e2534f28c9a73d5613"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:86184796d384183da5e0068e6fb96b060fb437efc60ba264b125350e8c7f498c"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:9992a5f0c90dfc21664d218cf016acc6d9ebeb2f97c57bb4aa4d063dcb2253b8"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:dad3167eb1c8259afb183c3dddee070bc39c68857490ed61c5c90186ec380ab0"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-win32.whl", hash = "sha256:c0a0ae5d8b6c39f53f3711b8bcdda0fe559f52c1789438b8399ea8a81b399dff"},
+    {file = "marisa_trie-1.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:a127e3eebfb638799cf35a8504174462cf45395825f1ae9d45a5c434490b1bcd"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:76d7fd725dd7d7621f4202306ddb3f7a90ff3d1c511de9ea2c7ffa540169a7ca"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4241322c9022ad0f01e6049994c4eb95f35d8f64d2d7ab55f653d9e8bf51ba0f"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8780b5a43a0cc861cafd78b9b2a9849648bb86d3cabe5e95d80350986ad7e801"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4261285399b27c36a7ff0eb13e4eebaab8dd814a9512b3cd1191552c0af799f8"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f451948bfbdc9627318e3210683f7b8d4533d3174d7706ee94b6008c39e80753"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:53d4ef171c77d4f0fd6278a0f1dab58562faa12cac3c5c9cc4cac4ba7e378f17"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:aacb972faffbc208ed7f52ed50dd6710f38175d3673861405e0e82fa12d57269"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:e5603cb20eeded143c5ff035978591b71bc0bc2c6cd9c2e6dfdaacdaab76907c"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:405ece63330b113040ed5b2371ff6e026d53c9c706ca9c58baf57f322e192895"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-win32.whl", hash = "sha256:b7a853063785e382d86eadea57363a0e2f04520d6ef948be88181df9e9ee5c0d"},
+    {file = "marisa_trie-1.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:b44bd2bfc4bf080421a9ebac5f12434b36494effaa0ca8593a3df4e77cc6620e"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5dba7a60d6d340fd498f2a967c0a4c3aa7c4cab6ca7655cde0289cdc7bf3f747"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:ad624e95f46d8fc6f82af2d372ad55ef218babc323aa14338df843d907d040cc"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ccf3ae61a63dec06f3cfb8521fd9c8e6391761d47a4df0164954690b7cc3fab"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:493956e76e2c6276d1e804ee723b23eaba30beca43fc0ddf3a093abc178af3f4"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5207026332ed08957a3bc1391eb9c8861a1882e1517887ef423cfd3afc30e947"},
+    {file = "marisa_trie-1.1.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:bae9ff4146b84ef0d51e0940e310d034d1e6a6ce1879a03a891c541dce8b26f9"},
+    {file = "marisa_trie-1.1.1-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:059a7b7cc0c7796c068e6ab07e522791c7addf3697616b2bcb73ed1d42a761aa"},
+    {file = "marisa_trie-1.1.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e69ba62cbb74d2824cd49be9c2f592b306e5107d5005f0bb3b4d62c9b6ae7246"},
+    {file = "marisa_trie-1.1.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26232fe4442f89643b4206ded1be486a12fcf731d55c5e42ff86e2f2ba5e949a"},
+    {file = "marisa_trie-1.1.1-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3fa3bd1d32faf6afdb877a1e1f65e33873d88d158a16f9e00830901519d428ca"},
+    {file = "marisa_trie-1.1.1-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:a7e48ba7748c2090b58f911ea995b94ff590781e81d0a2e0fc8b583af4d26710"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:52f0d96d738831c81127377920e86fc8cb14638df1ea8f37ea392b545f9f984c"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:511e5d23070c166427de24742771a6040eb5c787c51145dddcc7af4106ec8b08"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec39c09c0bf850f01b15bbd18214a89b9730001fd1483de873f6b7dc73fb2316"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cfe6454eb6d2a9b2bb5583b433048670f85f264e613d1f885251ce68070adad8"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5661d8974b4128a847deb282dbe040e5eed5b91c56ed9d207623ea4db24abc5"},
+    {file = "marisa_trie-1.1.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:08aed31f8164c7ec8ba6a449e6a18f4052bafe9dcaa2dcfd0e25fee9ddd94e36"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:18a1440b01d87566a5c2bddd6a575180a3526ec9da5f7aa55769213153737d19"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7cc903512d5d7cf3a30624dde8adc5ba4312732c931746f18641e0a5762646b3"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c7785c04373d8d2844f6636d73c08384a587c098093a04166177fa45494d912"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0196e3a9ed3bfce20e32ff7d9ff1c929d0ceb8c380ae0f227e11ab819e70dc2c"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2601b320268a87a4a7accaf7c2e8fc99c568e13316903d2010eb09e0ff16b6a9"},
+    {file = "marisa_trie-1.1.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cd285b97204046e5c5018fa03752d243c6423df023963b52de39d4e90bb3024a"},
+    {file = "marisa_trie-1.1.1.tar.gz", hash = "sha256:363f1be2314b1f9e26b5a3de45b59fd9a0a3289bf157be61bbed770643a46f1a"},
+]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+test = ["hypothesis", "pytest", "readme-renderer"]
+
 [[package]]
 name = "markdown"
 version = "3.6"
@@ -3051,13 +3151,13 @@ traitlets = "*"
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.4.0"
+version = "0.4.1"
 description = "Collection of plugins for markdown-it-py"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mdit_py_plugins-0.4.0-py3-none-any.whl", hash = "sha256:b51b3bb70691f57f974e257e367107857a93b36f322a9e6d44ca5bf28ec2def9"},
-    {file = "mdit_py_plugins-0.4.0.tar.gz", hash = "sha256:d8ab27e9aed6c38aa716819fedfde15ca275715955f8a185a8e1cf90fb1d2c1b"},
+    {file = "mdit_py_plugins-0.4.1-py3-none-any.whl", hash = "sha256:1020dfe4e6bfc2c79fb49ae4e3f5b297f5ccd20f010187acc52af2921e27dc6a"},
+    {file = "mdit_py_plugins-0.4.1.tar.gz", hash = "sha256:834b8ac23d1cd60cec703646ffd22ae97b7955a6d596eb1d304be1e251ae499c"},
 ]
 
 [package.dependencies]
@@ -3103,34 +3203,34 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.6.0"
 description = "Project documentation with Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
-    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
+    {file = "mkdocs-1.6.0-py3-none-any.whl", hash = "sha256:1eb5cb7676b7d89323e62b56235010216319217d4af5ddc543a91beb8d125ea7"},
+    {file = "mkdocs-1.6.0.tar.gz", hash = "sha256:a73f735824ef83a4f3bcb7a231dcab23f5a838f88b7efc54a0eef5fbdbc3c512"},
 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1"
+markdown = ">=3.3.6"
 markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
 pathspec = ">=0.11.1"
-platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
@@ -3148,6 +3248,23 @@ Markdown = ">=3.3"
 markupsafe = ">=2.0.1"
 mkdocs = ">=1.1"
 
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
+    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
+
 [[package]]
 name = "mkdocs-glightbox"
 version = "0.3.7"
@@ -3179,13 +3296,13 @@ pygments = ">2.12.0"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.18"
+version = "9.5.23"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.18-py3-none-any.whl", hash = "sha256:1e0e27fc9fe239f9064318acf548771a4629d5fd5dfd45444fd80a953fe21eb4"},
-    {file = "mkdocs_material-9.5.18.tar.gz", hash = "sha256:a43f470947053fa2405c33995f282d24992c752a50114f23f30da9d8d0c57e62"},
+    {file = "mkdocs_material-9.5.23-py3-none-any.whl", hash = "sha256:ffd08a5beaef3cd135aceb58ded8b98bbbbf2b70e5b656f6a14a63c917d9b001"},
+    {file = "mkdocs_material-9.5.23.tar.gz", hash = "sha256:4627fc3f15de2cba2bde9debc2fd59b9888ef494beabfe67eb352e23d14bf288"},
 ]
 
 [package.dependencies]
@@ -3193,7 +3310,7 @@ babel = ">=2.10,<3.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
-mkdocs = ">=1.5.3,<1.6.0"
+mkdocs = ">=1.6,<2.0"
 mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
@@ -3259,6 +3376,24 @@ files = [
 griffe = ">=0.35"
 mkdocstrings = ">=0.20"
 
+[[package]]
+name = "mkl"
+version = "2021.4.0"
+description = "Intel® oneAPI Math Kernel Library"
+optional = true
+python-versions = "*"
+files = [
+    {file = "mkl-2021.4.0-py2.py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.whl", hash = "sha256:67460f5cd7e30e405b54d70d1ed3ca78118370b65f7327d495e9c8847705e2fb"},
+    {file = "mkl-2021.4.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:636d07d90e68ccc9630c654d47ce9fdeb036bb46e2b193b3a9ac8cfea683cce5"},
+    {file = "mkl-2021.4.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:398dbf2b0d12acaf54117a5210e8f191827f373d362d796091d161f610c1ebfb"},
+    {file = "mkl-2021.4.0-py2.py3-none-win32.whl", hash = "sha256:439c640b269a5668134e3dcbcea4350459c4a8bc46469669b2d67e07e3d330e8"},
+    {file = "mkl-2021.4.0-py2.py3-none-win_amd64.whl", hash = "sha256:ceef3cafce4c009dd25f65d7ad0d833a0fbadc3d8903991ec92351fe5de1e718"},
+]
+
+[package.dependencies]
+intel-openmp = "==2021.*"
+tbb = "==2021.*"
+
 [[package]]
 name = "mknotebooks"
 version = "0.8.0"
@@ -3480,13 +3615,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.16.3"
+version = "7.16.4"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.16.3-py3-none-any.whl", hash = "sha256:ddeff14beeeedf3dd0bc506623e41e4507e551736de59df69a91f86700292b3b"},
-    {file = "nbconvert-7.16.3.tar.gz", hash = "sha256:a6733b78ce3d47c3f85e504998495b07e6ea9cf9bf6ec1c98dda63ec6ad19142"},
+    {file = "nbconvert-7.16.4-py3-none-any.whl", hash = "sha256:05873c620fe520b6322bf8a5ad562692343fe3452abda5765c7a34b7d1aa3eb3"},
+    {file = "nbconvert-7.16.4.tar.gz", hash = "sha256:86ca91ba266b0a448dc96fa6c5b9d98affabde2867b363258703536807f9f7f4"},
 ]
 
 [package.dependencies]
@@ -3508,9 +3643,9 @@ tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
 test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
@@ -3676,26 +3811,26 @@ setuptools = "*"
 
 [[package]]
 name = "notebook"
-version = "7.1.3"
+version = "7.2.0"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "notebook-7.1.3-py3-none-any.whl", hash = "sha256:919b911e59f41f6e3857ce93c9d93535ba66bb090059712770e5968c07e1004d"},
-    {file = "notebook-7.1.3.tar.gz", hash = "sha256:41fcebff44cf7bb9377180808bcbae066629b55d8c7722f1ebbe75ca44f9cfc1"},
+    {file = "notebook-7.2.0-py3-none-any.whl", hash = "sha256:b4752d7407d6c8872fc505df0f00d3cae46e8efb033b822adacbaa3f1f3ce8f5"},
+    {file = "notebook-7.2.0.tar.gz", hash = "sha256:34a2ba4b08ad5d19ec930db7484fb79746a1784be9e1a5f8218f9af8656a141f"},
 ]
 
 [package.dependencies]
 jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.1.1,<4.2"
-jupyterlab-server = ">=2.22.1,<3"
+jupyterlab = ">=4.2.0,<4.3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
 
 [package.extras]
 dev = ["hatch", "pre-commit"]
 docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.27.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -3917,12 +4052,13 @@ nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
 name = "nvidia-nccl-cu12"
-version = "2.19.3"
+version = "2.20.5"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = true
 python-versions = ">=3"
 files = [
-    {file = "nvidia_nccl_cu12-2.19.3-py3-none-manylinux1_x86_64.whl", hash = "sha256:a9734707a2c96443331c1e48c717024aa6678a0e2a4cb66b2c364d18cee6b48d"},
+    {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1fc150d5c3250b170b29410ba682384b14581db722b2531b0d8d33c595f33d01"},
+    {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:057f6bf9685f75215d0c53bf3ac4a10b3e6578351de307abad9e18a99182af56"},
 ]
 
 [[package]]
@@ -3949,13 +4085,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.23.2"
+version = "1.30.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.23.2-py3-none-any.whl", hash = "sha256:293a36effde29946eb221040c89c46a4850f2f2e30b37ef09ff6d75226d71b42"},
-    {file = "openai-1.23.2.tar.gz", hash = "sha256:b84aa3005357ceb38f22a269e0e22ee58ce103897f447032d021906f18178a8e"},
+    {file = "openai-1.30.1-py3-none-any.whl", hash = "sha256:c9fb3c3545c118bbce8deb824397b9433a66d0d0ede6a96f7009c95b76de4a46"},
+    {file = "openai-1.30.1.tar.gz", hash = "sha256:4f85190e577cba0b066e1950b8eb9b11d25bc7ebcc43a86b326ce1bfa564ec74"},
 ]
 
 [package.dependencies]
@@ -4091,62 +4227,57 @@ files = [
 
 [[package]]
 name = "orjson"
-version = "3.10.1"
+version = "3.10.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "orjson-3.10.1-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:8ec2fc456d53ea4a47768f622bb709be68acd455b0c6be57e91462259741c4f3"},
-    {file = "orjson-3.10.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2e900863691d327758be14e2a491931605bd0aded3a21beb6ce133889830b659"},
-    {file = "orjson-3.10.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ab6ecbd6fe57785ebc86ee49e183f37d45f91b46fc601380c67c5c5e9c0014a2"},
-    {file = "orjson-3.10.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8af7c68b01b876335cccfb4eee0beef2b5b6eae1945d46a09a7c24c9faac7a77"},
-    {file = "orjson-3.10.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:915abfb2e528677b488a06eba173e9d7706a20fdfe9cdb15890b74ef9791b85e"},
-    {file = "orjson-3.10.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fe3fd4a36eff9c63d25503b439531d21828da9def0059c4f472e3845a081aa0b"},
-    {file = "orjson-3.10.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d229564e72cfc062e6481a91977a5165c5a0fdce11ddc19ced8471847a67c517"},
-    {file = "orjson-3.10.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9e00495b18304173ac843b5c5fbea7b6f7968564d0d49bef06bfaeca4b656f4e"},
-    {file = "orjson-3.10.1-cp310-none-win32.whl", hash = "sha256:fd78ec55179545c108174ba19c1795ced548d6cac4d80d014163033c047ca4ea"},
-    {file = "orjson-3.10.1-cp310-none-win_amd64.whl", hash = "sha256:50ca42b40d5a442a9e22eece8cf42ba3d7cd4cd0f2f20184b4d7682894f05eec"},
-    {file = "orjson-3.10.1-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:b345a3d6953628df2f42502297f6c1e1b475cfbf6268013c94c5ac80e8abc04c"},
-    {file = "orjson-3.10.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:caa7395ef51af4190d2c70a364e2f42138e0e5fcb4bc08bc9b76997659b27dab"},
-    {file = "orjson-3.10.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b01d701decd75ae092e5f36f7b88a1e7a1d3bb7c9b9d7694de850fb155578d5a"},
-    {file = "orjson-3.10.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b5028981ba393f443d8fed9049211b979cadc9d0afecf162832f5a5b152c6297"},
-    {file = "orjson-3.10.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:31ff6a222ea362b87bf21ff619598a4dc1106aaafaea32b1c4876d692891ec27"},
-    {file = "orjson-3.10.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e852a83d7803d3406135fb7a57cf0c1e4a3e73bac80ec621bd32f01c653849c5"},
-    {file = "orjson-3.10.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:2567bc928ed3c3fcd90998009e8835de7c7dc59aabcf764b8374d36044864f3b"},
-    {file = "orjson-3.10.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4ce98cac60b7bb56457bdd2ed7f0d5d7f242d291fdc0ca566c83fa721b52e92d"},
-    {file = "orjson-3.10.1-cp311-none-win32.whl", hash = "sha256:813905e111318acb356bb8029014c77b4c647f8b03f314e7b475bd9ce6d1a8ce"},
-    {file = "orjson-3.10.1-cp311-none-win_amd64.whl", hash = "sha256:03a3ca0b3ed52bed1a869163a4284e8a7b0be6a0359d521e467cdef7e8e8a3ee"},
-    {file = "orjson-3.10.1-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:f02c06cee680b1b3a8727ec26c36f4b3c0c9e2b26339d64471034d16f74f4ef5"},
-    {file = "orjson-3.10.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1aa2f127ac546e123283e437cc90b5ecce754a22306c7700b11035dad4ccf85"},
-    {file = "orjson-3.10.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2cf29b4b74f585225196944dffdebd549ad2af6da9e80db7115984103fb18a96"},
-    {file = "orjson-3.10.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a1b130c20b116f413caf6059c651ad32215c28500dce9cd029a334a2d84aa66f"},
-    {file = "orjson-3.10.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d31f9a709e6114492136e87c7c6da5e21dfedebefa03af85f3ad72656c493ae9"},
-    {file = "orjson-3.10.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d1d169461726f271ab31633cf0e7e7353417e16fb69256a4f8ecb3246a78d6e"},
-    {file = "orjson-3.10.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:57c294d73825c6b7f30d11c9e5900cfec9a814893af7f14efbe06b8d0f25fba9"},
-    {file = "orjson-3.10.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d7f11dbacfa9265ec76b4019efffabaabba7a7ebf14078f6b4df9b51c3c9a8ea"},
-    {file = "orjson-3.10.1-cp312-none-win32.whl", hash = "sha256:d89e5ed68593226c31c76ab4de3e0d35c760bfd3fbf0a74c4b2be1383a1bf123"},
-    {file = "orjson-3.10.1-cp312-none-win_amd64.whl", hash = "sha256:aa76c4fe147fd162107ce1692c39f7189180cfd3a27cfbc2ab5643422812da8e"},
-    {file = "orjson-3.10.1-cp38-cp38-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a2c6a85c92d0e494c1ae117befc93cf8e7bca2075f7fe52e32698da650b2c6d1"},
-    {file = "orjson-3.10.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9813f43da955197d36a7365eb99bed42b83680801729ab2487fef305b9ced866"},
-    {file = "orjson-3.10.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ec917b768e2b34b7084cb6c68941f6de5812cc26c6f1a9fecb728e36a3deb9e8"},
-    {file = "orjson-3.10.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5252146b3172d75c8a6d27ebca59c9ee066ffc5a277050ccec24821e68742fdf"},
-    {file = "orjson-3.10.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:536429bb02791a199d976118b95014ad66f74c58b7644d21061c54ad284e00f4"},
-    {file = "orjson-3.10.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7dfed3c3e9b9199fb9c3355b9c7e4649b65f639e50ddf50efdf86b45c6de04b5"},
-    {file = "orjson-3.10.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:2b230ec35f188f003f5b543644ae486b2998f6afa74ee3a98fc8ed2e45960afc"},
-    {file = "orjson-3.10.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:01234249ba19c6ab1eb0b8be89f13ea21218b2d72d496ef085cfd37e1bae9dd8"},
-    {file = "orjson-3.10.1-cp38-none-win32.whl", hash = "sha256:8a884fbf81a3cc22d264ba780920d4885442144e6acaa1411921260416ac9a54"},
-    {file = "orjson-3.10.1-cp38-none-win_amd64.whl", hash = "sha256:dab5f802d52b182163f307d2b1f727d30b1762e1923c64c9c56dd853f9671a49"},
-    {file = "orjson-3.10.1-cp39-cp39-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a51fd55d4486bc5293b7a400f9acd55a2dc3b5fc8420d5ffe9b1d6bb1a056a5e"},
-    {file = "orjson-3.10.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:53521542a6db1411b3bfa1b24ddce18605a3abdc95a28a67b33f9145f26aa8f2"},
-    {file = "orjson-3.10.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:27d610df96ac18ace4931411d489637d20ab3b8f63562b0531bba16011998db0"},
-    {file = "orjson-3.10.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:79244b1456e5846d44e9846534bd9e3206712936d026ea8e6a55a7374d2c0694"},
-    {file = "orjson-3.10.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d751efaa8a49ae15cbebdda747a62a9ae521126e396fda8143858419f3b03610"},
-    {file = "orjson-3.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:27ff69c620a4fff33267df70cfd21e0097c2a14216e72943bd5414943e376d77"},
-    {file = "orjson-3.10.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:ebc58693464146506fde0c4eb1216ff6d4e40213e61f7d40e2f0dde9b2f21650"},
-    {file = "orjson-3.10.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:5be608c3972ed902e0143a5b8776d81ac1059436915d42defe5c6ae97b3137a4"},
-    {file = "orjson-3.10.1-cp39-none-win32.whl", hash = "sha256:4ae10753e7511d359405aadcbf96556c86e9dbf3a948d26c2c9f9a150c52b091"},
-    {file = "orjson-3.10.1-cp39-none-win_amd64.whl", hash = "sha256:fb5bc4caa2c192077fdb02dce4e5ef8639e7f20bec4e3a834346693907362932"},
-    {file = "orjson-3.10.1.tar.gz", hash = "sha256:a883b28d73370df23ed995c466b4f6c708c1f7a9bdc400fe89165c96c7603204"},
+    {file = "orjson-3.10.3-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:9fb6c3f9f5490a3eb4ddd46fc1b6eadb0d6fc16fb3f07320149c3286a1409dd8"},
+    {file = "orjson-3.10.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:252124b198662eee80428f1af8c63f7ff077c88723fe206a25df8dc57a57b1fa"},
+    {file = "orjson-3.10.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9f3e87733823089a338ef9bbf363ef4de45e5c599a9bf50a7a9b82e86d0228da"},
+    {file = "orjson-3.10.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c8334c0d87103bb9fbbe59b78129f1f40d1d1e8355bbed2ca71853af15fa4ed3"},
+    {file = "orjson-3.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1952c03439e4dce23482ac846e7961f9d4ec62086eb98ae76d97bd41d72644d7"},
+    {file = "orjson-3.10.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c0403ed9c706dcd2809f1600ed18f4aae50be263bd7112e54b50e2c2bc3ebd6d"},
+    {file = "orjson-3.10.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:382e52aa4270a037d41f325e7d1dfa395b7de0c367800b6f337d8157367bf3a7"},
+    {file = "orjson-3.10.3-cp310-none-win32.whl", hash = "sha256:be2aab54313752c04f2cbaab4515291ef5af8c2256ce22abc007f89f42f49109"},
+    {file = "orjson-3.10.3-cp310-none-win_amd64.whl", hash = "sha256:416b195f78ae461601893f482287cee1e3059ec49b4f99479aedf22a20b1098b"},
+    {file = "orjson-3.10.3-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:73100d9abbbe730331f2242c1fc0bcb46a3ea3b4ae3348847e5a141265479700"},
+    {file = "orjson-3.10.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:544a12eee96e3ab828dbfcb4d5a0023aa971b27143a1d35dc214c176fdfb29b3"},
+    {file = "orjson-3.10.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:520de5e2ef0b4ae546bea25129d6c7c74edb43fc6cf5213f511a927f2b28148b"},
+    {file = "orjson-3.10.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ccaa0a401fc02e8828a5bedfd80f8cd389d24f65e5ca3954d72c6582495b4bcf"},
+    {file = "orjson-3.10.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a7bc9e8bc11bac40f905640acd41cbeaa87209e7e1f57ade386da658092dc16"},
+    {file = "orjson-3.10.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:3582b34b70543a1ed6944aca75e219e1192661a63da4d039d088a09c67543b08"},
+    {file = "orjson-3.10.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c23dfa91481de880890d17aa7b91d586a4746a4c2aa9a145bebdbaf233768d5"},
+    {file = "orjson-3.10.3-cp311-none-win32.whl", hash = "sha256:1770e2a0eae728b050705206d84eda8b074b65ee835e7f85c919f5705b006c9b"},
+    {file = "orjson-3.10.3-cp311-none-win_amd64.whl", hash = "sha256:93433b3c1f852660eb5abdc1f4dd0ced2be031ba30900433223b28ee0140cde5"},
+    {file = "orjson-3.10.3-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a39aa73e53bec8d410875683bfa3a8edf61e5a1c7bb4014f65f81d36467ea098"},
+    {file = "orjson-3.10.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0943a96b3fa09bee1afdfccc2cb236c9c64715afa375b2af296c73d91c23eab2"},
+    {file = "orjson-3.10.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e852baafceff8da3c9defae29414cc8513a1586ad93e45f27b89a639c68e8176"},
+    {file = "orjson-3.10.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18566beb5acd76f3769c1d1a7ec06cdb81edc4d55d2765fb677e3eaa10fa99e0"},
+    {file = "orjson-3.10.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bd2218d5a3aa43060efe649ec564ebedec8ce6ae0a43654b81376216d5ebd42"},
+    {file = "orjson-3.10.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:cf20465e74c6e17a104ecf01bf8cd3b7b252565b4ccee4548f18b012ff2f8069"},
+    {file = "orjson-3.10.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ba7f67aa7f983c4345eeda16054a4677289011a478ca947cd69c0a86ea45e534"},
+    {file = "orjson-3.10.3-cp312-none-win32.whl", hash = "sha256:17e0713fc159abc261eea0f4feda611d32eabc35708b74bef6ad44f6c78d5ea0"},
+    {file = "orjson-3.10.3-cp312-none-win_amd64.whl", hash = "sha256:4c895383b1ec42b017dd2c75ae8a5b862fc489006afde06f14afbdd0309b2af0"},
+    {file = "orjson-3.10.3-cp38-cp38-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:be2719e5041e9fb76c8c2c06b9600fe8e8584e6980061ff88dcbc2691a16d20d"},
+    {file = "orjson-3.10.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb0175a5798bdc878956099f5c54b9837cb62cfbf5d0b86ba6d77e43861bcec2"},
+    {file = "orjson-3.10.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:978be58a68ade24f1af7758626806e13cff7748a677faf95fbb298359aa1e20d"},
+    {file = "orjson-3.10.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:16bda83b5c61586f6f788333d3cf3ed19015e3b9019188c56983b5a299210eb5"},
+    {file = "orjson-3.10.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ad1f26bea425041e0a1adad34630c4825a9e3adec49079b1fb6ac8d36f8b754"},
+    {file = "orjson-3.10.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:9e253498bee561fe85d6325ba55ff2ff08fb5e7184cd6a4d7754133bd19c9195"},
+    {file = "orjson-3.10.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:0a62f9968bab8a676a164263e485f30a0b748255ee2f4ae49a0224be95f4532b"},
+    {file = "orjson-3.10.3-cp38-none-win32.whl", hash = "sha256:8d0b84403d287d4bfa9bf7d1dc298d5c1c5d9f444f3737929a66f2fe4fb8f134"},
+    {file = "orjson-3.10.3-cp38-none-win_amd64.whl", hash = "sha256:8bc7a4df90da5d535e18157220d7915780d07198b54f4de0110eca6b6c11e290"},
+    {file = "orjson-3.10.3-cp39-cp39-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:9059d15c30e675a58fdcd6f95465c1522b8426e092de9fff20edebfdc15e1cb0"},
+    {file = "orjson-3.10.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8d40c7f7938c9c2b934b297412c067936d0b54e4b8ab916fd1a9eb8f54c02294"},
+    {file = "orjson-3.10.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d4a654ec1de8fdaae1d80d55cee65893cb06494e124681ab335218be6a0691e7"},
+    {file = "orjson-3.10.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:831c6ef73f9aa53c5f40ae8f949ff7681b38eaddb6904aab89dca4d85099cb78"},
+    {file = "orjson-3.10.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99b880d7e34542db89f48d14ddecbd26f06838b12427d5a25d71baceb5ba119d"},
+    {file = "orjson-3.10.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:2e5e176c994ce4bd434d7aafb9ecc893c15f347d3d2bbd8e7ce0b63071c52e25"},
+    {file = "orjson-3.10.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:b69a58a37dab856491bf2d3bbf259775fdce262b727f96aafbda359cb1d114d8"},
+    {file = "orjson-3.10.3-cp39-none-win32.whl", hash = "sha256:b8d4d1a6868cde356f1402c8faeb50d62cee765a1f7ffcfd6de732ab0581e063"},
+    {file = "orjson-3.10.3-cp39-none-win_amd64.whl", hash = "sha256:5102f50c5fc46d94f2033fe00d392588564378260d64377aec702f21a7a22912"},
+    {file = "orjson-3.10.3.tar.gz", hash = "sha256:2b166507acae7ba2f7c315dcf185a9111ad5e992ac81f2d507aac39193c2c818"},
 ]
 
 [[package]]
@@ -4218,8 +4349,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -4301,13 +4432,13 @@ ptyprocess = ">=0.5"
 
 [[package]]
 name = "phonenumbers"
-version = "8.13.35"
+version = "8.13.37"
 description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers."
 optional = true
 python-versions = "*"
 files = [
-    {file = "phonenumbers-8.13.35-py2.py3-none-any.whl", hash = "sha256:58286a8e617bd75f541e04313b28c36398be6d4443a778c85e9617a93c391310"},
-    {file = "phonenumbers-8.13.35.tar.gz", hash = "sha256:64f061a967dcdae11e1c59f3688649e697b897110a33bb74d5a69c3e35321245"},
+    {file = "phonenumbers-8.13.37-py2.py3-none-any.whl", hash = "sha256:4ea00ef5012422c08c7955c21131e7ae5baa9a3ef52cf2d561e963f023006b80"},
+    {file = "phonenumbers-8.13.37.tar.gz", hash = "sha256:bd315fed159aea0516f7c367231810fe8344d5bec26156b88fa18374c11d1cf2"},
 ]
 
 [[package]]
@@ -4411,7 +4542,7 @@ xmp = ["defusedxml"]
 name = "pip"
 version = "24.0"
 description = "The PyPA recommended tool for installing Python packages."
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "pip-24.0-py3-none-any.whl", hash = "sha256:ba0d021a166865d2265246961bec0152ff124de910c5cc39f1156ce3fa7c69dc"},
@@ -4445,18 +4576,19 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.2.2"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
-    {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"},
+    {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"},
+    {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "pluggy"
@@ -4746,18 +4878,18 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.7.0"
+version = "2.7.1"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pydantic-2.7.0-py3-none-any.whl", hash = "sha256:9dee74a271705f14f9a1567671d144a851c675b072736f0a7b2608fd9e495352"},
-    {file = "pydantic-2.7.0.tar.gz", hash = "sha256:b5ecdd42262ca2462e2624793551e80911a1e989f462910bb81aef974b4bb383"},
+    {file = "pydantic-2.7.1-py3-none-any.whl", hash = "sha256:e029badca45266732a9a79898a15ae2e8b14840b1eabbb25844be28f0b33f3d5"},
+    {file = "pydantic-2.7.1.tar.gz", hash = "sha256:e9dbb5eada8abe4d9ae5f46b9939aead650cd2b68f249bb3a8139dbe125803cc"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.18.1"
+pydantic-core = "2.18.2"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -4765,90 +4897,90 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.18.1"
+version = "2.18.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pydantic_core-2.18.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ee9cf33e7fe14243f5ca6977658eb7d1042caaa66847daacbd2117adb258b226"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6b7bbb97d82659ac8b37450c60ff2e9f97e4eb0f8a8a3645a5568b9334b08b50"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:df4249b579e75094f7e9bb4bd28231acf55e308bf686b952f43100a5a0be394c"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d0491006a6ad20507aec2be72e7831a42efc93193d2402018007ff827dc62926"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2ae80f72bb7a3e397ab37b53a2b49c62cc5496412e71bc4f1277620a7ce3f52b"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:58aca931bef83217fca7a390e0486ae327c4af9c3e941adb75f8772f8eeb03a1"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1be91ad664fc9245404a789d60cba1e91c26b1454ba136d2a1bf0c2ac0c0505a"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:667880321e916a8920ef49f5d50e7983792cf59f3b6079f3c9dac2b88a311d17"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:f7054fdc556f5421f01e39cbb767d5ec5c1139ea98c3e5b350e02e62201740c7"},
-    {file = "pydantic_core-2.18.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:030e4f9516f9947f38179249778709a460a3adb516bf39b5eb9066fcfe43d0e6"},
-    {file = "pydantic_core-2.18.1-cp310-none-win32.whl", hash = "sha256:2e91711e36e229978d92642bfc3546333a9127ecebb3f2761372e096395fc649"},
-    {file = "pydantic_core-2.18.1-cp310-none-win_amd64.whl", hash = "sha256:9a29726f91c6cb390b3c2338f0df5cd3e216ad7a938762d11c994bb37552edb0"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:9ece8a49696669d483d206b4474c367852c44815fca23ac4e48b72b339807f80"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a5d83efc109ceddb99abd2c1316298ced2adb4570410defe766851a804fcd5b"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f7973c381283783cd1043a8c8f61ea5ce7a3a58b0369f0ee0ee975eaf2f2a1b"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:54c7375c62190a7845091f521add19b0f026bcf6ae674bdb89f296972272e86d"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dd63cec4e26e790b70544ae5cc48d11b515b09e05fdd5eff12e3195f54b8a586"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:561cf62c8a3498406495cfc49eee086ed2bb186d08bcc65812b75fda42c38294"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:68717c38a68e37af87c4da20e08f3e27d7e4212e99e96c3d875fbf3f4812abfc"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2d5728e93d28a3c63ee513d9ffbac9c5989de8c76e049dbcb5bfe4b923a9739d"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:f0f17814c505f07806e22b28856c59ac80cee7dd0fbb152aed273e116378f519"},
-    {file = "pydantic_core-2.18.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d816f44a51ba5175394bc6c7879ca0bd2be560b2c9e9f3411ef3a4cbe644c2e9"},
-    {file = "pydantic_core-2.18.1-cp311-none-win32.whl", hash = "sha256:09f03dfc0ef8c22622eaa8608caa4a1e189cfb83ce847045eca34f690895eccb"},
-    {file = "pydantic_core-2.18.1-cp311-none-win_amd64.whl", hash = "sha256:27f1009dc292f3b7ca77feb3571c537276b9aad5dd4efb471ac88a8bd09024e9"},
-    {file = "pydantic_core-2.18.1-cp311-none-win_arm64.whl", hash = "sha256:48dd883db92e92519201f2b01cafa881e5f7125666141a49ffba8b9facc072b0"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b6b0e4912030c6f28bcb72b9ebe4989d6dc2eebcd2a9cdc35fefc38052dd4fe8"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f3202a429fe825b699c57892d4371c74cc3456d8d71b7f35d6028c96dfecad31"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3982b0a32d0a88b3907e4b0dc36809fda477f0757c59a505d4e9b455f384b8b"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:25595ac311f20e5324d1941909b0d12933f1fd2171075fcff763e90f43e92a0d"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:14fe73881cf8e4cbdaded8ca0aa671635b597e42447fec7060d0868b52d074e6"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ca976884ce34070799e4dfc6fbd68cb1d181db1eefe4a3a94798ddfb34b8867f"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:684d840d2c9ec5de9cb397fcb3f36d5ebb6fa0d94734f9886032dd796c1ead06"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:54764c083bbe0264f0f746cefcded6cb08fbbaaf1ad1d78fb8a4c30cff999a90"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:201713f2f462e5c015b343e86e68bd8a530a4f76609b33d8f0ec65d2b921712a"},
-    {file = "pydantic_core-2.18.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:fd1a9edb9dd9d79fbeac1ea1f9a8dd527a6113b18d2e9bcc0d541d308dae639b"},
-    {file = "pydantic_core-2.18.1-cp312-none-win32.whl", hash = "sha256:d5e6b7155b8197b329dc787356cfd2684c9d6a6b1a197f6bbf45f5555a98d411"},
-    {file = "pydantic_core-2.18.1-cp312-none-win_amd64.whl", hash = "sha256:9376d83d686ec62e8b19c0ac3bf8d28d8a5981d0df290196fb6ef24d8a26f0d6"},
-    {file = "pydantic_core-2.18.1-cp312-none-win_arm64.whl", hash = "sha256:c562b49c96906b4029b5685075fe1ebd3b5cc2601dfa0b9e16c2c09d6cbce048"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:3e352f0191d99fe617371096845070dee295444979efb8f27ad941227de6ad09"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c0295d52b012cbe0d3059b1dba99159c3be55e632aae1999ab74ae2bd86a33d7"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56823a92075780582d1ffd4489a2e61d56fd3ebb4b40b713d63f96dd92d28144"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:dd3f79e17b56741b5177bcc36307750d50ea0698df6aa82f69c7db32d968c1c2"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:38a5024de321d672a132b1834a66eeb7931959c59964b777e8f32dbe9523f6b1"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d2ce426ee691319d4767748c8e0895cfc56593d725594e415f274059bcf3cb76"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2adaeea59849ec0939af5c5d476935f2bab4b7f0335b0110f0f069a41024278e"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9b6431559676a1079eac0f52d6d0721fb8e3c5ba43c37bc537c8c83724031feb"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:85233abb44bc18d16e72dc05bf13848a36f363f83757541f1a97db2f8d58cfd9"},
-    {file = "pydantic_core-2.18.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:641a018af4fe48be57a2b3d7a1f0f5dbca07c1d00951d3d7463f0ac9dac66622"},
-    {file = "pydantic_core-2.18.1-cp38-none-win32.whl", hash = "sha256:63d7523cd95d2fde0d28dc42968ac731b5bb1e516cc56b93a50ab293f4daeaad"},
-    {file = "pydantic_core-2.18.1-cp38-none-win_amd64.whl", hash = "sha256:907a4d7720abfcb1c81619863efd47c8a85d26a257a2dbebdb87c3b847df0278"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:aad17e462f42ddbef5984d70c40bfc4146c322a2da79715932cd8976317054de"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:94b9769ba435b598b547c762184bcfc4783d0d4c7771b04a3b45775c3589ca44"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:80e0e57cc704a52fb1b48f16d5b2c8818da087dbee6f98d9bf19546930dc64b5"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:76b86e24039c35280ceee6dce7e62945eb93a5175d43689ba98360ab31eebc4a"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:12a05db5013ec0ca4a32cc6433f53faa2a014ec364031408540ba858c2172bb0"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:250ae39445cb5475e483a36b1061af1bc233de3e9ad0f4f76a71b66231b07f88"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a32204489259786a923e02990249c65b0f17235073149d0033efcebe80095570"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6395a4435fa26519fd96fdccb77e9d00ddae9dd6c742309bd0b5610609ad7fb2"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2533ad2883f001efa72f3d0e733fb846710c3af6dcdd544fe5bf14fa5fe2d7db"},
-    {file = "pydantic_core-2.18.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:b560b72ed4816aee52783c66854d96157fd8175631f01ef58e894cc57c84f0f6"},
-    {file = "pydantic_core-2.18.1-cp39-none-win32.whl", hash = "sha256:582cf2cead97c9e382a7f4d3b744cf0ef1a6e815e44d3aa81af3ad98762f5a9b"},
-    {file = "pydantic_core-2.18.1-cp39-none-win_amd64.whl", hash = "sha256:ca71d501629d1fa50ea7fa3b08ba884fe10cefc559f5c6c8dfe9036c16e8ae89"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:e178e5b66a06ec5bf51668ec0d4ac8cfb2bdcb553b2c207d58148340efd00143"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:72722ce529a76a4637a60be18bd789d8fb871e84472490ed7ddff62d5fed620d"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2fe0c1ce5b129455e43f941f7a46f61f3d3861e571f2905d55cdbb8b5c6f5e2c"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d4284c621f06a72ce2cb55f74ea3150113d926a6eb78ab38340c08f770eb9b4d"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1a0c3e718f4e064efde68092d9d974e39572c14e56726ecfaeebbe6544521f47"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:2027493cc44c23b598cfaf200936110433d9caa84e2c6cf487a83999638a96ac"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:76909849d1a6bffa5a07742294f3fa1d357dc917cb1fe7b470afbc3a7579d539"},
-    {file = "pydantic_core-2.18.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:ee7ccc7fb7e921d767f853b47814c3048c7de536663e82fbc37f5eb0d532224b"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ee2794111c188548a4547eccc73a6a8527fe2af6cf25e1a4ebda2fd01cdd2e60"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a139fe9f298dc097349fb4f28c8b81cc7a202dbfba66af0e14be5cfca4ef7ce5"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d074b07a10c391fc5bbdcb37b2f16f20fcd9e51e10d01652ab298c0d07908ee2"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c69567ddbac186e8c0aadc1f324a60a564cfe25e43ef2ce81bcc4b8c3abffbae"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:baf1c7b78cddb5af00971ad5294a4583188bda1495b13760d9f03c9483bb6203"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:2684a94fdfd1b146ff10689c6e4e815f6a01141781c493b97342cdc5b06f4d5d"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:73c1bc8a86a5c9e8721a088df234265317692d0b5cd9e86e975ce3bc3db62a59"},
-    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:e60defc3c15defb70bb38dd605ff7e0fae5f6c9c7cbfe0ad7868582cb7e844a6"},
-    {file = "pydantic_core-2.18.1.tar.gz", hash = "sha256:de9d3e8717560eb05e28739d1b35e4eac2e458553a52a301e51352a7ffc86a35"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:9e08e867b306f525802df7cd16c44ff5ebbe747ff0ca6cf3fde7f36c05a59a81"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f0a21cbaa69900cbe1a2e7cad2aa74ac3cf21b10c3efb0fa0b80305274c0e8a2"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0680b1f1f11fda801397de52c36ce38ef1c1dc841a0927a94f226dea29c3ae3d"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:95b9d5e72481d3780ba3442eac863eae92ae43a5f3adb5b4d0a1de89d42bb250"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c4fcf5cd9c4b655ad666ca332b9a081112cd7a58a8b5a6ca7a3104bc950f2038"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9b5155ff768083cb1d62f3e143b49a8a3432e6789a3abee8acd005c3c7af1c74"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:553ef617b6836fc7e4df130bb851e32fe357ce36336d897fd6646d6058d980af"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b89ed9eb7d616ef5714e5590e6cf7f23b02d0d539767d33561e3675d6f9e3857"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:75f7e9488238e920ab6204399ded280dc4c307d034f3924cd7f90a38b1829563"},
+    {file = "pydantic_core-2.18.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ef26c9e94a8c04a1b2924149a9cb081836913818e55681722d7f29af88fe7b38"},
+    {file = "pydantic_core-2.18.2-cp310-none-win32.whl", hash = "sha256:182245ff6b0039e82b6bb585ed55a64d7c81c560715d1bad0cbad6dfa07b4027"},
+    {file = "pydantic_core-2.18.2-cp310-none-win_amd64.whl", hash = "sha256:e23ec367a948b6d812301afc1b13f8094ab7b2c280af66ef450efc357d2ae543"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:219da3f096d50a157f33645a1cf31c0ad1fe829a92181dd1311022f986e5fbe3"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:cc1cfd88a64e012b74e94cd00bbe0f9c6df57049c97f02bb07d39e9c852e19a4"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:05b7133a6e6aeb8df37d6f413f7705a37ab4031597f64ab56384c94d98fa0e90"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:224c421235f6102e8737032483f43c1a8cfb1d2f45740c44166219599358c2cd"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b14d82cdb934e99dda6d9d60dc84a24379820176cc4a0d123f88df319ae9c150"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2728b01246a3bba6de144f9e3115b532ee44bd6cf39795194fb75491824a1413"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:470b94480bb5ee929f5acba6995251ada5e059a5ef3e0dfc63cca287283ebfa6"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:997abc4df705d1295a42f95b4eec4950a37ad8ae46d913caeee117b6b198811c"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:75250dbc5290e3f1a0f4618db35e51a165186f9034eff158f3d490b3fed9f8a0"},
+    {file = "pydantic_core-2.18.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:4456f2dca97c425231d7315737d45239b2b51a50dc2b6f0c2bb181fce6207664"},
+    {file = "pydantic_core-2.18.2-cp311-none-win32.whl", hash = "sha256:269322dcc3d8bdb69f054681edff86276b2ff972447863cf34c8b860f5188e2e"},
+    {file = "pydantic_core-2.18.2-cp311-none-win_amd64.whl", hash = "sha256:800d60565aec896f25bc3cfa56d2277d52d5182af08162f7954f938c06dc4ee3"},
+    {file = "pydantic_core-2.18.2-cp311-none-win_arm64.whl", hash = "sha256:1404c69d6a676245199767ba4f633cce5f4ad4181f9d0ccb0577e1f66cf4c46d"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:fb2bd7be70c0fe4dfd32c951bc813d9fe6ebcbfdd15a07527796c8204bd36242"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6132dd3bd52838acddca05a72aafb6eab6536aa145e923bb50f45e78b7251043"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7d904828195733c183d20a54230c0df0eb46ec746ea1a666730787353e87182"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c9bd70772c720142be1020eac55f8143a34ec9f82d75a8e7a07852023e46617f"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2b8ed04b3582771764538f7ee7001b02e1170223cf9b75dff0bc698fadb00cf3"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e6dac87ddb34aaec85f873d737e9d06a3555a1cc1a8e0c44b7f8d5daeb89d86f"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ca4ae5a27ad7a4ee5170aebce1574b375de390bc01284f87b18d43a3984df72"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:886eec03591b7cf058467a70a87733b35f44707bd86cf64a615584fd72488b7c"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ca7b0c1f1c983e064caa85f3792dd2fe3526b3505378874afa84baf662e12241"},
+    {file = "pydantic_core-2.18.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4b4356d3538c3649337df4074e81b85f0616b79731fe22dd11b99499b2ebbdf3"},
+    {file = "pydantic_core-2.18.2-cp312-none-win32.whl", hash = "sha256:8b172601454f2d7701121bbec3425dd71efcb787a027edf49724c9cefc14c038"},
+    {file = "pydantic_core-2.18.2-cp312-none-win_amd64.whl", hash = "sha256:b1bd7e47b1558ea872bd16c8502c414f9e90dcf12f1395129d7bb42a09a95438"},
+    {file = "pydantic_core-2.18.2-cp312-none-win_arm64.whl", hash = "sha256:98758d627ff397e752bc339272c14c98199c613f922d4a384ddc07526c86a2ec"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:9fdad8e35f278b2c3eb77cbdc5c0a49dada440657bf738d6905ce106dc1de439"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1d90c3265ae107f91a4f279f4d6f6f1d4907ac76c6868b27dc7fb33688cfb347"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:390193c770399861d8df9670fb0d1874f330c79caaca4642332df7c682bf6b91"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:82d5d4d78e4448683cb467897fe24e2b74bb7b973a541ea1dcfec1d3cbce39fb"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4774f3184d2ef3e14e8693194f661dea5a4d6ca4e3dc8e39786d33a94865cefd"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d4d938ec0adf5167cb335acb25a4ee69a8107e4984f8fbd2e897021d9e4ca21b"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e0e8b1be28239fc64a88a8189d1df7fad8be8c1ae47fcc33e43d4be15f99cc70"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:868649da93e5a3d5eacc2b5b3b9235c98ccdbfd443832f31e075f54419e1b96b"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:78363590ef93d5d226ba21a90a03ea89a20738ee5b7da83d771d283fd8a56761"},
+    {file = "pydantic_core-2.18.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:852e966fbd035a6468fc0a3496589b45e2208ec7ca95c26470a54daed82a0788"},
+    {file = "pydantic_core-2.18.2-cp38-none-win32.whl", hash = "sha256:6a46e22a707e7ad4484ac9ee9f290f9d501df45954184e23fc29408dfad61350"},
+    {file = "pydantic_core-2.18.2-cp38-none-win_amd64.whl", hash = "sha256:d91cb5ea8b11607cc757675051f61b3d93f15eca3cefb3e6c704a5d6e8440f4e"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:ae0a8a797a5e56c053610fa7be147993fe50960fa43609ff2a9552b0e07013e8"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:042473b6280246b1dbf530559246f6842b56119c2926d1e52b631bdc46075f2a"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a388a77e629b9ec814c1b1e6b3b595fe521d2cdc625fcca26fbc2d44c816804"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e25add29b8f3b233ae90ccef2d902d0ae0432eb0d45370fe315d1a5cf231004b"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f459a5ce8434614dfd39bbebf1041952ae01da6bed9855008cb33b875cb024c0"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:eff2de745698eb46eeb51193a9f41d67d834d50e424aef27df2fcdee1b153845"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8309f67285bdfe65c372ea3722b7a5642680f3dba538566340a9d36e920b5f0"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f93a8a2e3938ff656a7c1bc57193b1319960ac015b6e87d76c76bf14fe0244b4"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:22057013c8c1e272eb8d0eebc796701167d8377441ec894a8fed1af64a0bf399"},
+    {file = "pydantic_core-2.18.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:cfeecd1ac6cc1fb2692c3d5110781c965aabd4ec5d32799773ca7b1456ac636b"},
+    {file = "pydantic_core-2.18.2-cp39-none-win32.whl", hash = "sha256:0d69b4c2f6bb3e130dba60d34c0845ba31b69babdd3f78f7c0c8fae5021a253e"},
+    {file = "pydantic_core-2.18.2-cp39-none-win_amd64.whl", hash = "sha256:d9319e499827271b09b4e411905b24a426b8fb69464dfa1696258f53a3334641"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:a1874c6dd4113308bd0eb568418e6114b252afe44319ead2b4081e9b9521fe75"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:ccdd111c03bfd3666bd2472b674c6899550e09e9f298954cfc896ab92b5b0e6d"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e18609ceaa6eed63753037fc06ebb16041d17d28199ae5aba0052c51449650a9"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e5c584d357c4e2baf0ff7baf44f4994be121e16a2c88918a5817331fc7599d7"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:43f0f463cf89ace478de71a318b1b4f05ebc456a9b9300d027b4b57c1a2064fb"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:e1b395e58b10b73b07b7cf740d728dd4ff9365ac46c18751bf8b3d8cca8f625a"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:0098300eebb1c837271d3d1a2cd2911e7c11b396eac9661655ee524a7f10587b"},
+    {file = "pydantic_core-2.18.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:36789b70d613fbac0a25bb07ab3d9dba4d2e38af609c020cf4d888d165ee0bf3"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:3f9a801e7c8f1ef8718da265bba008fa121243dfe37c1cea17840b0944dfd72c"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:3a6515ebc6e69d85502b4951d89131ca4e036078ea35533bb76327f8424531ce"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:20aca1e2298c56ececfd8ed159ae4dde2df0781988c97ef77d5c16ff4bd5b400"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:223ee893d77a310a0391dca6df00f70bbc2f36a71a895cecd9a0e762dc37b349"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2334ce8c673ee93a1d6a65bd90327588387ba073c17e61bf19b4fd97d688d63c"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:cbca948f2d14b09d20268cda7b0367723d79063f26c4ffc523af9042cad95592"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b3ef08e20ec49e02d5c6717a91bb5af9b20f1805583cb0adfe9ba2c6b505b5ae"},
+    {file = "pydantic_core-2.18.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:c6fdc8627910eed0c01aed6a390a252fe3ea6d472ee70fdde56273f198938374"},
+    {file = "pydantic_core-2.18.2.tar.gz", hash = "sha256:2e29d20810dfc3043ee13ac7d9e25105799817683348823f305ab3f349b9386e"},
 ]
 
 [package.dependencies]
@@ -4900,28 +5032,27 @@ yapf = ">=0.30.0"
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
-    {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
+    {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
+    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
 ]
 
 [package.extras]
-plugins = ["importlib-metadata"]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.8"
+version = "10.8.1"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pymdown_extensions-10.8-py3-none-any.whl", hash = "sha256:3539003ff0d5e219ba979d2dc961d18fcad5ac259e66c764482e8347b4c0503c"},
-    {file = "pymdown_extensions-10.8.tar.gz", hash = "sha256:91ca336caf414e1e5e0626feca86e145de9f85a3921a7bcbd32890b51738c428"},
+    {file = "pymdown_extensions-10.8.1-py3-none-any.whl", hash = "sha256:f938326115884f48c6059c67377c46cf631c733ef3629b6eed1349989d1b30cb"},
+    {file = "pymdown_extensions-10.8.1.tar.gz", hash = "sha256:3ab1db5c9e21728dabf75192d71471f8e50f216627e9a1fa9535ecb0231b9940"},
 ]
 
 [package.dependencies]
@@ -4933,24 +5064,24 @@ extra = ["pygments (>=2.12)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.29.0"
+version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pypdfium2-4.29.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:e62cfc066bcd7f31ad45f56bc131d9d4bfcfb6eed58dc416246ddf0433a47586"},
-    {file = "pypdfium2-4.29.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:33fa7cfebca8a7c78376b91f459a31bead6daf70080f1d9b35f16e1dd073f707"},
-    {file = "pypdfium2-4.29.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:226464d87d5b391c968ea617d61b3076f35af1b4d48eb50a10eb2981cb24eb1f"},
-    {file = "pypdfium2-4.29.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4531f37e7619efda528c16fe37b9296fb87d618263d736486c0360a3f394e1b2"},
-    {file = "pypdfium2-4.29.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:17d4fa7d891c8d7acf60fa8c641bb8738ef7dbdb3ff258391dfb1c2af49cfb1c"},
-    {file = "pypdfium2-4.29.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ae3bae000dc7fed925cdb2fb5303b122b0312f042c2d1557b66e8a7e4901957e"},
-    {file = "pypdfium2-4.29.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:1a89641f352131ceb2ff604195a9fde4350debcb922d06c620cc42ccdd02c887"},
-    {file = "pypdfium2-4.29.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:c3d5b57f97e32f828e437f5eaf23cb0e35f1103e6cfecd880c6d0ba9151b9ec3"},
-    {file = "pypdfium2-4.29.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:935036f617f8fe5976575ff84e5dfacf205710914415ef285d677edfa7325d46"},
-    {file = "pypdfium2-4.29.0-py3-none-win32.whl", hash = "sha256:e344354222843fd9a7fe756d3c65b66ca01ebee4eb634ed25ac0dfb72023564e"},
-    {file = "pypdfium2-4.29.0-py3-none-win_amd64.whl", hash = "sha256:7d808f3c9fdbc4155ae008c502e63b93bf5aea569f6a62997590ef336f9932cb"},
-    {file = "pypdfium2-4.29.0-py3-none-win_arm64.whl", hash = "sha256:1291a507fd4741399cfed819cecc126b2f1b7c8583dbb6a08b2f5300f91b86cc"},
-    {file = "pypdfium2-4.29.0.tar.gz", hash = "sha256:e99d4c00a6b9123d48ab429c3d9ecac543f3f333ec54b7307089a58a67fca007"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab"},
+    {file = "pypdfium2-4.30.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e6e50f5ce7f65a40a33d7c9edc39f23140c57e37144c2d6d9e9262a2a854854"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3d0dd3ecaffd0b6dbda3da663220e705cb563918249bda26058c6036752ba3a2"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be"},
+    {file = "pypdfium2-4.30.0-py3-none-win32.whl", hash = "sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e"},
+    {file = "pypdfium2-4.30.0-py3-none-win_amd64.whl", hash = "sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c"},
+    {file = "pypdfium2-4.30.0-py3-none-win_arm64.whl", hash = "sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29"},
+    {file = "pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16"},
 ]
 
 [[package]]
@@ -5006,13 +5137,13 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.21.1"
+version = "0.21.2"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-asyncio-0.21.1.tar.gz", hash = "sha256:40a7eae6dded22c7b604986855ea48400ab15b069ae38116e8c01238e9eeb64d"},
-    {file = "pytest_asyncio-0.21.1-py3-none-any.whl", hash = "sha256:8666c1c8ac02631d7c51ba282e0c69a8a452b211ffedf2599099845da5c5c37b"},
+    {file = "pytest_asyncio-0.21.2-py3-none-any.whl", hash = "sha256:ab664c88bb7998f711d8039cacd4884da6430886ae8bbd4eded552ed2004f16b"},
+    {file = "pytest_asyncio-0.21.2.tar.gz", hash = "sha256:d67738fc232b94b326b9d060750beb16e0074210b98dd8b58a5239fa2a154f45"},
 ]
 
 [package.dependencies]
@@ -5098,13 +5229,13 @@ files = [
 
 [[package]]
 name = "pytorch-lightning"
-version = "2.2.2"
+version = "2.2.4"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "pytorch-lightning-2.2.2.tar.gz", hash = "sha256:db4035785022aeeccc9163469d703c605078df0115175e14035690ad49b0ae76"},
-    {file = "pytorch_lightning-2.2.2-py3-none-any.whl", hash = "sha256:28ca1e2d2dd7b99cbf6e250a990b0ae67e8a67b40af1595ed77c59761efac9e5"},
+    {file = "pytorch-lightning-2.2.4.tar.gz", hash = "sha256:525b04ebad9900c3e3c2a12b3b462fe4f61ebe11fdb694716c3209f05b9b0fa8"},
+    {file = "pytorch_lightning-2.2.4-py3-none-any.whl", hash = "sha256:fd91d47e983a2cd743c5c8c3c3795bbd0f3b69d24be2172a2f9012d930701ff2"},
 ]
 
 [package.dependencies]
@@ -5212,7 +5343,6 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
-    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -5263,99 +5393,99 @@ pyyaml = "*"
 
 [[package]]
 name = "pyzmq"
-version = "26.0.2"
+version = "26.0.3"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyzmq-26.0.2-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:1a60a03b01e8c9c58932ec0cca15b1712d911c2800eb82d4281bc1ae5b6dad50"},
-    {file = "pyzmq-26.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:949067079e14ea1973bd740255e0840118c163d4bce8837f539d749f145cf5c3"},
-    {file = "pyzmq-26.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37e7edfa6cf96d036a403775c96afa25058d1bb940a79786a9a2fc94a783abe3"},
-    {file = "pyzmq-26.0.2-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:903cc7a84a7d4326b43755c368780800e035aa3d711deae84a533fdffa8755b0"},
-    {file = "pyzmq-26.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6cb2e41af165e5f327d06fbdd79a42a4e930267fade4e9f92d17f3ccce03f3a7"},
-    {file = "pyzmq-26.0.2-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:55353b8189adcfc4c125fc4ce59d477744118e9c0ec379dd0999c5fa120ac4f5"},
-    {file = "pyzmq-26.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:f961423ff6236a752ced80057a20e623044df95924ed1009f844cde8b3a595f9"},
-    {file = "pyzmq-26.0.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:ba77fe84fe4f5f3dc0ef681a6d366685c8ffe1c8439c1d7530997b05ac06a04b"},
-    {file = "pyzmq-26.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:52589f0a745ef61b9c75c872cf91f8c1f7c0668eb3dd99d7abd639d8c0fb9ca7"},
-    {file = "pyzmq-26.0.2-cp310-cp310-win32.whl", hash = "sha256:b7b6d2a46c7afe2ad03ec8faf9967090c8ceae85c4d8934d17d7cae6f9062b64"},
-    {file = "pyzmq-26.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:86531e20de249d9204cc6d8b13d5a30537748c78820215161d8a3b9ea58ca111"},
-    {file = "pyzmq-26.0.2-cp310-cp310-win_arm64.whl", hash = "sha256:f26a05029ecd2bd306b941ff8cb80f7620b7901421052bc429d238305b1cbf2f"},
-    {file = "pyzmq-26.0.2-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:70770e296a9cb03d955540c99360aab861cbb3cba29516abbd106a15dbd91268"},
-    {file = "pyzmq-26.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2740fd7161b39e178554ebf21aa5667a1c9ef0cd2cb74298fd4ef017dae7aec4"},
-    {file = "pyzmq-26.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5e3706c32dea077faa42b1c92d825b7f86c866f72532d342e0be5e64d14d858"},
-    {file = "pyzmq-26.0.2-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0fa1416876194927f7723d6b7171b95e1115602967fc6bfccbc0d2d51d8ebae1"},
-    {file = "pyzmq-26.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ef9a79a48794099c57dc2df00340b5d47c5caa1792f9ddb8c7a26b1280bd575"},
-    {file = "pyzmq-26.0.2-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:1c60fcdfa3229aeee4291c5d60faed3a813b18bdadb86299c4bf49e8e51e8605"},
-    {file = "pyzmq-26.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e943c39c206b04df2eb5d71305761d7c3ca75fd49452115ea92db1b5b98dbdef"},
-    {file = "pyzmq-26.0.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:8da0ed8a598693731c76659880a668f4748b59158f26ed283a93f7f04d47447e"},
-    {file = "pyzmq-26.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7bf51970b11d67096bede97cdbad0f4333f7664f4708b9b2acb352bf4faa3140"},
-    {file = "pyzmq-26.0.2-cp311-cp311-win32.whl", hash = "sha256:6f8e6bd5d066be605faa9fe5ec10aa1a46ad9f18fc8646f2b9aaefc8fb575742"},
-    {file = "pyzmq-26.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:6d03da3a0ae691b361edcb39530075461202f699ce05adbb15055a0e1c9bcaa4"},
-    {file = "pyzmq-26.0.2-cp311-cp311-win_arm64.whl", hash = "sha256:f84e33321b68ff00b60e9dbd1a483e31ab6022c577c8de525b8e771bd274ce68"},
-    {file = "pyzmq-26.0.2-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:44c33ebd1c62a01db7fbc24e18bdda569d6639217d13d5929e986a2b0f69070d"},
-    {file = "pyzmq-26.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ac04f904b4fce4afea9cdccbb78e24d468cb610a839d5a698853e14e2a3f9ecf"},
-    {file = "pyzmq-26.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2133de5ba9adc5f481884ccb699eac9ce789708292945c05746880f95b241c0"},
-    {file = "pyzmq-26.0.2-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7753c67c570d7fc80c2dc59b90ca1196f1224e0e2e29a548980c95fe0fe27fc1"},
-    {file = "pyzmq-26.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d4e51632e6b12e65e8d9d7612446ecda2eda637a868afa7bce16270194650dd"},
-    {file = "pyzmq-26.0.2-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:d6c38806f6ecd0acf3104b8d7e76a206bcf56dadd6ce03720d2fa9d9157d5718"},
-    {file = "pyzmq-26.0.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:48f496bbe14686b51cec15406323ae6942851e14022efd7fc0e2ecd092c5982c"},
-    {file = "pyzmq-26.0.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:e84a3161149c75bb7a7dc8646384186c34033e286a67fec1ad1bdedea165e7f4"},
-    {file = "pyzmq-26.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:dabf796c67aa9f5a4fcc956d47f0d48b5c1ed288d628cf53aa1cf08e88654343"},
-    {file = "pyzmq-26.0.2-cp312-cp312-win32.whl", hash = "sha256:3eee4c676af1b109f708d80ef0cf57ecb8aaa5900d1edaf90406aea7e0e20e37"},
-    {file = "pyzmq-26.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:26721fec65846b3e4450dad050d67d31b017f97e67f7e0647b5f98aa47f828cf"},
-    {file = "pyzmq-26.0.2-cp312-cp312-win_arm64.whl", hash = "sha256:653955c6c233e90de128a1b8e882abc7216f41f44218056bd519969c8c413a15"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:becd8d8fb068fbb5a52096efd83a2d8e54354383f691781f53a4c26aee944542"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:7a15e5465e7083c12517209c9dd24722b25e9b63c49a563922922fc03554eb35"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e8158ac8616941f874841f9fa0f6d2f1466178c2ff91ea08353fdc19de0d40c2"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea2c6a53e28c7066ea7db86fcc0b71d78d01b818bb11d4a4341ec35059885295"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:bdbc7dab0b0e9c62c97b732899c4242e3282ba803bad668e03650b59b165466e"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:e74b6d5ef57bb65bf1b4a37453d8d86d88550dde3fb0f23b1f1a24e60c70af5b"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:ed4c6ee624ecbc77b18aeeb07bf0700d26571ab95b8f723f0d02e056b5bce438"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-win32.whl", hash = "sha256:8a98b3cb0484b83c19d8fb5524c8a469cd9f10e743f5904ac285d92678ee761f"},
-    {file = "pyzmq-26.0.2-cp37-cp37m-win_amd64.whl", hash = "sha256:aa5f95d71b6eca9cec28aa0a2f8310ea53dea313b63db74932879ff860c1fb8d"},
-    {file = "pyzmq-26.0.2-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:5ff56c76ce77b9805378a7a73032c17cbdb1a5b84faa1df03c5d3e306e5616df"},
-    {file = "pyzmq-26.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bab697fc1574fee4b81da955678708567c43c813c84c91074e452bda5346c921"},
-    {file = "pyzmq-26.0.2-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:0c0fed8aa9ba0488ee1cbdaa304deea92d52fab43d373297002cfcc69c0a20c5"},
-    {file = "pyzmq-26.0.2-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:606b922699fcec472ed814dda4dc3ff7c748254e0b26762a0ba21a726eb1c107"},
-    {file = "pyzmq-26.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45f0fd82bad4d199fa993fbf0ac586a7ac5879addbe436a35a389df7e0eb4c91"},
-    {file = "pyzmq-26.0.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:166c5e41045939a52c01e6f374e493d9a6a45dfe677360d3e7026e38c42e8906"},
-    {file = "pyzmq-26.0.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:d566e859e8b8d5bca08467c093061774924b3d78a5ba290e82735b2569edc84b"},
-    {file = "pyzmq-26.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:264ee0e72b72ca59279dc320deab5ae0fac0d97881aed1875ce4bde2e56ffde0"},
-    {file = "pyzmq-26.0.2-cp38-cp38-win32.whl", hash = "sha256:3152bbd3a4744cbdd83dfb210ed701838b8b0c9065cef14671d6d91df12197d0"},
-    {file = "pyzmq-26.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:bf77601d75ca692c179154b7e5943c286a4aaffec02c491afe05e60493ce95f2"},
-    {file = "pyzmq-26.0.2-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:c770a7545b3deca2db185b59175e710a820dd4ed43619f4c02e90b0e227c6252"},
-    {file = "pyzmq-26.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d47175f0a380bfd051726bc5c0054036ae4a5d8caf922c62c8a172ccd95c1a2a"},
-    {file = "pyzmq-26.0.2-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:9bce298c1ce077837e110367c321285dc4246b531cde1abfc27e4a5bbe2bed4d"},
-    {file = "pyzmq-26.0.2-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c40b09b7e184d6e3e1be1c8af2cc320c0f9f610d8a5df3dd866e6e6e4e32b235"},
-    {file = "pyzmq-26.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d420d856bf728713874cefb911398efe69e1577835851dd297a308a78c14c249"},
-    {file = "pyzmq-26.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d792d3cab987058451e55c70c5926e93e2ceb68ca5a2334863bb903eb860c9cb"},
-    {file = "pyzmq-26.0.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:83ec17729cf6d3464dab98a11e98294fcd50e6b17eaabd3d841515c23f6dbd3a"},
-    {file = "pyzmq-26.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:47c17d5ebfa88ae90f08960c97b49917098665b8cd8be31f2c24e177bcf37a0f"},
-    {file = "pyzmq-26.0.2-cp39-cp39-win32.whl", hash = "sha256:d509685d1cd1d018705a811c5f9d5bc237790936ead6d06f6558b77e16cc7235"},
-    {file = "pyzmq-26.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:c7cc8cc009e8f6989a6d86c96f87dae5f5fb07d6c96916cdc7719d546152c7db"},
-    {file = "pyzmq-26.0.2-cp39-cp39-win_arm64.whl", hash = "sha256:3ada31cb879cd7532f4a85b501f4255c747d4813ab76b35c49ed510ce4865b45"},
-    {file = "pyzmq-26.0.2-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0a6ceaddc830dd3ca86cb8451cf373d1f05215368e11834538c2902ed5205139"},
-    {file = "pyzmq-26.0.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a967681463aa7a99eb9a62bb18229b653b45c10ff0947b31cc0837a83dfb86f"},
-    {file = "pyzmq-26.0.2-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6472a73bc115bc40a2076609a90894775abe6faf19a78375675a2f889a613071"},
-    {file = "pyzmq-26.0.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d6aea92bcccfe5e5524d3c70a6f16ffdae548390ddad26f4207d55c55a40593"},
-    {file = "pyzmq-26.0.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e025f6351e49d48a5aa2f5a09293aa769b0ee7369c25bed551647234b7fa0c75"},
-    {file = "pyzmq-26.0.2-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:40bd7ebe4dbb37d27f0c56e2a844f360239343a99be422085e13e97da13f73f9"},
-    {file = "pyzmq-26.0.2-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:1dd40d586ad6f53764104df6e01810fe1b4e88fd353774629a5e6fe253813f79"},
-    {file = "pyzmq-26.0.2-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f2aca15e9ad8c8657b5b3d7ae3d1724dc8c1c1059c06b4b674c3aa36305f4930"},
-    {file = "pyzmq-26.0.2-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:450ec234736732eb0ebeffdb95a352450d4592f12c3e087e2a9183386d22c8bf"},
-    {file = "pyzmq-26.0.2-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:f43be2bebbd09360a2f23af83b243dc25ffe7b583ea8c722e6df03e03a55f02f"},
-    {file = "pyzmq-26.0.2-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:867f55e54aff254940bcec5eec068e7c0ac1e6bf360ab91479394a8bf356b0e6"},
-    {file = "pyzmq-26.0.2-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:b4dbc033c5ad46f8c429bf238c25a889b8c1d86bfe23a74e1031a991cb3f0000"},
-    {file = "pyzmq-26.0.2-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6e8dd2961462e337e21092ec2da0c69d814dcb1b6e892955a37444a425e9cfb8"},
-    {file = "pyzmq-26.0.2-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35391e72df6c14a09b697c7b94384947c1dd326aca883ff98ff137acdf586c33"},
-    {file = "pyzmq-26.0.2-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:1c3d3c92fa54eda94ab369ca5b8d35059987c326ba5e55326eb068862f64b1fc"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e7aa61a9cc4f0523373e31fc9255bf4567185a099f85ca3598e64de484da3ab2"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee53a8191271f144cc20b12c19daa9f1546adc84a2f33839e3338039b55c373c"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ac60a980f07fa988983f7bfe6404ef3f1e4303f5288a01713bc1266df6d18783"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:88896b1b4817d7b2fe1ec7205c4bbe07bf5d92fb249bf2d226ddea8761996068"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:18dfffe23751edee917764ffa133d5d3fef28dfd1cf3adebef8c90bc854c74c4"},
-    {file = "pyzmq-26.0.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:6926dd14cfe6967d3322640b6d5c3c3039db71716a5e43cca6e3b474e73e0b36"},
-    {file = "pyzmq-26.0.2.tar.gz", hash = "sha256:f0f9bb370449158359bb72a3e12c658327670c0ffe6fbcd1af083152b64f9df0"},
+    {file = "pyzmq-26.0.3-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:44dd6fc3034f1eaa72ece33588867df9e006a7303725a12d64c3dff92330f625"},
+    {file = "pyzmq-26.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:acb704195a71ac5ea5ecf2811c9ee19ecdc62b91878528302dd0be1b9451cc90"},
+    {file = "pyzmq-26.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5dbb9c997932473a27afa93954bb77a9f9b786b4ccf718d903f35da3232317de"},
+    {file = "pyzmq-26.0.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6bcb34f869d431799c3ee7d516554797f7760cb2198ecaa89c3f176f72d062be"},
+    {file = "pyzmq-26.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:38ece17ec5f20d7d9b442e5174ae9f020365d01ba7c112205a4d59cf19dc38ee"},
+    {file = "pyzmq-26.0.3-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:ba6e5e6588e49139a0979d03a7deb9c734bde647b9a8808f26acf9c547cab1bf"},
+    {file = "pyzmq-26.0.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:3bf8b000a4e2967e6dfdd8656cd0757d18c7e5ce3d16339e550bd462f4857e59"},
+    {file = "pyzmq-26.0.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:2136f64fbb86451dbbf70223635a468272dd20075f988a102bf8a3f194a411dc"},
+    {file = "pyzmq-26.0.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e8918973fbd34e7814f59143c5f600ecd38b8038161239fd1a3d33d5817a38b8"},
+    {file = "pyzmq-26.0.3-cp310-cp310-win32.whl", hash = "sha256:0aaf982e68a7ac284377d051c742610220fd06d330dcd4c4dbb4cdd77c22a537"},
+    {file = "pyzmq-26.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:f1a9b7d00fdf60b4039f4455afd031fe85ee8305b019334b72dcf73c567edc47"},
+    {file = "pyzmq-26.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:80b12f25d805a919d53efc0a5ad7c0c0326f13b4eae981a5d7b7cc343318ebb7"},
+    {file = "pyzmq-26.0.3-cp311-cp311-macosx_10_15_universal2.whl", hash = "sha256:a72a84570f84c374b4c287183debc776dc319d3e8ce6b6a0041ce2e400de3f32"},
+    {file = "pyzmq-26.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7ca684ee649b55fd8f378127ac8462fb6c85f251c2fb027eb3c887e8ee347bcd"},
+    {file = "pyzmq-26.0.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e222562dc0f38571c8b1ffdae9d7adb866363134299264a1958d077800b193b7"},
+    {file = "pyzmq-26.0.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f17cde1db0754c35a91ac00b22b25c11da6eec5746431d6e5092f0cd31a3fea9"},
+    {file = "pyzmq-26.0.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b7c0c0b3244bb2275abe255d4a30c050d541c6cb18b870975553f1fb6f37527"},
+    {file = "pyzmq-26.0.3-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:ac97a21de3712afe6a6c071abfad40a6224fd14fa6ff0ff8d0c6e6cd4e2f807a"},
+    {file = "pyzmq-26.0.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:88b88282e55fa39dd556d7fc04160bcf39dea015f78e0cecec8ff4f06c1fc2b5"},
+    {file = "pyzmq-26.0.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:72b67f966b57dbd18dcc7efbc1c7fc9f5f983e572db1877081f075004614fcdd"},
+    {file = "pyzmq-26.0.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:f4b6cecbbf3b7380f3b61de3a7b93cb721125dc125c854c14ddc91225ba52f83"},
+    {file = "pyzmq-26.0.3-cp311-cp311-win32.whl", hash = "sha256:eed56b6a39216d31ff8cd2f1d048b5bf1700e4b32a01b14379c3b6dde9ce3aa3"},
+    {file = "pyzmq-26.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:3191d312c73e3cfd0f0afdf51df8405aafeb0bad71e7ed8f68b24b63c4f36500"},
+    {file = "pyzmq-26.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:b6907da3017ef55139cf0e417c5123a84c7332520e73a6902ff1f79046cd3b94"},
+    {file = "pyzmq-26.0.3-cp312-cp312-macosx_10_15_universal2.whl", hash = "sha256:068ca17214038ae986d68f4a7021f97e187ed278ab6dccb79f837d765a54d753"},
+    {file = "pyzmq-26.0.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:7821d44fe07335bea256b9f1f41474a642ca55fa671dfd9f00af8d68a920c2d4"},
+    {file = "pyzmq-26.0.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eeb438a26d87c123bb318e5f2b3d86a36060b01f22fbdffd8cf247d52f7c9a2b"},
+    {file = "pyzmq-26.0.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:69ea9d6d9baa25a4dc9cef5e2b77b8537827b122214f210dd925132e34ae9b12"},
+    {file = "pyzmq-26.0.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7daa3e1369355766dea11f1d8ef829905c3b9da886ea3152788dc25ee6079e02"},
+    {file = "pyzmq-26.0.3-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:6ca7a9a06b52d0e38ccf6bca1aeff7be178917893f3883f37b75589d42c4ac20"},
+    {file = "pyzmq-26.0.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:1b7d0e124948daa4d9686d421ef5087c0516bc6179fdcf8828b8444f8e461a77"},
+    {file = "pyzmq-26.0.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:e746524418b70f38550f2190eeee834db8850088c834d4c8406fbb9bc1ae10b2"},
+    {file = "pyzmq-26.0.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:6b3146f9ae6af82c47a5282ac8803523d381b3b21caeae0327ed2f7ecb718798"},
+    {file = "pyzmq-26.0.3-cp312-cp312-win32.whl", hash = "sha256:2b291d1230845871c00c8462c50565a9cd6026fe1228e77ca934470bb7d70ea0"},
+    {file = "pyzmq-26.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:926838a535c2c1ea21c903f909a9a54e675c2126728c21381a94ddf37c3cbddf"},
+    {file = "pyzmq-26.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:5bf6c237f8c681dfb91b17f8435b2735951f0d1fad10cc5dfd96db110243370b"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:0c0991f5a96a8e620f7691e61178cd8f457b49e17b7d9cfa2067e2a0a89fc1d5"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:dbf012d8fcb9f2cf0643b65df3b355fdd74fc0035d70bb5c845e9e30a3a4654b"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:01fbfbeb8249a68d257f601deb50c70c929dc2dfe683b754659569e502fbd3aa"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c8eb19abe87029c18f226d42b8a2c9efdd139d08f8bf6e085dd9075446db450"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:5344b896e79800af86ad643408ca9aa303a017f6ebff8cee5a3163c1e9aec987"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:204e0f176fd1d067671157d049466869b3ae1fc51e354708b0dc41cf94e23a3a"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:a42db008d58530efa3b881eeee4991146de0b790e095f7ae43ba5cc612decbc5"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-win32.whl", hash = "sha256:8d7a498671ca87e32b54cb47c82a92b40130a26c5197d392720a1bce1b3c77cf"},
+    {file = "pyzmq-26.0.3-cp37-cp37m-win_amd64.whl", hash = "sha256:3b4032a96410bdc760061b14ed6a33613ffb7f702181ba999df5d16fb96ba16a"},
+    {file = "pyzmq-26.0.3-cp38-cp38-macosx_10_15_universal2.whl", hash = "sha256:2cc4e280098c1b192c42a849de8de2c8e0f3a84086a76ec5b07bfee29bda7d18"},
+    {file = "pyzmq-26.0.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5bde86a2ed3ce587fa2b207424ce15b9a83a9fa14422dcc1c5356a13aed3df9d"},
+    {file = "pyzmq-26.0.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:34106f68e20e6ff253c9f596ea50397dbd8699828d55e8fa18bd4323d8d966e6"},
+    {file = "pyzmq-26.0.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ebbbd0e728af5db9b04e56389e2299a57ea8b9dd15c9759153ee2455b32be6ad"},
+    {file = "pyzmq-26.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f6b1d1c631e5940cac5a0b22c5379c86e8df6a4ec277c7a856b714021ab6cfad"},
+    {file = "pyzmq-26.0.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e891ce81edd463b3b4c3b885c5603c00141151dd9c6936d98a680c8c72fe5c67"},
+    {file = "pyzmq-26.0.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:9b273ecfbc590a1b98f014ae41e5cf723932f3b53ba9367cfb676f838038b32c"},
+    {file = "pyzmq-26.0.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b32bff85fb02a75ea0b68f21e2412255b5731f3f389ed9aecc13a6752f58ac97"},
+    {file = "pyzmq-26.0.3-cp38-cp38-win32.whl", hash = "sha256:f6c21c00478a7bea93caaaef9e7629145d4153b15a8653e8bb4609d4bc70dbfc"},
+    {file = "pyzmq-26.0.3-cp38-cp38-win_amd64.whl", hash = "sha256:3401613148d93ef0fd9aabdbddb212de3db7a4475367f49f590c837355343972"},
+    {file = "pyzmq-26.0.3-cp39-cp39-macosx_10_15_universal2.whl", hash = "sha256:2ed8357f4c6e0daa4f3baf31832df8a33334e0fe5b020a61bc8b345a3db7a606"},
+    {file = "pyzmq-26.0.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c1c8f2a2ca45292084c75bb6d3a25545cff0ed931ed228d3a1810ae3758f975f"},
+    {file = "pyzmq-26.0.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:b63731993cdddcc8e087c64e9cf003f909262b359110070183d7f3025d1c56b5"},
+    {file = "pyzmq-26.0.3-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b3cd31f859b662ac5d7f4226ec7d8bd60384fa037fc02aee6ff0b53ba29a3ba8"},
+    {file = "pyzmq-26.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:115f8359402fa527cf47708d6f8a0f8234f0e9ca0cab7c18c9c189c194dbf620"},
+    {file = "pyzmq-26.0.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:715bdf952b9533ba13dfcf1f431a8f49e63cecc31d91d007bc1deb914f47d0e4"},
+    {file = "pyzmq-26.0.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:e1258c639e00bf5e8a522fec6c3eaa3e30cf1c23a2f21a586be7e04d50c9acab"},
+    {file = "pyzmq-26.0.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:15c59e780be8f30a60816a9adab900c12a58d79c1ac742b4a8df044ab2a6d920"},
+    {file = "pyzmq-26.0.3-cp39-cp39-win32.whl", hash = "sha256:d0cdde3c78d8ab5b46595054e5def32a755fc028685add5ddc7403e9f6de9879"},
+    {file = "pyzmq-26.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:ce828058d482ef860746bf532822842e0ff484e27f540ef5c813d516dd8896d2"},
+    {file = "pyzmq-26.0.3-cp39-cp39-win_arm64.whl", hash = "sha256:788f15721c64109cf720791714dc14afd0f449d63f3a5487724f024345067381"},
+    {file = "pyzmq-26.0.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2c18645ef6294d99b256806e34653e86236eb266278c8ec8112622b61db255de"},
+    {file = "pyzmq-26.0.3-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7e6bc96ebe49604df3ec2c6389cc3876cabe475e6bfc84ced1bf4e630662cb35"},
+    {file = "pyzmq-26.0.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:971e8990c5cc4ddcff26e149398fc7b0f6a042306e82500f5e8db3b10ce69f84"},
+    {file = "pyzmq-26.0.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8416c23161abd94cc7da80c734ad7c9f5dbebdadfdaa77dad78244457448223"},
+    {file = "pyzmq-26.0.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:082a2988364b60bb5de809373098361cf1dbb239623e39e46cb18bc035ed9c0c"},
+    {file = "pyzmq-26.0.3-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:d57dfbf9737763b3a60d26e6800e02e04284926329aee8fb01049635e957fe81"},
+    {file = "pyzmq-26.0.3-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:77a85dca4c2430ac04dc2a2185c2deb3858a34fe7f403d0a946fa56970cf60a1"},
+    {file = "pyzmq-26.0.3-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4c82a6d952a1d555bf4be42b6532927d2a5686dd3c3e280e5f63225ab47ac1f5"},
+    {file = "pyzmq-26.0.3-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4496b1282c70c442809fc1b151977c3d967bfb33e4e17cedbf226d97de18f709"},
+    {file = "pyzmq-26.0.3-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:e4946d6bdb7ba972dfda282f9127e5756d4f299028b1566d1245fa0d438847e6"},
+    {file = "pyzmq-26.0.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:03c0ae165e700364b266876d712acb1ac02693acd920afa67da2ebb91a0b3c09"},
+    {file = "pyzmq-26.0.3-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:3e3070e680f79887d60feeda051a58d0ac36622e1759f305a41059eff62c6da7"},
+    {file = "pyzmq-26.0.3-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6ca08b840fe95d1c2bd9ab92dac5685f949fc6f9ae820ec16193e5ddf603c3b2"},
+    {file = "pyzmq-26.0.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e76654e9dbfb835b3518f9938e565c7806976c07b37c33526b574cc1a1050480"},
+    {file = "pyzmq-26.0.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:871587bdadd1075b112e697173e946a07d722459d20716ceb3d1bd6c64bd08ce"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:d0a2d1bd63a4ad79483049b26514e70fa618ce6115220da9efdff63688808b17"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0270b49b6847f0d106d64b5086e9ad5dc8a902413b5dbbb15d12b60f9c1747a4"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:703c60b9910488d3d0954ca585c34f541e506a091a41930e663a098d3b794c67"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:74423631b6be371edfbf7eabb02ab995c2563fee60a80a30829176842e71722a"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:4adfbb5451196842a88fda3612e2c0414134874bffb1c2ce83ab4242ec9e027d"},
+    {file = "pyzmq-26.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3516119f4f9b8671083a70b6afaa0a070f5683e431ab3dc26e9215620d7ca1ad"},
+    {file = "pyzmq-26.0.3.tar.gz", hash = "sha256:dba7d9f2e047dfa2bca3b01f4f84aa5246725203d6284e3790f2ca15fba6b40a"},
 ]
 
 [package.dependencies]
@@ -5363,13 +5493,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.5.1"
+version = "5.5.2"
 description = "Jupyter Qt console"
 optional = true
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "qtconsole-5.5.1-py3-none-any.whl", hash = "sha256:8c75fa3e9b4ed884880ff7cea90a1b67451219279ec33deaee1d59e3df1a5d2b"},
-    {file = "qtconsole-5.5.1.tar.gz", hash = "sha256:a0e806c6951db9490628e4df80caec9669b65149c7ba40f9bf033c025a5b56bc"},
+    {file = "qtconsole-5.5.2-py3-none-any.whl", hash = "sha256:42d745f3d05d36240244a04e1e1ec2a86d5d9b6edb16dbdef582ccb629e87e0b"},
+    {file = "qtconsole-5.5.2.tar.gz", hash = "sha256:6b5fb11274b297463706af84dcbbd5c92273b1f619e6d25d08874b0a88516989"},
 ]
 
 [package.dependencies]
@@ -5405,101 +5535,101 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "rapidfuzz"
-version = "3.8.1"
+version = "3.9.0"
 description = "rapid fuzzy string matching"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "rapidfuzz-3.8.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1b176f01490b48337183da5b4223005bc0c2354a4faee5118917d2fba0bedc1c"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0798e32304b8009d215026bf7e1c448f1831da0a03987b7de30059a41bee92f3"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ad4dbd06c1f579eb043b2dcfc635bc6c9fb858240a70f0abd3bed84d8ac79994"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e6ec696a268e8d730b42711537e500f7397afc06125c0e8fa9c8211386d315a5"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2a8a007fdc5cf646e48e361a39eabe725b93af7673c5ab90294e551cae72ff58"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:68b185a0397aebe78bcc5d0e1efd96509d4e2f3c4a05996e5c843732f547e9ef"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:267ff42370e031195e3020fff075420c136b69dc918ecb5542ec75c1e36af81f"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:987cd277d27d14301019fdf61c17524f6127f5d364be5482228726049d8e0d10"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:bc5a1ec3bd05b55d3070d557c0cdd4412272d51b4966c79aa3e9da207bd33d65"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:aa223c73c59cc45c12eaa9c439318084003beced0447ff92b578a890288e19eb"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:d4276c7ee061db0bac54846933b40339f60085523675f917f37de24a4b3ce0ee"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:2ba0e43e9a94d256a704a674c7010e6f8ef9225edf7287cf3e7f66c9894b06cd"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c22b32a57ab47afb207e8fe4bd7bb58c90f9291a63723cafd4e704742166e368"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-win32.whl", hash = "sha256:50db3867864422bf6a6435ea65b9ac9de71ef52ed1e05d62f498cd430189eece"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:bca5acf77508d1822023a85118c2dd8d3c16abdd56d2762359a46deb14daa5e0"},
-    {file = "rapidfuzz-3.8.1-cp310-cp310-win_arm64.whl", hash = "sha256:c763d99cf087e7b2c5be0cf34ae9a0e1b031f5057d2341a0a0ed782458645b7e"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:30c282612b7ebf2d7646ebebfd98dd308c582246a94d576734e4b0162f57baf4"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2c6a43446f0cd8ff347b1fbb918dc0d657bebf484ddfa960ee069e422a477428"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4969fe0eb179aedacee53ca8f8f1be3c655964a6d62db30f247fee444b9c52b4"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:799f5f221d639d1c2ed8a2348d1edf5e22aa489b58b2cc99f5bf0c1917e2d0f2"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e62bde7d5df3312acc528786ee801c472cae5078b1f1e42761c853ba7fe1072a"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9ea3d2e41d8fac71cb63ee72f75bee0ed1e9c50709d4c58587f15437761c1858"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6f34a541895627c2bc9ef7757f16f02428a08d960d33208adfb96b33338d0945"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0643a25937fafe8d117f2907606e9940cd1cc905c66f16ece9ab93128299994"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:63044a7b6791a2e945dce9d812a6886e93159deb0464984eb403617ded257f08"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:bbc15985c5658691f637a6b97651771147744edfad2a4be56b8a06755e3932fa"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:48b6e5a337a814aec7c6dda5d6460f947c9330860615301f35b519e16dde3c77"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:8c40da44ca20235cda05751d6e828b6b348e7a7c5de2922fa0f9c63f564fd675"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c21d5c7cfa6078c79897e5e482a7e84ff927143d2f3fb020dd6edd27f5469574"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-win32.whl", hash = "sha256:209bb712c448cdec4def6260b9f059bd4681ec61a01568f5e70e37bfe9efe830"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-win_amd64.whl", hash = "sha256:6f7641992de44ec2ca54102422be44a8e3fb75b9690ccd74fff72b9ac7fc00ee"},
-    {file = "rapidfuzz-3.8.1-cp311-cp311-win_arm64.whl", hash = "sha256:c458085e067c766112f089f78ce39eab2b69ba027d7bbb11d067a0b085774367"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:1905d9319a97bed29f21584ca641190dbc9218a556202b77876f1e37618d2e03"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f176867f438ff2a43e6a837930153ca78fddb3ca94e378603a1e7b860d7869bf"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:25498650e30122f4a5ad6b27c7614b4af8628c1d32b19d406410d33f77a86c80"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16153a97efacadbd693ccc612a3285df2f072fd07c121f30c2c135a709537075"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1c0264d03dcee1bb975975b77c2fe041820fb4d4a25a99e3cb74ddd083d671ca"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:17d79398849c1244f646425cf31d856eab9ebd67b7d6571273e53df724ca817e"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8e08b01dc9369941a24d7e512b0d81bf514e7d6add1b93d8aeec3c8fa08a824e"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97c13f156f14f10667e1cfc4257069b775440ce005e896c09ce3aff21c9ae665"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:8b76abfec195bf1ee6f9ec56c33ba5e9615ff2d0a9530a54001ed87e5a6ced3b"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:b0ba20be465566264fa5580d874ccf5eabba6975dba45857e2c76e2df3359c6d"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:4d5cd86aca3f12e73bfc70015db7e8fc44122da03aa3761138b95112e83f66e4"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:9a16ef3702cecf16056c5fd66398b7ea8622ff4e3afeb00a8db3e74427e850af"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:392582aa784737d95255ca122ebe7dca3c774da900d100c07b53d32cd221a60e"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-win32.whl", hash = "sha256:ceb10039e7346927cec47eaa490b34abb602b537e738ee9914bb41b8de029fbc"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-win_amd64.whl", hash = "sha256:cc4af7090a626c902c48db9b5d786c1faa0d8e141571e8a63a5350419ea575bd"},
-    {file = "rapidfuzz-3.8.1-cp312-cp312-win_arm64.whl", hash = "sha256:3aff3b829b0b04bdf78bd780ec9faf5f26eac3591df98c35a0ae216c925ae436"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:78a0d2a11bb3936463609777c6d6d4984a27ebb2360b58339c699899d85db036"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f8af980695b866255447703bf634551e67e1a4e1c2d2d26501858d9233d886d7"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:d1a15fef1938b43468002f2d81012dbc9e7b50eb8533af202b0559c2dc7865d9"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c4dbb1ebc9a811f38da33f32ed2bb5f58b149289b89eb11e384519e9ba7ca881"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:41219536634bd6f85419f38450ef080cfb519638125d805cf8626443e677dc61"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e3f882110f2f4894942e314451773c47e8b1b4920b5ea2b6dd2e2d4079dd3135"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c754ce1fab41b731259f100d5d46529a38aa2c9b683c92aeb7e96ef5b2898cd8"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:718ea99f84b16c4bdbf6a93e53552cdccefa18e12ff9a02c5041e621460e2e61"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9441aca94b21f7349cdb231cd0ce9ca251b2355836e8a02bf6ccbea5b442d7a9"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:90167a48de3ed7f062058826608a80242b8561d0fb0cce2c610d741624811a61"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:8e02425bfc7ebed617323a674974b70eaecd8f07b64a7d16e0bf3e766b93e3c9"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:d48657a404fab82b2754faa813a10c5ad6aa594cb1829dca168a49438b61b4ec"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:6f8b62fdccc429e6643cefffd5df9c7bca65588d06e8925b78014ad9ad983bf5"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-win32.whl", hash = "sha256:63db612bb6da1bb9f6aa7412739f0e714b1910ec07bc675943044fe683ef192c"},
-    {file = "rapidfuzz-3.8.1-cp38-cp38-win_amd64.whl", hash = "sha256:bb571dbd4cc93342be0ba632f0b8d7de4cbd9d959d76371d33716d2216090d41"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:b27cea618601ca5032ea98ee116ca6e0fe67be7b286bcb0b9f956d64db697472"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:1d5592b08e3cadc9e06ef3af6a9d66b6ef1bf871ed5acd7f9b1e162d78806a65"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:58999b21d01dd353f49511a61937eac20c7a5b22eab87612063947081855d85f"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a2ee3909f611cc5860cc8d9f92d039fd84241ce7360b49ea88e657181d2b45f6"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00b5ee47b387fa3805f4038362a085ec58149135dc5bc640ca315a9893a16f9e"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e4c647795c5b901091a68e210c76b769af70a33a8624ac496ac3e34d33366c0d"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:77ea62879932b32aba77ab23a9296390a67d024bf2f048dee99143be80a4ce26"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3fee62ae76e3b8b9fff8aa2ca4061575ee358927ffbdb2919a8c84a98da59f78"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:231dc1cb63b1c8dd78c0597aa3ad3749a86a2b7e76af295dd81609522699a558"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:827ddf2d5d157ac3d1001b52e84c9e20366237a742946599ffc435af7fdd26d0"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:c04ef83c9ca3162d200df36e933b3ea0327a2626cee2e01bbe55acbc004ce261"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:747265f39978bbaad356f5c6b6c808f0e8f5e8994875af0119b82b4700c55387"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:14791324f0c753f5a0918df1249b91515f5ddc16281fbaa5ec48bff8fa659229"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-win32.whl", hash = "sha256:b7b9cbc60e3eb08da6d18636c62c6eb6206cd9d0c7ad73996f7a1df3fc415b27"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:2084193fd8fd346db496a2220363437eb9370a06d1d5a7a9dba00a64390c6a28"},
-    {file = "rapidfuzz-3.8.1-cp39-cp39-win_arm64.whl", hash = "sha256:c9597a05d08e8103ad59ebdf29e3fbffb0d0dbf3b641f102cfbeadc3a77bde51"},
-    {file = "rapidfuzz-3.8.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5f4174079dfe8ed1f13ece9bde7660f19f98ab17e0c0d002d90cc845c3a7e238"},
-    {file = "rapidfuzz-3.8.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:07d7d4a3c49a15146d65f06e44d7545628ca0437c929684e32ef122852f44d95"},
-    {file = "rapidfuzz-3.8.1-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1ef119fc127c982053fb9ec638dcc3277f83b034b5972eb05941984b9ec4a290"},
-    {file = "rapidfuzz-3.8.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8e57f9c2367706a320b78e91f8bf9a3b03bf9069464eb7b54455fa340d03e4c"},
-    {file = "rapidfuzz-3.8.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:6d4f1956fe1fc618e34ac79a6ed84fff5a6f23e41a8a476dd3e8570f0b12f02b"},
-    {file = "rapidfuzz-3.8.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:313bdcd16e9cd5e5568b4a31d18a631f0b04cc10a3fd916e4ef75b713e6f177e"},
-    {file = "rapidfuzz-3.8.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a02def2eb526cc934d2125533cf2f15aa71c72ed4397afca38427ab047901e88"},
-    {file = "rapidfuzz-3.8.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f9d5d924970b07128c61c08eebee718686f4bd9838ef712a50468169520c953f"},
-    {file = "rapidfuzz-3.8.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1edafc0a2737df277d3ddf401f3a73f76e246b7502762c94a3916453ae67e9b1"},
-    {file = "rapidfuzz-3.8.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:81fd28389bedab28251f0535b3c034b0e63a618efc3ff1d338c81a3da723adb3"},
-    {file = "rapidfuzz-3.8.1.tar.gz", hash = "sha256:a357aae6791118011ad3ab4f2a4aa7bd7a487e5f9981b390e9f3c2c5137ecadf"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bd375c4830fee11d502dd93ecadef63c137ae88e1aaa29cc15031fa66d1e0abb"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:55e2c5076f38fc1dbaacb95fa026a3e409eee6ea5ac4016d44fb30e4cad42b20"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:488f74126904db6b1bea545c2f3567ea882099f4c13f46012fe8f4b990c683df"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3f2d1ea7cd57dfcd34821e38b4924c80a31bcf8067201b1ab07386996a9faee"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b11e602987bcb4ea22b44178851f27406fca59b0836298d0beb009b504dba266"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3083512e9bf6ed2bb3d25883922974f55e21ae7f8e9f4e298634691ae1aee583"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b33c6d4b3a1190bc0b6c158c3981535f9434e8ed9ffa40cf5586d66c1819fb4b"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dcb95fde22f98e6d0480db8d6038c45fe2d18a338690e6f9bba9b82323f3469"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:08d8b49b3a4fb8572e480e73fcddc750da9cbb8696752ee12cca4bf8c8220d52"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e721842e6b601ebbeb8cc5e12c75bbdd1d9e9561ea932f2f844c418c31256e82"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:7988363b3a415c5194ce1a68d380629247f8713e669ad81db7548eb156c4f365"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:2d267d4c982ab7d177e994ab1f31b98ff3814f6791b90d35dda38307b9e7c989"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0bb28ab5300cf974c7eb68ea21125c493e74b35b1129e629533468b2064ae0a2"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-win32.whl", hash = "sha256:1b1f74997b6d94d66375479fa55f70b1c18e4d865d7afcd13f0785bfd40a9d3c"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:c56d2efdfaa1c642029f3a7a5bb76085c5531f7a530777be98232d2ce142553c"},
+    {file = "rapidfuzz-3.9.0-cp310-cp310-win_arm64.whl", hash = "sha256:6a83128d505cac76ea560bb9afcb3f6986e14e50a6f467db9a31faef4bd9b347"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e2218d62ab63f3c5ad48eced898854d0c2c327a48f0fb02e2288d7e5332a22c8"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:36bf35df2d6c7d5820da20a6720aee34f67c15cd2daf8cf92e8141995c640c25"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:905b01a9b633394ff6bb5ebb1c5fd660e0e180c03fcf9d90199cc6ed74b87cf7"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33cfabcb7fd994938a6a08e641613ce5fe46757832edc789c6a5602e7933d6fa"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1179dcd3d150a67b8a678cd9c84f3baff7413ff13c9e8fe85e52a16c97e24c9b"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:47d97e28c42f1efb7781993b67c749223f198f6653ef177a0c8f2b1c516efcaf"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28da953eb2ef9ad527e536022da7afff6ace7126cdd6f3e21ac20f8762e76d2c"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:182b4e11de928fb4834e8f8b5ecd971b5b10a86fabe8636ab65d3a9b7e0e9ca7"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c74f2da334ce597f31670db574766ddeaee5d9430c2c00e28d0fbb7f76172036"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:014ac55b03f4074f903248ded181f3000f4cdbd134e6155cbf643f0eceb4f70f"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:c4ef34b2ddbf448f1d644b4ec6475df8bbe5b9d0fee173ff2e87322a151663bd"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:fc02157f521af15143fae88f92ef3ddcc4e0cff05c40153a9549dc0fbdb9adb3"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:ff08081c49b18ba253a99e6a47f492e6ee8019e19bbb6ddc3ed360cd3ecb2f62"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-win32.whl", hash = "sha256:b9bf90b3d96925cbf8ef44e5ee3cf39ef0c422f12d40f7a497e91febec546650"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:d5d5684f54d82d9b0cf0b2701e55a630527a9c3dd5ddcf7a2e726a475ac238f2"},
+    {file = "rapidfuzz-3.9.0-cp311-cp311-win_arm64.whl", hash = "sha256:a2de844e0e971d7bd8aa41284627dbeacc90e750b90acfb016836553c7a63192"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:f81fe99a69ac8ee3fd905e70c62f3af033901aeb60b69317d1d43d547b46e510"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:633b9d03fc04abc585c197104b1d0af04b1f1db1abc99f674d871224cd15557a"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ab872cb57ae97c54ba7c71a9e3c9552beb57cb907c789b726895576d1ea9af6f"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bdd8c15c3a14e409507fdf0c0434ec481d85c6cbeec8bdcd342a8cd1eda03825"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2444d8155d9846f206e2079bb355b85f365d9457480b0d71677a112d0a7f7128"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f83bd3d01f04061c3660742dc85143a89d49fd23eb31eccbf60ad56c4b955617"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ca799f882364e69d0872619afb19efa3652b7133c18352e4a3d86a324fb2bb1"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6993d361f28b9ef5f0fa4e79b8541c2f3507be7471b9f9cb403a255e123b31e1"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:170822a1b1719f02b58e3dce194c8ad7d4c5b39be38c0fdec603bd19c6f9cf81"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:0e86e39c1c1a0816ceda836e6f7bd3743b930cbc51a43a81bb433b552f203f25"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:731269812ea837e0b93d913648e404736407408e33a00b75741e8f27c590caa2"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:8e5ff882d3a3d081157ceba7e0ebc7fac775f95b08cbb143accd4cece6043819"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2003071aa633477a01509890c895f9ef56cf3f2eaa72c7ec0b567f743c1abcba"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-win32.whl", hash = "sha256:13857f9070600ea1f940749f123b02d0b027afbaa45e72186df0f278915761d0"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:134b7098ac109834eeea81424b6822f33c4c52bf80b81508295611e7a21be12a"},
+    {file = "rapidfuzz-3.9.0-cp312-cp312-win_arm64.whl", hash = "sha256:2a96209f046fe328be30fc43f06e3d4b91f0d5b74e9dcd627dbfd65890fa4a5e"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:544b0bf9d17170720809918e9ccd0d482d4a3a6eca35630d8e1459f737f71755"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1d536f8beb8dd82d6efb20fe9f82c2cfab9ffa0384b5d184327e393a4edde91d"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:30f7609da871510583f87484a10820b26555a473a90ab356cdda2f3b4456256c"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3f4a2468432a1db491af6f547fad8f6d55fa03e57265c2f20e5eaceb68c7907e"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:11a7ec4676242c8a430509cff42ce98bca2fbe30188a63d0f60fdcbfd7e84970"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dcb523243e988c849cf81220164ec3bbed378a699e595a8914fffe80596dc49f"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4eea3bf72c4fe68e957526ffd6bcbb403a21baa6b3344aaae2d3252313df6199"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4514980a5d204c076dd5b756960f6b1b7598f030009456e6109d76c4c331d03c"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9a06a99f1335fe43464d7121bc6540de7cd9c9475ac2025babb373fe7f27846b"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6c1ed63345d1581c39d4446b1a8c8f550709656ce2a3c88c47850b258167f3c2"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:cd2e6e97daf17ebb3254285cf8dd86c60d56d6cf35c67f0f9a557ef26bd66290"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:9bc0f7e6256a9c668482c41c8a3de5d0aa12e8ca346dcc427b97c7edb82cba48"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:7c09f4e87e82a164c9db769474bc61f8c8b677f2aeb0234b8abac73d2ecf9799"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-win32.whl", hash = "sha256:e65b8f7921bf60cbb207c132842a6b45eefef48c4c3b510eb16087d6c08c70af"},
+    {file = "rapidfuzz-3.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:9d6478957fb35c7844ad08f2442b62ba76c1857a56370781a707eefa4f4981e1"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:65d9250a4b0bf86320097306084bc3ca479c8f5491927c170d018787793ebe95"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:47b7c0840afa724db3b1a070bc6ed5beab73b4e659b1d395023617fc51bf68a2"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3a16c48c6df8fb633efbbdea744361025d01d79bca988f884a620e63e782fe5b"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48105991ff6e4a51c7f754df500baa070270ed3d41784ee0d097549bc9fcb16d"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6a7f273906b3c7cc6d63a76e088200805947aa0bc1ada42c6a0e582e19c390d7"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5c396562d304e974b4b0d5cd3afc4f92c113ea46a36e6bc62e45333d6aa8837e"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:68da1b70458fea5290ec9a169fcffe0c17ff7e5bb3c3257e63d7021a50601a8e"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c5b8f9a7b177af6ce7c6ad5b95588b4b73e37917711aafa33b2e79ee80fe709"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:3c42a238bf9dd48f4ccec4c6934ac718225b00bb3a438a008c219e7ccb3894c7"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a365886c42177b2beab475a50ba311b59b04f233ceaebc4c341f6f91a86a78e2"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:ce897b5dafb7fb7587a95fe4d449c1ea0b6d9ac4462fbafefdbbeef6eee4cf6a"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:413ac49bae291d7e226a5c9be65c71b2630b3346bce39268d02cb3290232e4b7"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8982fc3bd49d55a91569fc8a3feba0de4cef0b391ff9091be546e9df075b81"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-win32.whl", hash = "sha256:3904d0084ab51f82e9f353031554965524f535522a48ec75c30b223eb5a0a488"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:3733aede16ea112728ffeafeb29ccc62e095ed8ec816822fa2a82e92e2c08696"},
+    {file = "rapidfuzz-3.9.0-cp39-cp39-win_arm64.whl", hash = "sha256:fc4e26f592b51f97acf0a3f8dfed95e4d830c6a8fbf359361035df836381ab81"},
+    {file = "rapidfuzz-3.9.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e33362e98c7899b5f60dcb06ada00acd8673ce0d59aefe9a542701251fd00423"},
+    {file = "rapidfuzz-3.9.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb67cf43ad83cb886cbbbff4df7dcaad7aedf94d64fca31aea0da7d26684283c"},
+    {file = "rapidfuzz-3.9.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e2e106cc66453bb80d2ad9c0044f8287415676df5c8036d737d05d4b9cdbf8e"},
+    {file = "rapidfuzz-3.9.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1256915f7e7a5cf2c151c9ac44834b37f9bd1c97e8dec6f936884f01b9dfc7d"},
+    {file = "rapidfuzz-3.9.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:ae643220584518cbff8bf2974a0494d3e250763af816b73326a512c86ae782ce"},
+    {file = "rapidfuzz-3.9.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:491274080742110427f38a6085bb12dffcaff1eef12dccf9e8758398c7e3957e"},
+    {file = "rapidfuzz-3.9.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2bc5559b9b94326922c096b30ae2d8e5b40b2e9c2c100c2cc396ad91bcb84d30"},
+    {file = "rapidfuzz-3.9.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:849160dc0f128acb343af514ca827278005c1d00148d025e4035e034fc2d8c7f"},
+    {file = "rapidfuzz-3.9.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:623883fb78e692d54ed7c43b09beec52c6685f10a45a7518128e25746667403b"},
+    {file = "rapidfuzz-3.9.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:d20ab9abc7e19767f1951772a6ab14cb4eddd886493c2da5ee12014596ad253f"},
+    {file = "rapidfuzz-3.9.0.tar.gz", hash = "sha256:b182f0fb61f6ac435e416eb7ab330d62efdbf9b63cf0c7fa12d1f57c2eaaf6f3"},
 ]
 
 [package.extras]
@@ -5526,13 +5656,13 @@ md = ["cmarkgfm (>=0.8.0)"]
 
 [[package]]
 name = "redis"
-version = "5.0.3"
+version = "5.0.4"
 description = "Python client for Redis database and key-value store"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "redis-5.0.3-py3-none-any.whl", hash = "sha256:5da9b8fe9e1254293756c16c008e8620b3d15fcc6dde6babde9541850e72a32d"},
-    {file = "redis-5.0.3.tar.gz", hash = "sha256:4973bae7444c0fbed64a06b87446f79361cb7e4ec1538c022d696ed7a5015580"},
+    {file = "redis-5.0.4-py3-none-any.whl", hash = "sha256:7adc2835c7a9b5033b7ad8f8918d09b7344188228809c98df07af226d39dec91"},
+    {file = "redis-5.0.4.tar.gz", hash = "sha256:ec31f2ed9675cc54c21ba854cfe0462e6faf1d83c8ce5944709db8a4700b9c61"},
 ]
 
 [package.dependencies]
@@ -5544,13 +5674,13 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 
 [[package]]
 name = "referencing"
-version = "0.34.0"
+version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "referencing-0.34.0-py3-none-any.whl", hash = "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"},
-    {file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
+    {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
+    {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
 ]
 
 [package.dependencies]
@@ -5768,110 +5898,110 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.18.0"
+version = "0.18.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "rpds_py-0.18.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5b4e7d8d6c9b2e8ee2d55c90b59c707ca59bc30058269b3db7b1f8df5763557e"},
-    {file = "rpds_py-0.18.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c463ed05f9dfb9baebef68048aed8dcdc94411e4bf3d33a39ba97e271624f8f7"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:01e36a39af54a30f28b73096dd39b6802eddd04c90dbe161c1b8dbe22353189f"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d62dec4976954a23d7f91f2f4530852b0c7608116c257833922a896101336c51"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:dd18772815d5f008fa03d2b9a681ae38d5ae9f0e599f7dda233c439fcaa00d40"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:923d39efa3cfb7279a0327e337a7958bff00cc447fd07a25cddb0a1cc9a6d2da"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39514da80f971362f9267c600b6d459bfbbc549cffc2cef8e47474fddc9b45b1"},
-    {file = "rpds_py-0.18.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a34d557a42aa28bd5c48a023c570219ba2593bcbbb8dc1b98d8cf5d529ab1434"},
-    {file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:93df1de2f7f7239dc9cc5a4a12408ee1598725036bd2dedadc14d94525192fc3"},
-    {file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:34b18ba135c687f4dac449aa5157d36e2cbb7c03cbea4ddbd88604e076aa836e"},
-    {file = "rpds_py-0.18.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c0b5dcf9193625afd8ecc92312d6ed78781c46ecbf39af9ad4681fc9f464af88"},
-    {file = "rpds_py-0.18.0-cp310-none-win32.whl", hash = "sha256:c4325ff0442a12113a6379af66978c3fe562f846763287ef66bdc1d57925d337"},
-    {file = "rpds_py-0.18.0-cp310-none-win_amd64.whl", hash = "sha256:7223a2a5fe0d217e60a60cdae28d6949140dde9c3bcc714063c5b463065e3d66"},
-    {file = "rpds_py-0.18.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:3a96e0c6a41dcdba3a0a581bbf6c44bb863f27c541547fb4b9711fd8cf0ffad4"},
-    {file = "rpds_py-0.18.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:30f43887bbae0d49113cbaab729a112251a940e9b274536613097ab8b4899cf6"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fcb25daa9219b4cf3a0ab24b0eb9a5cc8949ed4dc72acb8fa16b7e1681aa3c58"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d68c93e381010662ab873fea609bf6c0f428b6d0bb00f2c6939782e0818d37bf"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b34b7aa8b261c1dbf7720b5d6f01f38243e9b9daf7e6b8bc1fd4657000062f2c"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2e6d75ab12b0bbab7215e5d40f1e5b738aa539598db27ef83b2ec46747df90e1"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b8612cd233543a3781bc659c731b9d607de65890085098986dfd573fc2befe5"},
-    {file = "rpds_py-0.18.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:aec493917dd45e3c69d00a8874e7cbed844efd935595ef78a0f25f14312e33c6"},
-    {file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:661d25cbffaf8cc42e971dd570d87cb29a665f49f4abe1f9e76be9a5182c4688"},
-    {file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1df3659d26f539ac74fb3b0c481cdf9d725386e3552c6fa2974f4d33d78e544b"},
-    {file = "rpds_py-0.18.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1ce3ba137ed54f83e56fb983a5859a27d43a40188ba798993812fed73c70836"},
-    {file = "rpds_py-0.18.0-cp311-none-win32.whl", hash = "sha256:69e64831e22a6b377772e7fb337533c365085b31619005802a79242fee620bc1"},
-    {file = "rpds_py-0.18.0-cp311-none-win_amd64.whl", hash = "sha256:998e33ad22dc7ec7e030b3df701c43630b5bc0d8fbc2267653577e3fec279afa"},
-    {file = "rpds_py-0.18.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:7f2facbd386dd60cbbf1a794181e6aa0bd429bd78bfdf775436020172e2a23f0"},
-    {file = "rpds_py-0.18.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1d9a5be316c15ffb2b3c405c4ff14448c36b4435be062a7f578ccd8b01f0c4d8"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd5bf1af8efe569654bbef5a3e0a56eca45f87cfcffab31dd8dde70da5982475"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5417558f6887e9b6b65b4527232553c139b57ec42c64570569b155262ac0754f"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:56a737287efecafc16f6d067c2ea0117abadcd078d58721f967952db329a3e5c"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8f03bccbd8586e9dd37219bce4d4e0d3ab492e6b3b533e973fa08a112cb2ffc9"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4457a94da0d5c53dc4b3e4de1158bdab077db23c53232f37a3cb7afdb053a4e3"},
-    {file = "rpds_py-0.18.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0ab39c1ba9023914297dd88ec3b3b3c3f33671baeb6acf82ad7ce883f6e8e157"},
-    {file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:9d54553c1136b50fd12cc17e5b11ad07374c316df307e4cfd6441bea5fb68496"},
-    {file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:0af039631b6de0397ab2ba16eaf2872e9f8fca391b44d3d8cac317860a700a3f"},
-    {file = "rpds_py-0.18.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:84ffab12db93b5f6bad84c712c92060a2d321b35c3c9960b43d08d0f639d60d7"},
-    {file = "rpds_py-0.18.0-cp312-none-win32.whl", hash = "sha256:685537e07897f173abcf67258bee3c05c374fa6fff89d4c7e42fb391b0605e98"},
-    {file = "rpds_py-0.18.0-cp312-none-win_amd64.whl", hash = "sha256:e003b002ec72c8d5a3e3da2989c7d6065b47d9eaa70cd8808b5384fbb970f4ec"},
-    {file = "rpds_py-0.18.0-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:08f9ad53c3f31dfb4baa00da22f1e862900f45908383c062c27628754af2e88e"},
-    {file = "rpds_py-0.18.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c0013fe6b46aa496a6749c77e00a3eb07952832ad6166bd481c74bda0dcb6d58"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e32a92116d4f2a80b629778280103d2a510a5b3f6314ceccd6e38006b5e92dcb"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e541ec6f2ec456934fd279a3120f856cd0aedd209fc3852eca563f81738f6861"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bed88b9a458e354014d662d47e7a5baafd7ff81c780fd91584a10d6ec842cb73"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2644e47de560eb7bd55c20fc59f6daa04682655c58d08185a9b95c1970fa1e07"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e8916ae4c720529e18afa0b879473049e95949bf97042e938530e072fde061d"},
-    {file = "rpds_py-0.18.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:465a3eb5659338cf2a9243e50ad9b2296fa15061736d6e26240e713522b6235c"},
-    {file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:ea7d4a99f3b38c37eac212dbd6ec42b7a5ec51e2c74b5d3223e43c811609e65f"},
-    {file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:67071a6171e92b6da534b8ae326505f7c18022c6f19072a81dcf40db2638767c"},
-    {file = "rpds_py-0.18.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:41ef53e7c58aa4ef281da975f62c258950f54b76ec8e45941e93a3d1d8580594"},
-    {file = "rpds_py-0.18.0-cp38-none-win32.whl", hash = "sha256:fdea4952db2793c4ad0bdccd27c1d8fdd1423a92f04598bc39425bcc2b8ee46e"},
-    {file = "rpds_py-0.18.0-cp38-none-win_amd64.whl", hash = "sha256:7cd863afe7336c62ec78d7d1349a2f34c007a3cc6c2369d667c65aeec412a5b1"},
-    {file = "rpds_py-0.18.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:5307def11a35f5ae4581a0b658b0af8178c65c530e94893345bebf41cc139d33"},
-    {file = "rpds_py-0.18.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:77f195baa60a54ef9d2de16fbbfd3ff8b04edc0c0140a761b56c267ac11aa467"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39f5441553f1c2aed4de4377178ad8ff8f9d733723d6c66d983d75341de265ab"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a00312dea9310d4cb7dbd7787e722d2e86a95c2db92fbd7d0155f97127bcb40"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f2fc11e8fe034ee3c34d316d0ad8808f45bc3b9ce5857ff29d513f3ff2923a1"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:586f8204935b9ec884500498ccc91aa869fc652c40c093bd9e1471fbcc25c022"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddc2f4dfd396c7bfa18e6ce371cba60e4cf9d2e5cdb71376aa2da264605b60b9"},
-    {file = "rpds_py-0.18.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5ddcba87675b6d509139d1b521e0c8250e967e63b5909a7e8f8944d0f90ff36f"},
-    {file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:7bd339195d84439cbe5771546fe8a4e8a7a045417d8f9de9a368c434e42a721e"},
-    {file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:d7c36232a90d4755b720fbd76739d8891732b18cf240a9c645d75f00639a9024"},
-    {file = "rpds_py-0.18.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:6b0817e34942b2ca527b0e9298373e7cc75f429e8da2055607f4931fded23e20"},
-    {file = "rpds_py-0.18.0-cp39-none-win32.whl", hash = "sha256:99f70b740dc04d09e6b2699b675874367885217a2e9f782bdf5395632ac663b7"},
-    {file = "rpds_py-0.18.0-cp39-none-win_amd64.whl", hash = "sha256:6ef687afab047554a2d366e112dd187b62d261d49eb79b77e386f94644363294"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ad36cfb355e24f1bd37cac88c112cd7730873f20fb0bdaf8ba59eedf8216079f"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:36b3ee798c58ace201289024b52788161e1ea133e4ac93fba7d49da5fec0ef9e"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f8a2f084546cc59ea99fda8e070be2fd140c3092dc11524a71aa8f0f3d5a55ca"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e4461d0f003a0aa9be2bdd1b798a041f177189c1a0f7619fe8c95ad08d9a45d7"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8db715ebe3bb7d86d77ac1826f7d67ec11a70dbd2376b7cc214199360517b641"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:793968759cd0d96cac1e367afd70c235867831983f876a53389ad869b043c948"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66e6a3af5a75363d2c9a48b07cb27c4ea542938b1a2e93b15a503cdfa8490795"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6ef0befbb5d79cf32d0266f5cff01545602344eda89480e1dd88aca964260b18"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:1d4acf42190d449d5e89654d5c1ed3a4f17925eec71f05e2a41414689cda02d1"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:a5f446dd5055667aabaee78487f2b5ab72e244f9bc0b2ffebfeec79051679984"},
-    {file = "rpds_py-0.18.0-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:9dbbeb27f4e70bfd9eec1be5477517365afe05a9b2c441a0b21929ee61048124"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:22806714311a69fd0af9b35b7be97c18a0fc2826e6827dbb3a8c94eac6cf7eeb"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:b34ae4636dfc4e76a438ab826a0d1eed2589ca7d9a1b2d5bb546978ac6485461"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8c8370641f1a7f0e0669ddccca22f1da893cef7628396431eb445d46d893e5cd"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c8362467a0fdeccd47935f22c256bec5e6abe543bf0d66e3d3d57a8fb5731863"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:11a8c85ef4a07a7638180bf04fe189d12757c696eb41f310d2426895356dcf05"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b316144e85316da2723f9d8dc75bada12fa58489a527091fa1d5a612643d1a0e"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf1ea2e34868f6fbf070e1af291c8180480310173de0b0c43fc38a02929fc0e3"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e546e768d08ad55b20b11dbb78a745151acbd938f8f00d0cfbabe8b0199b9880"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:4901165d170a5fde6f589acb90a6b33629ad1ec976d4529e769c6f3d885e3e80"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_i686.whl", hash = "sha256:618a3d6cae6ef8ec88bb76dd80b83cfe415ad4f1d942ca2a903bf6b6ff97a2da"},
-    {file = "rpds_py-0.18.0-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:ed4eb745efbff0a8e9587d22a84be94a5eb7d2d99c02dacf7bd0911713ed14dd"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:6c81e5f372cd0dc5dc4809553d34f832f60a46034a5f187756d9b90586c2c307"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:43fbac5f22e25bee1d482c97474f930a353542855f05c1161fd804c9dc74a09d"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d7faa6f14017c0b1e69f5e2c357b998731ea75a442ab3841c0dbbbfe902d2c4"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:08231ac30a842bd04daabc4d71fddd7e6d26189406d5a69535638e4dcb88fe76"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:044a3e61a7c2dafacae99d1e722cc2d4c05280790ec5a05031b3876809d89a5c"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3f26b5bd1079acdb0c7a5645e350fe54d16b17bfc5e71f371c449383d3342e17"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:482103aed1dfe2f3b71a58eff35ba105289b8d862551ea576bd15479aba01f66"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1374f4129f9bcca53a1bba0bb86bf78325a0374577cf7e9e4cd046b1e6f20e24"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:635dc434ff724b178cb192c70016cc0ad25a275228f749ee0daf0eddbc8183b1"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:bc362ee4e314870a70f4ae88772d72d877246537d9f8cb8f7eacf10884862432"},
-    {file = "rpds_py-0.18.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:4832d7d380477521a8c1644bbab6588dfedea5e30a7d967b5fb75977c45fd77f"},
-    {file = "rpds_py-0.18.0.tar.gz", hash = "sha256:42821446ee7a76f5d9f71f9e33a4fb2ffd724bb3e7f93386150b61a43115788d"},
+    {file = "rpds_py-0.18.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:d31dea506d718693b6b2cffc0648a8929bdc51c70a311b2770f09611caa10d53"},
+    {file = "rpds_py-0.18.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:732672fbc449bab754e0b15356c077cc31566df874964d4801ab14f71951ea80"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a98a1f0552b5f227a3d6422dbd61bc6f30db170939bd87ed14f3c339aa6c7c9"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7f1944ce16401aad1e3f7d312247b3d5de7981f634dc9dfe90da72b87d37887d"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:38e14fb4e370885c4ecd734f093a2225ee52dc384b86fa55fe3f74638b2cfb09"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08d74b184f9ab6289b87b19fe6a6d1a97fbfea84b8a3e745e87a5de3029bf944"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d70129cef4a8d979caa37e7fe957202e7eee8ea02c5e16455bc9808a59c6b2f0"},
+    {file = "rpds_py-0.18.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ce0bb20e3a11bd04461324a6a798af34d503f8d6f1aa3d2aa8901ceaf039176d"},
+    {file = "rpds_py-0.18.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:81c5196a790032e0fc2464c0b4ab95f8610f96f1f2fa3d4deacce6a79852da60"},
+    {file = "rpds_py-0.18.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da"},
+    {file = "rpds_py-0.18.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d44607f98caa2961bab4fa3c4309724b185b464cdc3ba6f3d7340bac3ec97cc1"},
+    {file = "rpds_py-0.18.1-cp310-none-win32.whl", hash = "sha256:c273e795e7a0f1fddd46e1e3cb8be15634c29ae8ff31c196debb620e1edb9333"},
+    {file = "rpds_py-0.18.1-cp310-none-win_amd64.whl", hash = "sha256:8352f48d511de5f973e4f2f9412736d7dea76c69faa6d36bcf885b50c758ab9a"},
+    {file = "rpds_py-0.18.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:6b5ff7e1d63a8281654b5e2896d7f08799378e594f09cf3674e832ecaf396ce8"},
+    {file = "rpds_py-0.18.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8927638a4d4137a289e41d0fd631551e89fa346d6dbcfc31ad627557d03ceb6d"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:154bf5c93d79558b44e5b50cc354aa0459e518e83677791e6adb0b039b7aa6a7"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:07f2139741e5deb2c5154a7b9629bc5aa48c766b643c1a6750d16f865a82c5fc"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8c7672e9fba7425f79019db9945b16e308ed8bc89348c23d955c8c0540da0a07"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:489bdfe1abd0406eba6b3bb4fdc87c7fa40f1031de073d0cfb744634cc8fa261"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c20f05e8e3d4fc76875fc9cb8cf24b90a63f5a1b4c5b9273f0e8225e169b100"},
+    {file = "rpds_py-0.18.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:967342e045564cef76dfcf1edb700b1e20838d83b1aa02ab313e6a497cf923b8"},
+    {file = "rpds_py-0.18.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:2cc7c1a47f3a63282ab0f422d90ddac4aa3034e39fc66a559ab93041e6505da7"},
+    {file = "rpds_py-0.18.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e"},
+    {file = "rpds_py-0.18.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9e6934d70dc50f9f8ea47081ceafdec09245fd9f6032669c3b45705dea096b88"},
+    {file = "rpds_py-0.18.1-cp311-none-win32.whl", hash = "sha256:c69882964516dc143083d3795cb508e806b09fc3800fd0d4cddc1df6c36e76bb"},
+    {file = "rpds_py-0.18.1-cp311-none-win_amd64.whl", hash = "sha256:70a838f7754483bcdc830444952fd89645569e7452e3226de4a613a4c1793fb2"},
+    {file = "rpds_py-0.18.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:3dd3cd86e1db5aadd334e011eba4e29d37a104b403e8ca24dcd6703c68ca55b3"},
+    {file = "rpds_py-0.18.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:05f3d615099bd9b13ecf2fc9cf2d839ad3f20239c678f461c753e93755d629ee"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35b2b771b13eee8729a5049c976197ff58a27a3829c018a04341bcf1ae409b2b"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b646bf655b135ccf4522ed43d6902af37d3f5dbcf0da66c769a2b3938b9d8184"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:19ba472b9606c36716062c023afa2484d1e4220548751bda14f725a7de17b4f6"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6e30ac5e329098903262dc5bdd7e2086e0256aa762cc8b744f9e7bf2a427d3f8"},
+    {file = "rpds_py-0.18.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d58ad6317d188c43750cb76e9deacf6051d0f884d87dc6518e0280438648a9ac"},
+    {file = "rpds_py-0.18.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c"},
+    {file = "rpds_py-0.18.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac"},
+    {file = "rpds_py-0.18.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2fc24a329a717f9e2448f8cd1f960f9dac4e45b6224d60734edeb67499bab03a"},
+    {file = "rpds_py-0.18.1-cp312-none-win32.whl", hash = "sha256:1805d5901779662d599d0e2e4159d8a82c0b05faa86ef9222bf974572286b2b6"},
+    {file = "rpds_py-0.18.1-cp312-none-win_amd64.whl", hash = "sha256:720edcb916df872d80f80a1cc5ea9058300b97721efda8651efcd938a9c70a72"},
+    {file = "rpds_py-0.18.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:c827576e2fa017a081346dce87d532a5310241648eb3700af9a571a6e9fc7e74"},
+    {file = "rpds_py-0.18.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:aa3679e751408d75a0b4d8d26d6647b6d9326f5e35c00a7ccd82b78ef64f65f8"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0abeee75434e2ee2d142d650d1e54ac1f8b01e6e6abdde8ffd6eeac6e9c38e20"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:338dee44b0cef8b70fd2ef54b4e09bb1b97fc6c3a58fea5db6cc083fd9fc2724"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7750569d9526199c5b97e5a9f8d96a13300950d910cf04a861d96f4273d5b104"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:607345bd5912aacc0c5a63d45a1f73fef29e697884f7e861094e443187c02be5"},
+    {file = "rpds_py-0.18.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:207c82978115baa1fd8d706d720b4a4d2b0913df1c78c85ba73fe6c5804505f0"},
+    {file = "rpds_py-0.18.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:6d1e42d2735d437e7e80bab4d78eb2e459af48c0a46e686ea35f690b93db792d"},
+    {file = "rpds_py-0.18.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:5463c47c08630007dc0fe99fb480ea4f34a89712410592380425a9b4e1611d8e"},
+    {file = "rpds_py-0.18.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:06d218939e1bf2ca50e6b0ec700ffe755e5216a8230ab3e87c059ebb4ea06afc"},
+    {file = "rpds_py-0.18.1-cp38-none-win32.whl", hash = "sha256:312fe69b4fe1ffbe76520a7676b1e5ac06ddf7826d764cc10265c3b53f96dbe9"},
+    {file = "rpds_py-0.18.1-cp38-none-win_amd64.whl", hash = "sha256:9437ca26784120a279f3137ee080b0e717012c42921eb07861b412340f85bae2"},
+    {file = "rpds_py-0.18.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:19e515b78c3fc1039dd7da0a33c28c3154458f947f4dc198d3c72db2b6b5dc93"},
+    {file = "rpds_py-0.18.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a7b28c5b066bca9a4eb4e2f2663012debe680f097979d880657f00e1c30875a0"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:673fdbbf668dd958eff750e500495ef3f611e2ecc209464f661bc82e9838991e"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d960de62227635d2e61068f42a6cb6aae91a7fe00fca0e3aeed17667c8a34611"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:352a88dc7892f1da66b6027af06a2e7e5d53fe05924cc2cfc56495b586a10b72"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4e0ee01ad8260184db21468a6e1c37afa0529acc12c3a697ee498d3c2c4dcaf3"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab"},
+    {file = "rpds_py-0.18.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:aaa71ee43a703c321906813bb252f69524f02aa05bf4eec85f0c41d5d62d0f4c"},
+    {file = "rpds_py-0.18.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:6cd8098517c64a85e790657e7b1e509b9fe07487fd358e19431cb120f7d96338"},
+    {file = "rpds_py-0.18.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:4adec039b8e2928983f885c53b7cc4cda8965b62b6596501a0308d2703f8af1b"},
+    {file = "rpds_py-0.18.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:32b7daaa3e9389db3695964ce8e566e3413b0c43e3394c05e4b243a4cd7bef26"},
+    {file = "rpds_py-0.18.1-cp39-none-win32.whl", hash = "sha256:2625f03b105328729f9450c8badda34d5243231eef6535f80064d57035738360"},
+    {file = "rpds_py-0.18.1-cp39-none-win_amd64.whl", hash = "sha256:bf18932d0003c8c4d51a39f244231986ab23ee057d235a12b2684ea26a353590"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cbfbea39ba64f5e53ae2915de36f130588bba71245b418060ec3330ebf85678e"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:a3d456ff2a6a4d2adcdf3c1c960a36f4fd2fec6e3b4902a42a384d17cf4e7a65"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7700936ef9d006b7ef605dc53aa364da2de5a3aa65516a1f3ce73bf82ecfc7ae"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:51584acc5916212e1bf45edd17f3a6b05fe0cbb40482d25e619f824dccb679de"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:942695a206a58d2575033ff1e42b12b2aece98d6003c6bc739fbf33d1773b12f"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b906b5f58892813e5ba5c6056d6a5ad08f358ba49f046d910ad992196ea61397"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:7732770412bab81c5a9f6d20aeb60ae943a9b36dcd990d876a773526468e7163"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:bd1105b50ede37461c1d51b9698c4f4be6e13e69a908ab7751e3807985fc0346"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-musllinux_1_2_i686.whl", hash = "sha256:618916f5535784960f3ecf8111581f4ad31d347c3de66d02e728de460a46303c"},
+    {file = "rpds_py-0.18.1-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:17c6d2155e2423f7e79e3bb18151c686d40db42d8645e7977442170c360194d4"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:6c4c4c3f878df21faf5fac86eda32671c27889e13570645a9eea0a1abdd50922"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:531796fb842b53f2695e94dc338929e9f9dbf473b64710c28af5a160b2a8927d"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:740884bc62a5e2bbb31e584f5d23b32320fd75d79f916f15a788d527a5e83644"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:998125738de0158f088aef3cb264a34251908dd2e5d9966774fdab7402edfab7"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d0cee71bc618cd93716f3c1bf56653740d2d13ddbd47673efa8bf41435a60daa"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2c3caec4ec5cd1d18e5dd6ae5194d24ed12785212a90b37f5f7f06b8bedd7139"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:27bba383e8c5231cd559affe169ca0b96ec78d39909ffd817f28b166d7ddd4d8"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-musllinux_1_2_i686.whl", hash = "sha256:a888e8bdb45916234b99da2d859566f1e8a1d2275a801bb8e4a9644e3c7e7909"},
+    {file = "rpds_py-0.18.1-pp38-pypy38_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:6031b25fb1b06327b43d841f33842b383beba399884f8228a6bb3df3088485ff"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:48c2faaa8adfacefcbfdb5f2e2e7bdad081e5ace8d182e5f4ade971f128e6bb3"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:d85164315bd68c0806768dc6bb0429c6f95c354f87485ee3593c4f6b14def2bd"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6afd80f6c79893cfc0574956f78a0add8c76e3696f2d6a15bca2c66c415cf2d4"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d21be4770ff4e08698e1e8e0bce06edb6ea0626e7c8f560bc08222880aca6a6f"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c45a639e93a0c5d4b788b2613bd637468edd62f8f95ebc6fcc303d58ab3f0a8"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:910e71711d1055b2768181efa0a17537b2622afeb0424116619817007f8a2b10"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b9bb1f182a97880f6078283b3505a707057c42bf55d8fca604f70dedfdc0772a"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:1d54f74f40b1f7aaa595a02ff42ef38ca654b1469bef7d52867da474243cc633"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:8d2e182c9ee01135e11e9676e9a62dfad791a7a467738f06726872374a83db49"},
+    {file = "rpds_py-0.18.1-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:636a15acc588f70fda1661234761f9ed9ad79ebed3f2125d44be0862708b666e"},
+    {file = "rpds_py-0.18.1.tar.gz", hash = "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f"},
 ]
 
 [[package]]
@@ -5887,28 +6017,28 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.4.1"
+version = "0.4.4"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.4.1-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:2d9ef6231e3fbdc0b8c72404a1a0c46fd0dcea84efca83beb4681c318ea6a953"},
-    {file = "ruff-0.4.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:9485f54a7189e6f7433e0058cf8581bee45c31a25cd69009d2a040d1bd4bfaef"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d2921ac03ce1383e360e8a95442ffb0d757a6a7ddd9a5be68561a671e0e5807e"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:eec8d185fe193ad053eda3a6be23069e0c8ba8c5d20bc5ace6e3b9e37d246d3f"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:baa27d9d72a94574d250f42b7640b3bd2edc4c58ac8ac2778a8c82374bb27984"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:f1ee41580bff1a651339eb3337c20c12f4037f6110a36ae4a2d864c52e5ef954"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0926cefb57fc5fced629603fbd1a23d458b25418681d96823992ba975f050c2b"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2c6e37f2e3cd74496a74af9a4fa67b547ab3ca137688c484749189bf3a686ceb"},
-    {file = "ruff-0.4.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efd703a5975ac1998c2cc5e9494e13b28f31e66c616b0a76e206de2562e0843c"},
-    {file = "ruff-0.4.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:b92f03b4aa9fa23e1799b40f15f8b95cdc418782a567d6c43def65e1bbb7f1cf"},
-    {file = "ruff-0.4.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:1c859f294f8633889e7d77de228b203eb0e9a03071b72b5989d89a0cf98ee262"},
-    {file = "ruff-0.4.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b34510141e393519a47f2d7b8216fec747ea1f2c81e85f076e9f2910588d4b64"},
-    {file = "ruff-0.4.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:6e68d248ed688b9d69fd4d18737edcbb79c98b251bba5a2b031ce2470224bdf9"},
-    {file = "ruff-0.4.1-py3-none-win32.whl", hash = "sha256:b90506f3d6d1f41f43f9b7b5ff845aeefabed6d2494307bc7b178360a8805252"},
-    {file = "ruff-0.4.1-py3-none-win_amd64.whl", hash = "sha256:c7d391e5936af5c9e252743d767c564670dc3889aff460d35c518ee76e4b26d7"},
-    {file = "ruff-0.4.1-py3-none-win_arm64.whl", hash = "sha256:a1eaf03d87e6a7cd5e661d36d8c6e874693cb9bc3049d110bc9a97b350680c43"},
-    {file = "ruff-0.4.1.tar.gz", hash = "sha256:d592116cdbb65f8b1b7e2a2b48297eb865f6bdc20641879aa9d7b9c11d86db79"},
+    {file = "ruff-0.4.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:29d44ef5bb6a08e235c8249294fa8d431adc1426bfda99ed493119e6f9ea1bf6"},
+    {file = "ruff-0.4.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:c4efe62b5bbb24178c950732ddd40712b878a9b96b1d02b0ff0b08a090cbd891"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c8e2f1e8fc12d07ab521a9005d68a969e167b589cbcaee354cb61e9d9de9c15"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:60ed88b636a463214905c002fa3eaab19795679ed55529f91e488db3fe8976ab"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b90fc5e170fc71c712cc4d9ab0e24ea505c6a9e4ebf346787a67e691dfb72e85"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:8e7e6ebc10ef16dcdc77fd5557ee60647512b400e4a60bdc4849468f076f6eef"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9ddb2c494fb79fc208cd15ffe08f32b7682519e067413dbaf5f4b01a6087bcd"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c51c928a14f9f0a871082603e25a1588059b7e08a920f2f9fa7157b5bf08cfe9"},
+    {file = "ruff-0.4.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b5eb0a4bfd6400b7d07c09a7725e1a98c3b838be557fee229ac0f84d9aa49c36"},
+    {file = "ruff-0.4.4-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:b1867ee9bf3acc21778dcb293db504692eda5f7a11a6e6cc40890182a9f9e595"},
+    {file = "ruff-0.4.4-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:1aecced1269481ef2894cc495647392a34b0bf3e28ff53ed95a385b13aa45768"},
+    {file = "ruff-0.4.4-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9da73eb616b3241a307b837f32756dc20a0b07e2bcb694fec73699c93d04a69e"},
+    {file = "ruff-0.4.4-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:958b4ea5589706a81065e2a776237de2ecc3e763342e5cc8e02a4a4d8a5e6f95"},
+    {file = "ruff-0.4.4-py3-none-win32.whl", hash = "sha256:cb53473849f011bca6e754f2cdf47cafc9c4f4ff4570003a0dad0b9b6890e876"},
+    {file = "ruff-0.4.4-py3-none-win_amd64.whl", hash = "sha256:424e5b72597482543b684c11def82669cc6b395aa8cc69acc1858b5ef3e5daae"},
+    {file = "ruff-0.4.4-py3-none-win_arm64.whl", hash = "sha256:39df0537b47d3b597293edbb95baf54ff5b49589eb7ff41926d8243caa995ea6"},
+    {file = "ruff-0.4.4.tar.gz", hash = "sha256:f87ea42d5cdebdc6a69761a9d0bc83ae9b3b30d0ad78952005ba6568d6c022af"},
 ]
 
 [[package]]
@@ -6483,36 +6613,40 @@ files = [
 
 [[package]]
 name = "spacy-transformers"
-version = "1.3.4"
+version = "1.3.5"
 description = "spaCy pipelines for pre-trained BERT and other transformers"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "spacy-transformers-1.3.4.tar.gz", hash = "sha256:3764ada8652a3984bd996fc301e4a7b4d8379228be50f7535070d5ee0d47beeb"},
-    {file = "spacy_transformers-1.3.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8a2bd86c2a464bb4202e731304d4b35f78785b3703c6c5b226ad9f4bc17333e9"},
-    {file = "spacy_transformers-1.3.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c6c4e10bb5957a993b22d49fbc7171297e2ca046ab8c7bc25a3940893390946d"},
-    {file = "spacy_transformers-1.3.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1a04da1f01d0110a7249f636bc010e5c35ec7198a8dec39b432e9d7b8c795b70"},
-    {file = "spacy_transformers-1.3.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e42749b6697de609b5ab10805b6c4caad9dd2aa997c9c9d8f09190dd290edef"},
-    {file = "spacy_transformers-1.3.4-cp310-cp310-win_amd64.whl", hash = "sha256:f60691b43d8c2091ac5482246c4495708be22ed162d732c2af7259ba7eb27a0e"},
-    {file = "spacy_transformers-1.3.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4908621bbc390133ebe06b02393fb52e277372daa2a564c49817b437fbd729f2"},
-    {file = "spacy_transformers-1.3.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d946588a80e722f54ce264ae5524d9d30241246705429ec9a6c136a7853a137a"},
-    {file = "spacy_transformers-1.3.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86a4d0a44264c2da08e15c3db85e52ec7775f988cdbed6ead3e261ff6f964ca9"},
-    {file = "spacy_transformers-1.3.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f582c39ab5358a109ef1dc4e5704c3c937de8893fd8c1b197f462bca1f899cec"},
-    {file = "spacy_transformers-1.3.4-cp311-cp311-win_amd64.whl", hash = "sha256:b805ed81ac3492576a5966eeb99b682885562e1d468a5133cc3f60353cc2512f"},
-    {file = "spacy_transformers-1.3.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3f570e856e3bc01565c7463bd20b45664d3c6a1b3f5a55bbce45913eaae9774f"},
-    {file = "spacy_transformers-1.3.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4688723c29a7c34a64b7a42bd117a0177b6fbfe9aea3cd43b505df2aca0589e8"},
-    {file = "spacy_transformers-1.3.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60c50fec76f1ac4b3bd2448fda5bce12f6551f423bd43916093ca4885cb9cdbc"},
-    {file = "spacy_transformers-1.3.4-cp37-cp37m-win_amd64.whl", hash = "sha256:bcb50f2d93f1faebdc98403e247817867f63bd4c9b2d846e94f2a47c8d9299f7"},
-    {file = "spacy_transformers-1.3.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6def7a3bc2bbe3771c695bbf91560a254052e3869d4348338cc5139cab1a23e3"},
-    {file = "spacy_transformers-1.3.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:32ac2a04086064e0d30a1bad9621396c41b2fd3ac3001ab9341a54258538a9b7"},
-    {file = "spacy_transformers-1.3.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe70f61f758c0074280b8aead14b47f8a2507522ba7f8511839c3d0a8e9606f4"},
-    {file = "spacy_transformers-1.3.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ca9fa1e26523f4a2e73dd6d12a6f719e97af90ab23b3f789a2c52cdd895e581"},
-    {file = "spacy_transformers-1.3.4-cp38-cp38-win_amd64.whl", hash = "sha256:c985470eefc6d23f7a801839039060c8140abf9a672d97d6845eeb9701970906"},
-    {file = "spacy_transformers-1.3.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2830fd57bc2e9e262e1d85aa16c1ce7c96071580540bc650c1f5c0d4fb243991"},
-    {file = "spacy_transformers-1.3.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6dd9bf5e53db4f2b0e9c17ef2ee7ccfdfe19735acd8e7f1bef3177ffbaa796"},
-    {file = "spacy_transformers-1.3.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:73766413f8b67822c40280ffb0449105afd3f8b899e97315101e96c79e6cf498"},
-    {file = "spacy_transformers-1.3.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c4e04f9ff3ee1467e39d1d92f3185aa0bf8173dd544b674a113cb1854f7d2b2"},
-    {file = "spacy_transformers-1.3.4-cp39-cp39-win_amd64.whl", hash = "sha256:4a0597188fa5b7723b74b9a769946441e7900ae1fcff90f67890f754133dc612"},
+    {file = "spacy_transformers-1.3.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7f74f47a1d8b86d50c8ad6bba8334852cf19001e776b0c4a1f580bc0387d2f43"},
+    {file = "spacy_transformers-1.3.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:75de3cb416e8fae2195b7d88178133fd9a350aa266a24995e826b4304fb2d105"},
+    {file = "spacy_transformers-1.3.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e1a5fcf3d486111c46ee4c6e767e32e1ddda4f3f0c06feac0a987687bf6594f"},
+    {file = "spacy_transformers-1.3.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6db43ea2a79b8dfcb7742d935af125d8f8daea2c4b5d33e933f246e348688cf0"},
+    {file = "spacy_transformers-1.3.5-cp310-cp310-win_amd64.whl", hash = "sha256:961a631cbf724847db280822df972dd5d05d39a70c21310da3e431fea4164dff"},
+    {file = "spacy_transformers-1.3.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6a0de2c301864ece1eb84b5249ff1b0a7a01900cc26bb67f72eea00146d06b9f"},
+    {file = "spacy_transformers-1.3.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c0aa0a2cc401414d48a5cfc6c13bbedabb07dc672c384f5594ec5d578ff9e6a5"},
+    {file = "spacy_transformers-1.3.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c39e546f5f44a6838a290b986e7f6f8aa7d2613962cf753dc16e18da932be0ae"},
+    {file = "spacy_transformers-1.3.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47f72d35f5aa4f88e0f3b9ff62a29985bff6ba940d13ba20ca165d61241b8410"},
+    {file = "spacy_transformers-1.3.5-cp311-cp311-win_amd64.whl", hash = "sha256:2b6c1152e19d0f8dfb79febcf6792f43e31acb76b836b3b57fa2cc7dd9c11c28"},
+    {file = "spacy_transformers-1.3.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:0aa12d703c58a3423ad913c99f5056b71963d000126336406262ba4d6474f22f"},
+    {file = "spacy_transformers-1.3.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8e7fdb8b1b12d4a07a4bf5af98ab7035830030594c8900b681644b4cfdffddf2"},
+    {file = "spacy_transformers-1.3.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:29dbde65d88cd9f14f05c3428558f5cb981e7b5c9374aac9f83fb786d5c6bf2c"},
+    {file = "spacy_transformers-1.3.5-cp312-cp312-win_amd64.whl", hash = "sha256:ab5b79775f1a9b12370f86a4b282a5d9889fdb067305203e81fc4ec990cbc737"},
+    {file = "spacy_transformers-1.3.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:474db46a6a12f5fba37f52adafed6b8a83b488d4bc4b532fd5f70489c5d7d232"},
+    {file = "spacy_transformers-1.3.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b69f60113ecf7465aeb008ec8aad93ad9ef0c4472709c339cd80f9973f878af9"},
+    {file = "spacy_transformers-1.3.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9668bdc13dbd9f586d13f4e1e58ec6dba6108d08150ca2387c92a08caeedd184"},
+    {file = "spacy_transformers-1.3.5-cp37-cp37m-win_amd64.whl", hash = "sha256:e81aaab478f9bffe4c3aba22ab5afb2809c737ac23bbea553ceb0802538cf918"},
+    {file = "spacy_transformers-1.3.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:43a4f1da7dc05236cd9dbe9260dddfca7a4307805aecde0346cbc809ecf45892"},
+    {file = "spacy_transformers-1.3.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:6ee966fdc83d1b5b3258cc19e40719a18380e99f286207216588fb0e7247745f"},
+    {file = "spacy_transformers-1.3.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ef54d2e00e5f1934ae7d2a09bc0fece79d628ebaf0ce733dd852fbce49e25773"},
+    {file = "spacy_transformers-1.3.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b610d757e0617088e400e38d8118f0f911324b62eb63d2ff813caf6477181b8"},
+    {file = "spacy_transformers-1.3.5-cp38-cp38-win_amd64.whl", hash = "sha256:e02ee6e029fc6c9250ef6083743446c64007b4baee1de7d29c994c0103756aa9"},
+    {file = "spacy_transformers-1.3.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:75fa1ff1b511ddb81c7a3b69a731635abb9a0b360413db77f788e81b4b06719f"},
+    {file = "spacy_transformers-1.3.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:5f184c117d427227266d623ffc456b2221a487616b3dd7e6262ba60bd34e604f"},
+    {file = "spacy_transformers-1.3.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9ae85cf563a771f060520de6b360ebec87a7344ae44b36429b75db0038ba55c6"},
+    {file = "spacy_transformers-1.3.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0284256371ec1e15f1e1a6b541efd9d5462c6484e9d447f2da1bc76aee5ffa1e"},
+    {file = "spacy_transformers-1.3.5-cp39-cp39-win_amd64.whl", hash = "sha256:44392a83189e52faf5adc3ae8daff17e9eae543c81ab7f3cb8265670acc8c82a"},
+    {file = "spacy_transformers-1.3.5.tar.gz", hash = "sha256:accdfe44a26517714c6990ec6bae88796eb348286fea7ba20ba2736f70c83fa1"},
 ]
 
 [package.dependencies]
@@ -6520,7 +6654,7 @@ numpy = [
     {version = ">=1.15.0", markers = "python_version < \"3.9\""},
     {version = ">=1.19.0", markers = "python_version >= \"3.9\""},
 ]
-spacy = ">=3.5.0,<4.0.0"
+spacy = ">=3.5.0,<4.1.0"
 spacy-alignments = ">=0.7.2,<1.0.0"
 srsly = ">=2.4.0,<3.0.0"
 torch = ">=1.8.0"
@@ -6665,60 +6799,60 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.29"
+version = "2.0.30"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4c142852ae192e9fe5aad5c350ea6befe9db14370b34047e1f0f7cf99e63c63b"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:99a1e69d4e26f71e750e9ad6fdc8614fbddb67cfe2173a3628a2566034e223c7"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ef3fbccb4058355053c51b82fd3501a6e13dd808c8d8cd2561e610c5456013c"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d6753305936eddc8ed190e006b7bb33a8f50b9854823485eed3a886857ab8d1"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0f3ca96af060a5250a8ad5a63699180bc780c2edf8abf96c58af175921df847a"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c4520047006b1d3f0d89e0532978c0688219857eb2fee7c48052560ae76aca1e"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-win32.whl", hash = "sha256:b2a0e3cf0caac2085ff172c3faacd1e00c376e6884b5bc4dd5b6b84623e29e4f"},
-    {file = "SQLAlchemy-2.0.29-cp310-cp310-win_amd64.whl", hash = "sha256:01d10638a37460616708062a40c7b55f73e4d35eaa146781c683e0fa7f6c43fb"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:308ef9cb41d099099fffc9d35781638986870b29f744382904bf9c7dadd08513"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:296195df68326a48385e7a96e877bc19aa210e485fa381c5246bc0234c36c78e"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a13b917b4ffe5a0a31b83d051d60477819ddf18276852ea68037a144a506efb9"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f6d971255d9ddbd3189e2e79d743ff4845c07f0633adfd1de3f63d930dbe673"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:61405ea2d563407d316c63a7b5271ae5d274a2a9fbcd01b0aa5503635699fa1e"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:de7202ffe4d4a8c1e3cde1c03e01c1a3772c92858837e8f3879b497158e4cb44"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-win32.whl", hash = "sha256:b5d7ed79df55a731749ce65ec20d666d82b185fa4898430b17cb90c892741520"},
-    {file = "SQLAlchemy-2.0.29-cp311-cp311-win_amd64.whl", hash = "sha256:205f5a2b39d7c380cbc3b5dcc8f2762fb5bcb716838e2d26ccbc54330775b003"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:d96710d834a6fb31e21381c6d7b76ec729bd08c75a25a5184b1089141356171f"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:52de4736404e53c5c6a91ef2698c01e52333988ebdc218f14c833237a0804f1b"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c7b02525ede2a164c5fa5014915ba3591730f2cc831f5be9ff3b7fd3e30958e"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dfefdb3e54cd15f5d56fd5ae32f1da2d95d78319c1f6dfb9bcd0eb15d603d5d"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:a88913000da9205b13f6f195f0813b6ffd8a0c0c2bd58d499e00a30eb508870c"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:fecd5089c4be1bcc37c35e9aa678938d2888845a134dd016de457b942cf5a758"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-win32.whl", hash = "sha256:8197d6f7a3d2b468861ebb4c9f998b9df9e358d6e1cf9c2a01061cb9b6cf4e41"},
-    {file = "SQLAlchemy-2.0.29-cp312-cp312-win_amd64.whl", hash = "sha256:9b19836ccca0d321e237560e475fd99c3d8655d03da80c845c4da20dda31b6e1"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:87a1d53a5382cdbbf4b7619f107cc862c1b0a4feb29000922db72e5a66a5ffc0"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2a0732dffe32333211801b28339d2a0babc1971bc90a983e3035e7b0d6f06b93"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90453597a753322d6aa770c5935887ab1fc49cc4c4fdd436901308383d698b4b"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:ea311d4ee9a8fa67f139c088ae9f905fcf0277d6cd75c310a21a88bf85e130f5"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:5f20cb0a63a3e0ec4e169aa8890e32b949c8145983afa13a708bc4b0a1f30e03"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-win32.whl", hash = "sha256:e5bbe55e8552019c6463709b39634a5fc55e080d0827e2a3a11e18eb73f5cdbd"},
-    {file = "SQLAlchemy-2.0.29-cp37-cp37m-win_amd64.whl", hash = "sha256:c2f9c762a2735600654c654bf48dad388b888f8ce387b095806480e6e4ff6907"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7e614d7a25a43a9f54fcce4675c12761b248547f3d41b195e8010ca7297c369c"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:471fcb39c6adf37f820350c28aac4a7df9d3940c6548b624a642852e727ea586"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:988569c8732f54ad3234cf9c561364221a9e943b78dc7a4aaf35ccc2265f1930"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dddaae9b81c88083e6437de95c41e86823d150f4ee94bf24e158a4526cbead01"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:334184d1ab8f4c87f9652b048af3f7abea1c809dfe526fb0435348a6fef3d380"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:38b624e5cf02a69b113c8047cf7f66b5dfe4a2ca07ff8b8716da4f1b3ae81567"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-win32.whl", hash = "sha256:bab41acf151cd68bc2b466deae5deeb9e8ae9c50ad113444151ad965d5bf685b"},
-    {file = "SQLAlchemy-2.0.29-cp38-cp38-win_amd64.whl", hash = "sha256:52c8011088305476691b8750c60e03b87910a123cfd9ad48576d6414b6ec2a1d"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3071ad498896907a5ef756206b9dc750f8e57352113c19272bdfdc429c7bd7de"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:dba622396a3170974f81bad49aacebd243455ec3cc70615aeaef9e9613b5bca5"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b184e3de58009cc0bf32e20f137f1ec75a32470f5fede06c58f6c355ed42a72"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c37f1050feb91f3d6c32f864d8e114ff5545a4a7afe56778d76a9aec62638ba"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bda7ce59b06d0f09afe22c56714c65c957b1068dee3d5e74d743edec7daba552"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:25664e18bef6dc45015b08f99c63952a53a0a61f61f2e48a9e70cec27e55f699"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-win32.whl", hash = "sha256:77d29cb6c34b14af8a484e831ab530c0f7188f8efed1c6a833a2c674bf3c26ec"},
-    {file = "SQLAlchemy-2.0.29-cp39-cp39-win_amd64.whl", hash = "sha256:04c487305ab035a9548f573763915189fc0fe0824d9ba28433196f8436f1449c"},
-    {file = "SQLAlchemy-2.0.29-py3-none-any.whl", hash = "sha256:dc4ee2d4ee43251905f88637d5281a8d52e916a021384ec10758826f5cbae305"},
-    {file = "SQLAlchemy-2.0.29.tar.gz", hash = "sha256:bd9566b8e58cabd700bc367b60e90d9349cd16f0984973f98a9a09f9c64e86f0"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3b48154678e76445c7ded1896715ce05319f74b1e73cf82d4f8b59b46e9c0ddc"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2753743c2afd061bb95a61a51bbb6a1a11ac1c44292fad898f10c9839a7f75b2"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a7bfc726d167f425d4c16269a9a10fe8630ff6d14b683d588044dcef2d0f6be7"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4f61ada6979223013d9ab83a3ed003ded6959eae37d0d685db2c147e9143797"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:3a365eda439b7a00732638f11072907c1bc8e351c7665e7e5da91b169af794af"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:bba002a9447b291548e8d66fd8c96a6a7ed4f2def0bb155f4f0a1309fd2735d5"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-win32.whl", hash = "sha256:0138c5c16be3600923fa2169532205d18891b28afa817cb49b50e08f62198bb8"},
+    {file = "SQLAlchemy-2.0.30-cp310-cp310-win_amd64.whl", hash = "sha256:99650e9f4cf3ad0d409fed3eec4f071fadd032e9a5edc7270cd646a26446feeb"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:955991a09f0992c68a499791a753523f50f71a6885531568404fa0f231832aa0"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f69e4c756ee2686767eb80f94c0125c8b0a0b87ede03eacc5c8ae3b54b99dc46"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69c9db1ce00e59e8dd09d7bae852a9add716efdc070a3e2068377e6ff0d6fdaa"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1429a4b0f709f19ff3b0cf13675b2b9bfa8a7e79990003207a011c0db880a13"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:efedba7e13aa9a6c8407c48facfdfa108a5a4128e35f4c68f20c3407e4376aa9"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:16863e2b132b761891d6c49f0a0f70030e0bcac4fd208117f6b7e053e68668d0"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-win32.whl", hash = "sha256:2ecabd9ccaa6e914e3dbb2aa46b76dede7eadc8cbf1b8083c94d936bcd5ffb49"},
+    {file = "SQLAlchemy-2.0.30-cp311-cp311-win_amd64.whl", hash = "sha256:0b3f4c438e37d22b83e640f825ef0f37b95db9aa2d68203f2c9549375d0b2260"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5a79d65395ac5e6b0c2890935bad892eabb911c4aa8e8015067ddb37eea3d56c"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9a5baf9267b752390252889f0c802ea13b52dfee5e369527da229189b8bd592e"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3cb5a646930c5123f8461f6468901573f334c2c63c795b9af350063a736d0134"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:296230899df0b77dec4eb799bcea6fbe39a43707ce7bb166519c97b583cfcab3"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:c62d401223f468eb4da32627bffc0c78ed516b03bb8a34a58be54d618b74d472"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3b69e934f0f2b677ec111b4d83f92dc1a3210a779f69bf905273192cf4ed433e"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-win32.whl", hash = "sha256:77d2edb1f54aff37e3318f611637171e8ec71472f1fdc7348b41dcb226f93d90"},
+    {file = "SQLAlchemy-2.0.30-cp312-cp312-win_amd64.whl", hash = "sha256:b6c7ec2b1f4969fc19b65b7059ed00497e25f54069407a8701091beb69e591a5"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5a8e3b0a7e09e94be7510d1661339d6b52daf202ed2f5b1f9f48ea34ee6f2d57"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b60203c63e8f984df92035610c5fb76d941254cf5d19751faab7d33b21e5ddc0"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1dc3eabd8c0232ee8387fbe03e0a62220a6f089e278b1f0aaf5e2d6210741ad"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:40ad017c672c00b9b663fcfcd5f0864a0a97828e2ee7ab0c140dc84058d194cf"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e42203d8d20dc704604862977b1470a122e4892791fe3ed165f041e4bf447a1b"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-win32.whl", hash = "sha256:2a4f4da89c74435f2bc61878cd08f3646b699e7d2eba97144030d1be44e27584"},
+    {file = "SQLAlchemy-2.0.30-cp37-cp37m-win_amd64.whl", hash = "sha256:b6bf767d14b77f6a18b6982cbbf29d71bede087edae495d11ab358280f304d8e"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bc0c53579650a891f9b83fa3cecd4e00218e071d0ba00c4890f5be0c34887ed3"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:311710f9a2ee235f1403537b10c7687214bb1f2b9ebb52702c5aa4a77f0b3af7"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:408f8b0e2c04677e9c93f40eef3ab22f550fecb3011b187f66a096395ff3d9fd"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37a4b4fb0dd4d2669070fb05b8b8824afd0af57587393015baee1cf9890242d9"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:a943d297126c9230719c27fcbbeab57ecd5d15b0bd6bfd26e91bfcfe64220621"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:0a089e218654e740a41388893e090d2e2c22c29028c9d1353feb38638820bbeb"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-win32.whl", hash = "sha256:fa561138a64f949f3e889eb9ab8c58e1504ab351d6cf55259dc4c248eaa19da6"},
+    {file = "SQLAlchemy-2.0.30-cp38-cp38-win_amd64.whl", hash = "sha256:7d74336c65705b986d12a7e337ba27ab2b9d819993851b140efdf029248e818e"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ae8c62fe2480dd61c532ccafdbce9b29dacc126fe8be0d9a927ca3e699b9491a"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2383146973a15435e4717f94c7509982770e3e54974c71f76500a0136f22810b"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8409de825f2c3b62ab15788635ccaec0c881c3f12a8af2b12ae4910a0a9aeef6"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0094c5dc698a5f78d3d1539853e8ecec02516b62b8223c970c86d44e7a80f6c7"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:edc16a50f5e1b7a06a2dcc1f2205b0b961074c123ed17ebda726f376a5ab0953"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:f7703c2010355dd28f53deb644a05fc30f796bd8598b43f0ba678878780b6e4c"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-win32.whl", hash = "sha256:1f9a727312ff6ad5248a4367358e2cf7e625e98b1028b1d7ab7b806b7d757513"},
+    {file = "SQLAlchemy-2.0.30-cp39-cp39-win_amd64.whl", hash = "sha256:a0ef36b28534f2a5771191be6edb44cc2673c7b2edf6deac6562400288664221"},
+    {file = "SQLAlchemy-2.0.30-py3-none-any.whl", hash = "sha256:7108d569d3990c71e26a42f60474b4c02c8586c4681af5fd67e51a044fdea86a"},
+    {file = "SQLAlchemy-2.0.30.tar.gz", hash = "sha256:2b1708916730f4830bc69d6f49d37f7698b5bd7530aca7f04f785f8849e95255"},
 ]
 
 [package.dependencies]
@@ -6881,19 +7015,33 @@ files = [
 [package.extras]
 widechars = ["wcwidth"]
 
+[[package]]
+name = "tbb"
+version = "2021.12.0"
+description = "Intel® oneAPI Threading Building Blocks (oneTBB)"
+optional = true
+python-versions = "*"
+files = [
+    {file = "tbb-2021.12.0-py2.py3-none-manylinux1_i686.whl", hash = "sha256:f2cc9a7f8ababaa506cbff796ce97c3bf91062ba521e15054394f773375d81d8"},
+    {file = "tbb-2021.12.0-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:a925e9a7c77d3a46ae31c34b0bb7f801c4118e857d137b68f68a8e458fcf2bd7"},
+    {file = "tbb-2021.12.0-py3-none-win32.whl", hash = "sha256:b1725b30c174048edc8be70bd43bb95473f396ce895d91151a474d0fa9f450a8"},
+    {file = "tbb-2021.12.0-py3-none-win_amd64.whl", hash = "sha256:fc2772d850229f2f3df85f1109c4844c495a2db7433d38200959ee9265b34789"},
+]
+
 [[package]]
 name = "tenacity"
-version = "8.2.3"
+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
-    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
+    {file = "tenacity-8.3.0-py3-none-any.whl", hash = "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185"},
+    {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"},
 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "terminado"
@@ -7017,58 +7165,58 @@ torch = ["torch (>=1.6.0)"]
 
 [[package]]
 name = "threadpoolctl"
-version = "3.4.0"
+version = "3.5.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "threadpoolctl-3.4.0-py3-none-any.whl", hash = "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262"},
-    {file = "threadpoolctl-3.4.0.tar.gz", hash = "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"},
+    {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
+    {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
 ]
 
 [[package]]
 name = "tiktoken"
-version = "0.5.2"
+version = "0.7.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tiktoken-0.5.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8c4e654282ef05ec1bd06ead22141a9a1687991cef2c6a81bdd1284301abc71d"},
-    {file = "tiktoken-0.5.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7b3134aa24319f42c27718c6967f3c1916a38a715a0fa73d33717ba121231307"},
-    {file = "tiktoken-0.5.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6092e6e77730929c8c6a51bb0d7cfdf1b72b63c4d033d6258d1f2ee81052e9e5"},
-    {file = "tiktoken-0.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72ad8ae2a747622efae75837abba59be6c15a8f31b4ac3c6156bc56ec7a8e631"},
-    {file = "tiktoken-0.5.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:51cba7c8711afa0b885445f0637f0fcc366740798c40b981f08c5f984e02c9d1"},
-    {file = "tiktoken-0.5.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3d8c7d2c9313f8e92e987d585ee2ba0f7c40a0de84f4805b093b634f792124f5"},
-    {file = "tiktoken-0.5.2-cp310-cp310-win_amd64.whl", hash = "sha256:692eca18c5fd8d1e0dde767f895c17686faaa102f37640e884eecb6854e7cca7"},
-    {file = "tiktoken-0.5.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:138d173abbf1ec75863ad68ca289d4da30caa3245f3c8d4bfb274c4d629a2f77"},
-    {file = "tiktoken-0.5.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7388fdd684690973fdc450b47dfd24d7f0cbe658f58a576169baef5ae4658607"},
-    {file = "tiktoken-0.5.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a114391790113bcff670c70c24e166a841f7ea8f47ee2fe0e71e08b49d0bf2d4"},
-    {file = "tiktoken-0.5.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca96f001e69f6859dd52926d950cfcc610480e920e576183497ab954e645e6ac"},
-    {file = "tiktoken-0.5.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:15fed1dd88e30dfadcdd8e53a8927f04e1f6f81ad08a5ca824858a593ab476c7"},
-    {file = "tiktoken-0.5.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:93f8e692db5756f7ea8cb0cfca34638316dcf0841fb8469de8ed7f6a015ba0b0"},
-    {file = "tiktoken-0.5.2-cp311-cp311-win_amd64.whl", hash = "sha256:bcae1c4c92df2ffc4fe9f475bf8148dbb0ee2404743168bbeb9dcc4b79dc1fdd"},
-    {file = "tiktoken-0.5.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b76a1e17d4eb4357d00f0622d9a48ffbb23401dcf36f9716d9bd9c8e79d421aa"},
-    {file = "tiktoken-0.5.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:01d8b171bb5df4035580bc26d4f5339a6fd58d06f069091899d4a798ea279d3e"},
-    {file = "tiktoken-0.5.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42adf7d4fb1ed8de6e0ff2e794a6a15005f056a0d83d22d1d6755a39bffd9e7f"},
-    {file = "tiktoken-0.5.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c3f894dbe0adb44609f3d532b8ea10820d61fdcb288b325a458dfc60fefb7db"},
-    {file = "tiktoken-0.5.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:58ccfddb4e62f0df974e8f7e34a667981d9bb553a811256e617731bf1d007d19"},
-    {file = "tiktoken-0.5.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:58902a8bad2de4268c2a701f1c844d22bfa3cbcc485b10e8e3e28a050179330b"},
-    {file = "tiktoken-0.5.2-cp312-cp312-win_amd64.whl", hash = "sha256:5e39257826d0647fcac403d8fa0a474b30d02ec8ffc012cfaf13083e9b5e82c5"},
-    {file = "tiktoken-0.5.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:8bde3b0fbf09a23072d39c1ede0e0821f759b4fa254a5f00078909158e90ae1f"},
-    {file = "tiktoken-0.5.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2ddee082dcf1231ccf3a591d234935e6acf3e82ee28521fe99af9630bc8d2a60"},
-    {file = "tiktoken-0.5.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35c057a6a4e777b5966a7540481a75a31429fc1cb4c9da87b71c8b75b5143037"},
-    {file = "tiktoken-0.5.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c4a049b87e28f1dc60509f8eb7790bc8d11f9a70d99b9dd18dfdd81a084ffe6"},
-    {file = "tiktoken-0.5.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5bf5ce759089f4f6521ea6ed89d8f988f7b396e9f4afb503b945f5c949c6bec2"},
-    {file = "tiktoken-0.5.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:0c964f554af1a96884e01188f480dad3fc224c4bbcf7af75d4b74c4b74ae0125"},
-    {file = "tiktoken-0.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:368dd5726d2e8788e47ea04f32e20f72a2012a8a67af5b0b003d1e059f1d30a3"},
-    {file = "tiktoken-0.5.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a2deef9115b8cd55536c0a02c0203512f8deb2447f41585e6d929a0b878a0dd2"},
-    {file = "tiktoken-0.5.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2ed7d380195affbf886e2f8b92b14edfe13f4768ff5fc8de315adba5b773815e"},
-    {file = "tiktoken-0.5.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c76fce01309c8140ffe15eb34ded2bb94789614b7d1d09e206838fc173776a18"},
-    {file = "tiktoken-0.5.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60a5654d6a2e2d152637dd9a880b4482267dfc8a86ccf3ab1cec31a8c76bfae8"},
-    {file = "tiktoken-0.5.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:41d4d3228e051b779245a8ddd21d4336f8975563e92375662f42d05a19bdff41"},
-    {file = "tiktoken-0.5.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a5c1cdec2c92fcde8c17a50814b525ae6a88e8e5b02030dc120b76e11db93f13"},
-    {file = "tiktoken-0.5.2-cp39-cp39-win_amd64.whl", hash = "sha256:84ddb36faedb448a50b246e13d1b6ee3437f60b7169b723a4b2abad75e914f3e"},
-    {file = "tiktoken-0.5.2.tar.gz", hash = "sha256:f54c581f134a8ea96ce2023ab221d4d4d81ab614efa0b2fbce926387deb56c80"},
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"},
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79383a6e2c654c6040e5f8506f3750db9ddd71b550c724e673203b4f6b4b4590"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d4511c52caacf3c4981d1ae2df85908bd31853f33d30b345c8b6830763f769c"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13c94efacdd3de9aff824a788353aa5749c0faee1fbe3816df365ea450b82311"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8e58c7eb29d2ab35a7a8929cbeea60216a4ccdf42efa8974d8e176d50c9a3df5"},
+    {file = "tiktoken-0.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:21a20c3bd1dd3e55b91c1331bf25f4af522c525e771691adbc9a69336fa7f702"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:10c7674f81e6e350fcbed7c09a65bca9356eaab27fb2dac65a1e440f2bcfe30f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:084cec29713bc9d4189a937f8a35dbdfa785bd1235a34c1124fe2323821ee93f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:811229fde1652fedcca7c6dfe76724d0908775b353556d8a71ed74d866f73f7b"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86b6e7dc2e7ad1b3757e8a24597415bafcfb454cebf9a33a01f2e6ba2e663992"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1063c5748be36344c7e18c7913c53e2cca116764c2080177e57d62c7ad4576d1"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20295d21419bfcca092644f7e2f2138ff947a6eb8cfc732c09cc7d76988d4a89"},
+    {file = "tiktoken-0.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:959d993749b083acc57a317cbc643fb85c014d055b2119b739487288f4e5d1cb"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:71c55d066388c55a9c00f61d2c456a6086673ab7dec22dd739c23f77195b1908"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:09ed925bccaa8043e34c519fbb2f99110bd07c6fd67714793c21ac298e449410"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:03c6c40ff1db0f48a7b4d2dafeae73a5607aacb472fa11f125e7baf9dce73704"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d20b5c6af30e621b4aca094ee61777a44118f52d886dbe4f02b70dfe05c15350"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d427614c3e074004efa2f2411e16c826f9df427d3c70a54725cae860f09e4bf4"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8c46d7af7b8c6987fac9b9f61041b452afe92eb087d29c9ce54951280f899a97"},
+    {file = "tiktoken-0.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:0bc603c30b9e371e7c4c7935aba02af5994a909fc3c0fe66e7004070858d3f8f"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2398fecd38c921bcd68418675a6d155fad5f5e14c2e92fcf5fe566fa5485a858"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8f5f6afb52fb8a7ea1c811e435e4188f2bef81b5e0f7a8635cc79b0eef0193d6"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:861f9ee616766d736be4147abac500732b505bf7013cfaf019b85892637f235e"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54031f95c6939f6b78122c0aa03a93273a96365103793a22e1793ee86da31685"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:fffdcb319b614cf14f04d02a52e26b1d1ae14a570f90e9b55461a72672f7b13d"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c72baaeaefa03ff9ba9688624143c858d1f6b755bb85d456d59e529e17234769"},
+    {file = "tiktoken-0.7.0-cp38-cp38-win_amd64.whl", hash = "sha256:131b8aeb043a8f112aad9f46011dced25d62629091e51d9dc1adbf4a1cc6aa98"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cabc6dc77460df44ec5b879e68692c63551ae4fae7460dd4ff17181df75f1db7"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8d57f29171255f74c0aeacd0651e29aa47dff6f070cb9f35ebc14c82278f3b25"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ee92776fdbb3efa02a83f968c19d4997a55c8e9ce7be821ceee04a1d1ee149c"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e215292e99cb41fbc96988ef62ea63bb0ce1e15f2c147a61acc319f8b4cbe5bf"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8a81bac94769cab437dd3ab0b8a4bc4e0f9cf6835bcaa88de71f39af1791727a"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:d6d73ea93e91d5ca771256dfc9d1d29f5a554b83821a1dc0891987636e0ae226"},
+    {file = "tiktoken-0.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:2bcb28ddf79ffa424f171dfeef9a4daff61a94c631ca6813f43967cb263b83b9"},
+    {file = "tiktoken-0.7.0.tar.gz", hash = "sha256:1077266e949c24e0291f6c350433c6f0971365ece2b173a23bc3b9f9defef6b6"},
 ]
 
 [package.dependencies]
@@ -7080,13 +7228,13 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.3.0"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
-    {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
+    {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"},
+    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
 ]
 
 [package.dependencies]
@@ -7094,7 +7242,7 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
 [[package]]
 name = "tldextract"
@@ -7255,17 +7403,6 @@ dev = ["tokenizers[testing]"]
 docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
 testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
-[[package]]
-name = "toml"
-version = "0.10.2"
-description = "Python Library for Tom's Obvious, Minimal Language"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
-    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
-    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
-]
-
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -7290,42 +7427,38 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.2.2"
+version = "2.3.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = true
 python-versions = ">=3.8.0"
 files = [
-    {file = "torch-2.2.2-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:bc889d311a855dd2dfd164daf8cc903a6b7273a747189cebafdd89106e4ad585"},
-    {file = "torch-2.2.2-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:15dffa4cc3261fa73d02f0ed25f5fa49ecc9e12bf1ae0a4c1e7a88bbfaad9030"},
-    {file = "torch-2.2.2-cp310-cp310-win_amd64.whl", hash = "sha256:11e8fe261233aeabd67696d6b993eeb0896faa175c6b41b9a6c9f0334bdad1c5"},
-    {file = "torch-2.2.2-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:b2e2200b245bd9f263a0d41b6a2dab69c4aca635a01b30cca78064b0ef5b109e"},
-    {file = "torch-2.2.2-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:877b3e6593b5e00b35bbe111b7057464e76a7dd186a287280d941b564b0563c2"},
-    {file = "torch-2.2.2-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:ad4c03b786e074f46606f4151c0a1e3740268bcf29fbd2fdf6666d66341c1dcb"},
-    {file = "torch-2.2.2-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:32827fa1fbe5da8851686256b4cd94cc7b11be962862c2293811c94eea9457bf"},
-    {file = "torch-2.2.2-cp311-cp311-win_amd64.whl", hash = "sha256:f9ef0a648310435511e76905f9b89612e45ef2c8b023bee294f5e6f7e73a3e7c"},
-    {file = "torch-2.2.2-cp311-none-macosx_10_9_x86_64.whl", hash = "sha256:95b9b44f3bcebd8b6cd8d37ec802048c872d9c567ba52c894bba90863a439059"},
-    {file = "torch-2.2.2-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:49aa4126ede714c5aeef7ae92969b4b0bbe67f19665106463c39f22e0a1860d1"},
-    {file = "torch-2.2.2-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:cf12cdb66c9c940227ad647bc9cf5dba7e8640772ae10dfe7569a0c1e2a28aca"},
-    {file = "torch-2.2.2-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:89ddac2a8c1fb6569b90890955de0c34e1724f87431cacff4c1979b5f769203c"},
-    {file = "torch-2.2.2-cp312-cp312-win_amd64.whl", hash = "sha256:451331406b760f4b1ab298ddd536486ab3cfb1312614cfe0532133535be60bea"},
-    {file = "torch-2.2.2-cp312-none-macosx_10_9_x86_64.whl", hash = "sha256:eb4d6e9d3663e26cd27dc3ad266b34445a16b54908e74725adb241aa56987533"},
-    {file = "torch-2.2.2-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:bf9558da7d2bf7463390b3b2a61a6a3dbb0b45b161ee1dd5ec640bf579d479fc"},
-    {file = "torch-2.2.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:cd2bf7697c9e95fb5d97cc1d525486d8cf11a084c6af1345c2c2c22a6b0029d0"},
-    {file = "torch-2.2.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:b421448d194496e1114d87a8b8d6506bce949544e513742b097e2ab8f7efef32"},
-    {file = "torch-2.2.2-cp38-cp38-win_amd64.whl", hash = "sha256:3dbcd563a9b792161640c0cffe17e3270d85e8f4243b1f1ed19cca43d28d235b"},
-    {file = "torch-2.2.2-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:31f4310210e7dda49f1fb52b0ec9e59382cfcb938693f6d5378f25b43d7c1d29"},
-    {file = "torch-2.2.2-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:c795feb7e8ce2e0ef63f75f8e1ab52e7fd5e1a4d7d0c31367ade1e3de35c9e95"},
-    {file = "torch-2.2.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:a6e5770d68158d07456bfcb5318b173886f579fdfbf747543901ce718ea94782"},
-    {file = "torch-2.2.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:67dcd726edff108e2cd6c51ff0e416fd260c869904de95750e80051358680d24"},
-    {file = "torch-2.2.2-cp39-cp39-win_amd64.whl", hash = "sha256:539d5ef6c4ce15bd3bd47a7b4a6e7c10d49d4d21c0baaa87c7d2ef8698632dfb"},
-    {file = "torch-2.2.2-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:dff696de90d6f6d1e8200e9892861fd4677306d0ef604cb18f2134186f719f82"},
-    {file = "torch-2.2.2-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:3a4dd910663fd7a124c056c878a52c2b0be4a5a424188058fe97109d4436ee42"},
+    {file = "torch-2.3.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:d8ea5a465dbfd8501f33c937d1f693176c9aef9d1c1b0ca1d44ed7b0a18c52ac"},
+    {file = "torch-2.3.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:09c81c5859a5b819956c6925a405ef1cdda393c9d8a01ce3851453f699d3358c"},
+    {file = "torch-2.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:1bf023aa20902586f614f7682fedfa463e773e26c58820b74158a72470259459"},
+    {file = "torch-2.3.0-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:758ef938de87a2653bba74b91f703458c15569f1562bf4b6c63c62d9c5a0c1f5"},
+    {file = "torch-2.3.0-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:493d54ee2f9df100b5ce1d18c96dbb8d14908721f76351e908c9d2622773a788"},
+    {file = "torch-2.3.0-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:bce43af735c3da16cc14c7de2be7ad038e2fbf75654c2e274e575c6c05772ace"},
+    {file = "torch-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:729804e97b7cf19ae9ab4181f91f5e612af07956f35c8b2c8e9d9f3596a8e877"},
+    {file = "torch-2.3.0-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:d24e328226d8e2af7cf80fcb1d2f1d108e0de32777fab4aaa2b37b9765d8be73"},
+    {file = "torch-2.3.0-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:b0de2bdc0486ea7b14fc47ff805172df44e421a7318b7c4d92ef589a75d27410"},
+    {file = "torch-2.3.0-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:a306c87a3eead1ed47457822c01dfbd459fe2920f2d38cbdf90de18f23f72542"},
+    {file = "torch-2.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:f9b98bf1a3c8af2d4c41f0bf1433920900896c446d1ddc128290ff146d1eb4bd"},
+    {file = "torch-2.3.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:dca986214267b34065a79000cee54232e62b41dff1ec2cab9abc3fc8b3dee0ad"},
+    {file = "torch-2.3.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:20572f426965dd8a04e92a473d7e445fa579e09943cc0354f3e6fef6130ce061"},
+    {file = "torch-2.3.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:e65ba85ae292909cde0dde6369826d51165a3fc8823dc1854cd9432d7f79b932"},
+    {file = "torch-2.3.0-cp38-cp38-win_amd64.whl", hash = "sha256:5515503a193781fd1b3f5c474e89c9dfa2faaa782b2795cc4a7ab7e67de923f6"},
+    {file = "torch-2.3.0-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:6ae9f64b09516baa4ef890af0672dc981c20b1f0d829ce115d4420a247e88fba"},
+    {file = "torch-2.3.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:cd0dc498b961ab19cb3f8dbf0c6c50e244f2f37dbfa05754ab44ea057c944ef9"},
+    {file = "torch-2.3.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:e05f836559251e4096f3786ee99f4a8cbe67bc7fbedba8ad5e799681e47c5e80"},
+    {file = "torch-2.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:4fb27b35dbb32303c2927da86e27b54a92209ddfb7234afb1949ea2b3effffea"},
+    {file = "torch-2.3.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:760f8bedff506ce9e6e103498f9b1e9e15809e008368594c3a66bf74a8a51380"},
 ]
 
 [package.dependencies]
 filelock = "*"
 fsspec = "*"
 jinja2 = "*"
+mkl = {version = ">=2021.1.1,<=2021.4.0", markers = "platform_system == \"Windows\""}
 networkx = "*"
 nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
@@ -7336,10 +7469,10 @@ nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linu
 nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
-nvidia-nccl-cu12 = {version = "2.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nccl-cu12 = {version = "2.20.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
-triton = {version = "2.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
+triton = {version = "2.3.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
 typing-extensions = ">=4.8.0"
 
 [package.extras]
@@ -7395,13 +7528,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.3"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"},
-    {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"},
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
@@ -7498,17 +7631,17 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "triton"
-version = "2.2.0"
+version = "2.3.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = true
 python-versions = "*"
 files = [
-    {file = "triton-2.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2294514340cfe4e8f4f9e5c66c702744c4a117d25e618bd08469d0bfed1e2e5"},
-    {file = "triton-2.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:da58a152bddb62cafa9a857dd2bc1f886dbf9f9c90a2b5da82157cd2b34392b0"},
-    {file = "triton-2.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0af58716e721460a61886668b205963dc4d1e4ac20508cc3f623aef0d70283d5"},
-    {file = "triton-2.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e8fe46d3ab94a8103e291bd44c741cc294b91d1d81c1a2888254cbf7ff846dab"},
-    {file = "triton-2.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8ce26093e539d727e7cf6f6f0d932b1ab0574dc02567e684377630d86723ace"},
-    {file = "triton-2.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:227cc6f357c5efcb357f3867ac2a8e7ecea2298cd4606a8ba1e931d1d5a947df"},
+    {file = "triton-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ce4b8ff70c48e47274c66f269cce8861cf1dc347ceeb7a67414ca151b1822d8"},
+    {file = "triton-2.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3c3d9607f85103afdb279938fc1dd2a66e4f5999a58eb48a346bd42738f986dd"},
+    {file = "triton-2.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:218d742e67480d9581bafb73ed598416cc8a56f6316152e5562ee65e33de01c0"},
+    {file = "triton-2.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:381ec6b3dac06922d3e4099cfc943ef032893b25415de295e82b1a82b0359d2c"},
+    {file = "triton-2.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:038e06a09c06a164fef9c48de3af1e13a63dc1ba3c792871e61a8e79720ea440"},
+    {file = "triton-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d8f636e0341ac348899a47a057c3daea99ea7db31528a225a3ba4ded28ccc65"},
 ]
 
 [package.dependencies]
@@ -7681,13 +7814,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.25.3"
+version = "20.26.2"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.25.3-py3-none-any.whl", hash = "sha256:8aac4332f2ea6ef519c648d0bc48a5b1d324994753519919bddbb1aff25a104e"},
-    {file = "virtualenv-20.25.3.tar.gz", hash = "sha256:7bb554bbdfeaacc3349fa614ea5bff6ac300fc7c335e9facf3a3bcfc703f45be"},
+    {file = "virtualenv-20.26.2-py3-none-any.whl", hash = "sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b"},
+    {file = "virtualenv-20.26.2.tar.gz", hash = "sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c"},
 ]
 
 [package.dependencies]
@@ -7815,17 +7948,17 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.7.0"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
-    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
+    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
+    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
@@ -8157,18 +8290,18 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.18.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.18.2-py3-none-any.whl", hash = "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"},
+    {file = "zipp-3.18.2.tar.gz", hash = "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
 anthropic = ["anthropic"]
@@ -8188,4 +8321,4 @@ vectordb = ["faiss-cpu", "numpy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8.1"
-content-hash = "26f41558dce359ec36fb10d3e71413a9a4392f9f47e54f9283a4c520e8246d7d"
+content-hash = "ebae16aa66c7e7789668d5f7ec3779ee60055f427df9b4ede98596a3a6bc5d2f"
diff --git a/pyproject.toml b/pyproject.toml
index 07847276f..f8413f823 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "guardrails-ai"
-version = "0.4.3"
+version = "0.4.4"
 description = "Adding guardrails to large language models."
 authors = ["Guardrails AI "]
 license = "Apache License 2.0"
@@ -15,7 +15,7 @@ guardrails = "guardrails.cli:cli"
 [tool.poetry.dependencies]
 python = "^3.8.1"
 lxml = "^4.9.3"
-openai = "<2"
+openai = "^1.30.1"
 rich = "^13.6.0"
 pydantic = ">=1.10.9, <3.0"
 typer = {extras = ["all"], version = "^0.9.0"}
@@ -25,7 +25,7 @@ regex = "^2023.10.3"
 rstr = "^3.2.2"
 typing-extensions = "^4.8.0"
 python-dateutil = "^2.8.2"
-tiktoken = "^0.5.1"
+tiktoken = ">=0.5.1"
 
 sqlvalidator = {version = "^0.0.20", optional = true}
 sqlalchemy = {version = ">=2.0.9", optional = true}
@@ -36,7 +36,7 @@ faiss-cpu = {version = "^1.7.4", optional = true}
 numpy = {version = ">=1.24", optional = true}
 alt-profanity-check = {version = "^1.3.1", optional = true}
 detect-secrets = {version = "^1.4.0", optional = true}
-litellm = {version = "^1.34.38", optional = true}
+litellm = {version = "^1.37.14", optional = true}
 manifest-ml = {version = "^0.1.8", optional = true}
 transformers = {version = "^4.36.0", optional = true}
 presidio_analyzer = {version = "^2.2.33", optional = true}
@@ -58,6 +58,7 @@ coloredlogs = "^15.0.1"
 requests = "^2.31.0"
 guardrails-api-client = "^0.1.1"
 jwt = "^1.3.1"
+pip = ">=22"
 
 [tool.poetry.extras]
 sql = ["sqlvalidator", "sqlalchemy", "sqlglot"]
diff --git a/tests/unit_tests/classes/test_credentials.py b/tests/unit_tests/classes/test_credentials.py
index 6cedc564c..4e54030a5 100644
--- a/tests/unit_tests/classes/test_credentials.py
+++ b/tests/unit_tests/classes/test_credentials.py
@@ -1,3 +1,4 @@
+import pytest
 from tests.unit_tests.mocks.mock_file import MockFile
 
 
@@ -38,3 +39,42 @@ def test_from_rc_file(mocker):
     # it doesn't care if the key values are actually correct.
     # Something to watch out for.
     mock_from_dict.assert_called_once_with({"key1": "val1", "key2": "val2"})
+
+
+@pytest.mark.parametrize("no_metrics", [True, False, None])
+def test_from_rc_file_backfill_no_metrics_true(mocker, no_metrics):
+    expanduser_mock = mocker.patch("guardrails.classes.credentials.expanduser")
+    expanduser_mock.return_value = "/Home"
+
+    import os
+
+    join_spy = mocker.spy(os.path, "join")
+
+    mock_file = MockFile()
+    mock_open = mocker.patch("guardrails.classes.credentials.open")
+    mock_open.return_value = mock_file
+    readlines_spy = mocker.patch.object(mock_file, "readlines")
+    readlines_spy.return_value = [f"no_metrics={no_metrics}"]
+    close_spy = mocker.spy(mock_file, "close")
+
+    from guardrails.classes.credentials import Credentials
+
+    mock_from_dict = mocker.patch.object(Credentials, "from_dict")
+
+    Credentials.from_rc_file()
+
+    assert expanduser_mock.called is True
+    join_spy.assert_called_once_with("/Home", ".guardrailsrc")
+
+    assert mock_open.call_count == 1
+    assert readlines_spy.call_count == 1
+    assert close_spy.call_count == 1
+    # This is supposed to look wrong; since this method is on the super,
+    # it doesn't care if the key values are actually correct.
+    # Something to watch out for.
+
+    expected_dict = {"enable_metrics": not no_metrics}
+    if no_metrics is None:
+        expected_dict = {}
+
+    mock_from_dict.assert_called_once_with(expected_dict)
diff --git a/tests/unit_tests/cli/hub/test_install.py b/tests/unit_tests/cli/hub/test_install.py
index bf07e1847..89865567c 100644
--- a/tests/unit_tests/cli/hub/test_install.py
+++ b/tests/unit_tests/cli/hub/test_install.py
@@ -60,7 +60,7 @@ def test_happy_path(self, mocker):
 
         from guardrails.cli.hub.install import install
 
-        install("hub://guardrails/test-validator")
+        install("hub://guardrails/test-validator", quiet=False)
 
         log_calls = [
             call(level=5, msg="Installing hub://guardrails/test-validator..."),
@@ -77,7 +77,9 @@ def test_happy_path(self, mocker):
 
         assert mock_get_site_packages_location.call_count == 1
 
-        mock_install_hub_module.assert_called_once_with(manifest, site_packages)
+        mock_install_hub_module.assert_called_once_with(
+            manifest, site_packages, quiet=False
+        )
 
         mock_run_post_install.assert_called_once_with(manifest, site_packages)
 
@@ -86,7 +88,7 @@ def test_happy_path(self, mocker):
 
 class TestPipProcess:
     def test_no_package_string_format(self, mocker):
-        mock_logger_debug = mocker.patch("guardrails.cli.hub.install.logger.debug")
+        mock_logger_debug = mocker.patch("guardrails.cli.hub.utils.logger.debug")
 
         mock_sys_executable = mocker.patch("guardrails.cli.hub.install.sys.executable")
 
@@ -126,7 +128,7 @@ class MockBytesHeaderParser:
             def parsebytes(self, *args):
                 return {"output": "json"}
 
-        mock_bytes_parser = mocker.patch("guardrails.cli.hub.install.BytesHeaderParser")
+        mock_bytes_parser = mocker.patch("guardrails.cli.hub.utils.BytesHeaderParser")
         mock_bytes_header_parser = MockBytesHeaderParser()
         mock_bytes_parser.return_value = mock_bytes_header_parser
 
@@ -139,7 +141,7 @@ def parsebytes(self, *args):
             call("running pip show  pip"),
             call("decoding output from pip show pip"),
             call(
-                "json parse exception in decoding output from pip show pip. Falling back to accumulating the byte stream"  # noqa
+                "JSON parse exception in decoding output from pip show pip. Falling back to accumulating the byte stream"  # noqa
             ),
         ]
         mock_logger_debug.assert_has_calls(debug_calls)
@@ -205,7 +207,7 @@ def test_other_exception(self, mocker):
 
 
 def test_get_site_packages_location(mocker):
-    mock_pip_process = mocker.patch("guardrails.cli.hub.install.pip_process")
+    mock_pip_process = mocker.patch("guardrails.cli.hub.utils.pip_process")
     mock_pip_process.return_value = {"Location": "/site-pacakges"}
 
     from guardrails.cli.hub.install import get_site_packages_location
@@ -693,16 +695,97 @@ def test_install_hub_module(mocker):
     mock_get_install_url.assert_called_once_with(manifest)
     mock_get_hub_directory.assert_called_once_with(manifest, site_packages)
 
+    assert mock_pip_process.call_count == 5
+    pip_calls = [
+        call(
+            "install",
+            "mock-install-url",
+            ["--target=mock/install/directory", "--no-deps"],
+            quiet=False,
+        ),
+        call(
+            "inspect",
+            flags=["--path=mock/install/directory"],
+            format="json",
+            quiet=False,
+        ),
+        call("install", "rstr", quiet=False),
+        call("install", "openai<2", quiet=False),
+        call("install", "pydash>=7.0.6,<8.0.0", quiet=False),
+    ]
+    mock_pip_process.assert_has_calls(pip_calls)
+
+
+def test_quiet_install(mocker):
+    mock_get_install_url = mocker.patch("guardrails.cli.hub.install.get_install_url")
+    mock_get_install_url.return_value = "mock-install-url"
+
+    mock_get_hub_directory = mocker.patch(
+        "guardrails.cli.hub.install.get_hub_directory"
+    )
+    mock_get_hub_directory.return_value = "mock/install/directory"
+
+    mock_pip_process = mocker.patch("guardrails.cli.hub.install.pip_process")
+    inspect_report = {
+        "installed": [
+            {
+                "metadata": {
+                    "requires_dist": [
+                        "rstr",
+                        "openai <2",
+                        "pydash (>=7.0.6,<8.0.0)",
+                        'faiss-cpu (>=1.7.4,<2.0.0) ; extra == "vectordb"',
+                    ]
+                }
+            }
+        ]
+    }
+    mock_pip_process.side_effect = [
+        "Sucessfully installed test-validator",
+        inspect_report,
+        "Sucessfully installed rstr",
+        "Sucessfully installed openai<2",
+        "Sucessfully installed pydash>=7.0.6,<8.0.0",
+    ]
+
+    from guardrails.cli.hub.install import install_hub_module
+
+    manifest = ModuleManifest.from_dict(
+        {
+            "id": "id",
+            "name": "name",
+            "author": {"name": "me", "email": "me@me.me"},
+            "maintainers": [],
+            "repository": {"url": "some-repo"},
+            "namespace": "guardrails-ai",
+            "package_name": "test-validator",
+            "module_name": "validator",
+            "exports": ["TestValidator"],
+            "tags": {},
+        }
+    )
+    site_packages = "./site-packages"
+    install_hub_module(manifest, site_packages, quiet=True)
+
+    mock_get_install_url.assert_called_once_with(manifest)
+    mock_get_hub_directory.assert_called_once_with(manifest, site_packages)
+
     assert mock_pip_process.call_count == 5
     pip_calls = [
         call(
             "install",
             "mock-install-url",
             ["--target=mock/install/directory", "--no-deps", "-q"],
+            quiet=True,
+        ),
+        call(
+            "inspect",
+            flags=["--path=mock/install/directory"],
+            format="json",
+            quiet=True,
         ),
-        call("inspect", flags=["--path=mock/install/directory"], format="json"),
-        call("install", "rstr"),
-        call("install", "openai<2"),
-        call("install", "pydash>=7.0.6,<8.0.0"),
+        call("install", "rstr", quiet=True),
+        call("install", "openai<2", quiet=True),
+        call("install", "pydash>=7.0.6,<8.0.0", quiet=True),
     ]
     mock_pip_process.assert_has_calls(pip_calls)
diff --git a/tests/unit_tests/cli/hub/test_uninstall.py b/tests/unit_tests/cli/hub/test_uninstall.py
new file mode 100644
index 000000000..2c4ec55e9
--- /dev/null
+++ b/tests/unit_tests/cli/hub/test_uninstall.py
@@ -0,0 +1,100 @@
+from unittest.mock import mock_open, call
+
+import pytest
+
+from guardrails.cli.server.module_manifest import ModuleManifest
+from guardrails.cli.hub.uninstall import remove_from_hub_inits
+
+manifest_mock = ModuleManifest(
+    encoder="some_encoder",
+    id="module_id",
+    name="test_module",
+    author={"name": "Author Name", "email": "author@example.com"},
+    maintainers=[{"name": "Maintainer Name", "email": "maintainer@example.com"}],
+    repository={"url": "https://github.com/example/repo"},
+    namespace="guardrails",
+    package_name="test_package",
+    module_name="test_module",
+    exports=["Validator", "Helper"],
+)
+
+
+def test_remove_from_hub_inits(mocker):
+    mocker.patch(
+        "guardrails.cli.hub.uninstall.get_org_and_package_dirs",
+        return_value=["guardrails", "test_package"],
+    )
+    mock_remove_line = mocker.patch("guardrails.cli.hub.uninstall.remove_line")
+    mock_remove_dirs = mocker.patch("shutil.rmtree")
+
+    remove_from_hub_inits(manifest_mock, "/site-packages")
+
+    expected_calls = [
+        call(
+            "/site-packages/guardrails/hub/__init__.py",
+            "from guardrails.hub.guardrails.test_package.test_module import "
+            "Validator, Helper",
+        ),
+        call(
+            "/site-packages/guardrails/hub/guardrails/__init__.py",
+            "from guardrails.hub.guardrails.test_package.test_module import "
+            "Validator, Helper",
+        ),
+    ]
+
+    mock_remove_line.assert_has_calls(expected_calls, any_order=True)
+    mock_remove_dirs.assert_called_once_with("/site-packages/guardrails/hub/guardrails")
+
+
+def test_uninstall_invalid_uri(mocker):
+    with pytest.raises(SystemExit):
+        mock_logger_error = mocker.patch("guardrails.cli.hub.uninstall.logger.error")
+        mocker.patch(
+            "guardrails.cli.hub.uninstall.get_validator_manifest",
+            return_value=manifest_mock,
+        )
+        mocker.patch(
+            "guardrails.cli.hub.utils.pip_process",
+            return_value={"Location": "/fake/site-packages"},
+        )
+
+        m_open = mock_open(read_data="import something")
+        mocker.patch("builtins.open", m_open)
+        mocker.patch("os.path.exists", return_value=True)
+
+        mocker.patch("subprocess.check_call")
+        from guardrails.cli.hub.uninstall import uninstall
+
+        uninstall("not a hub uri")
+
+        mock_logger_error.assert_called_once_with("Invalid URI!")
+
+        m_open.assert_called()
+
+        mock_subprocess_check_call = mocker.patch("subprocess.check_call")
+        mock_subprocess_check_call.assert_not_called()
+
+
+def test_uninstall_valid_uri(mocker):
+    mocker.patch(
+        "guardrails.cli.hub.uninstall.get_validator_manifest",
+        return_value=manifest_mock,
+    )
+    mocker.patch(
+        "guardrails.cli.hub.uninstall.get_site_packages_location",
+        return_value="/site-packages",
+    )
+    mock_uninstall_hub_module = mocker.patch(
+        "guardrails.cli.hub.uninstall.uninstall_hub_module"
+    )
+    mock_remove_from_hub_inits = mocker.patch(
+        "guardrails.cli.hub.uninstall.remove_from_hub_inits"
+    )
+    mocker.patch("guardrails.cli.hub.uninstall.console")
+
+    from guardrails.cli.hub.uninstall import uninstall
+
+    uninstall("hub://guardrails/test-validator")
+
+    mock_uninstall_hub_module.assert_called_once_with(manifest_mock, "/site-packages")
+    mock_remove_from_hub_inits.assert_called_once_with(manifest_mock, "/site-packages")
diff --git a/tests/unit_tests/cli/test_configure.py b/tests/unit_tests/cli/test_configure.py
index af38e47d7..dd1e2620a 100644
--- a/tests/unit_tests/cli/test_configure.py
+++ b/tests/unit_tests/cli/test_configure.py
@@ -26,7 +26,7 @@ def test_configure(mocker, token, no_metrics):
     configure(token, no_metrics)
 
     assert mock_logger_info.call_count == 2
-    expected_calls = [call("Configuring..."), call("Validating credentials...")]
+    expected_calls = [call("Configuration saved."), call("Validating credentials...")]
     mock_logger_info.assert_has_calls(expected_calls)
 
     mock_save_configuration_file.assert_called_once_with(token, no_metrics)
@@ -34,32 +34,6 @@ def test_configure(mocker, token, no_metrics):
     assert mock_get_auth.call_count == 1
 
 
-def test_configure_prompting(mocker):
-    mock_typer_prompt = mocker.patch("typer.prompt")
-    mock_typer_prompt.side_effect = ["token"]
-    mock_save_configuration_file = mocker.patch(
-        "guardrails.cli.configure.save_configuration_file"
-    )
-    mock_logger_info = mocker.patch("guardrails.cli.configure.logger.info")
-    mock_get_auth = mocker.patch("guardrails.cli.configure.get_auth")
-
-    from guardrails.cli.configure import configure
-
-    configure(None, False)
-
-    assert mock_typer_prompt.call_count == 1
-    expected_calls = [call("Token", hide_input=True)]
-    mock_typer_prompt.assert_has_calls(expected_calls)
-
-    assert mock_logger_info.call_count == 2
-    expected_calls = [call("Configuring..."), call("Validating credentials...")]
-    mock_logger_info.assert_has_calls(expected_calls)
-
-    mock_save_configuration_file.assert_called_once_with("token", False)
-
-    assert mock_get_auth.call_count == 1
-
-
 def test_save_configuration_file(mocker):
     # TODO: Re-enable this once we move nltk.download calls to individual validator repos.  # noqa
     # Right now, it fires during our import chain, causing this to blow up
@@ -95,7 +69,7 @@ def test_save_configuration_file(mocker):
         [
             f"id=f49354e0-80c7-4591-81db-cc2f945e5f1e{os.linesep}",
             f"token=token{os.linesep}",
-            "no_metrics=true",
+            "enable_metrics=true",
         ]
     )
     assert close_spy.call_count == 1
diff --git a/tests/unit_tests/test_async_guard.py b/tests/unit_tests/test_async_guard.py
new file mode 100644
index 000000000..0f4e33d6d
--- /dev/null
+++ b/tests/unit_tests/test_async_guard.py
@@ -0,0 +1,585 @@
+import openai
+import pytest
+from pydantic import BaseModel
+
+from guardrails import AsyncGuard, Rail, Validator
+from guardrails.datatypes import verify_metadata_requirements
+from guardrails.utils import args, kwargs, on_fail
+from guardrails.utils.openai_utils import OPENAI_VERSION
+from guardrails.validator_base import OnFailAction
+from guardrails.validators import (  # ReadingTime,
+    EndsWith,
+    LowerCase,
+    OneLine,
+    PassResult,
+    TwoWords,
+    UpperCase,
+    ValidLength,
+    register_validator,
+)
+
+
+@register_validator("myrequiringvalidator", data_type="string")
+class RequiringValidator(Validator):
+    required_metadata_keys = ["required_key"]
+
+    def validate(self, value, metadata):
+        return PassResult()
+
+
+@register_validator("myrequiringvalidator2", data_type="string")
+class RequiringValidator2(Validator):
+    required_metadata_keys = ["required_key2"]
+
+    def validate(self, value, metadata):
+        return PassResult()
+
+
+@pytest.mark.parametrize(
+    "spec,metadata,error_message",
+    [
+        (
+            """
+
+
+    
+
+
+        """,
+            {"required_key": "a"},
+            "Missing required metadata keys: required_key",
+        ),
+        (
+            """
+
+
+    
+        
+    
+    
+        
+    
+
+
+        """,
+            {"required_key": "a", "required_key2": "b"},
+            "Missing required metadata keys: required_key, required_key2",
+        ),
+        (
+            """
+
+
+    
+    
+    
+    
+        
+    
+    
+        
+    
+    
+    
+    
+
+
+""",
+            {"required_key": "a"},
+            "Missing required metadata keys: required_key",
+        ),
+    ],
+)
+@pytest.mark.asyncio
+@pytest.mark.skipif(not OPENAI_VERSION.startswith("0"), reason="Only for OpenAI v0")
+async def test_required_metadata(spec, metadata, error_message):
+    guard = AsyncGuard.from_rail_string(spec)
+
+    missing_keys = verify_metadata_requirements({}, guard.output_schema.root_datatype)
+    assert set(missing_keys) == set(metadata)
+
+    not_missing_keys = verify_metadata_requirements(
+        metadata, guard.output_schema.root_datatype
+    )
+    assert not_missing_keys == []
+
+    # test sync guard
+    with pytest.raises(ValueError) as excinfo:
+        guard.parse("{}")
+    assert str(excinfo.value) == error_message
+
+    response = guard.parse("{}", metadata=metadata, num_reasks=0)
+    assert response.error is None
+
+    # test async guard
+    with pytest.raises(ValueError) as excinfo:
+        guard.parse("{}")
+        await guard.parse("{}", llm_api=openai.ChatCompletion.acreate, num_reasks=0)
+    assert str(excinfo.value) == error_message
+
+    response = await guard.parse(
+        "{}", metadata=metadata, llm_api=openai.ChatCompletion.acreate, num_reasks=0
+    )
+    assert response.error is None
+
+
+rail = Rail.from_string_validators([], "empty railspec")
+empty_rail_string = """
+
+"""
+
+
+class EmptyModel(BaseModel):
+    empty_field: str
+
+
+i_guard_none = AsyncGuard(rail)
+i_guard_two = AsyncGuard(rail, 2)
+r_guard_none = AsyncGuard.from_rail("tests/unit_tests/test_assets/empty.rail")
+r_guard_two = AsyncGuard.from_rail("tests/unit_tests/test_assets/empty.rail", 2)
+rs_guard_none = AsyncGuard.from_rail_string(empty_rail_string)
+rs_guard_two = AsyncGuard.from_rail_string(empty_rail_string, 2)
+py_guard_none = AsyncGuard.from_pydantic(output_class=EmptyModel)
+py_guard_two = AsyncGuard.from_pydantic(output_class=EmptyModel, num_reasks=2)
+s_guard_none = AsyncGuard.from_string(validators=[], description="empty railspec")
+s_guard_two = AsyncGuard.from_string(
+    validators=[], description="empty railspec", num_reasks=2
+)
+
+
+@pytest.mark.parametrize(
+    "guard,expected_num_reasks,config_num_reasks",
+    [
+        (i_guard_none, 1, None),
+        (i_guard_two, 2, None),
+        (i_guard_none, 3, 3),
+        (r_guard_none, 1, None),
+        (r_guard_two, 2, None),
+        (r_guard_none, 3, 3),
+        (rs_guard_none, 1, None),
+        (rs_guard_two, 2, None),
+        (rs_guard_none, 3, 3),
+        (py_guard_none, 1, None),
+        (py_guard_two, 2, None),
+        (py_guard_none, 3, 3),
+        (s_guard_none, 1, None),
+        (s_guard_two, 2, None),
+        (s_guard_none, 3, 3),
+    ],
+)
+def test_configure(guard: AsyncGuard, expected_num_reasks: int, config_num_reasks: int):
+    guard.configure(config_num_reasks)
+    assert guard.num_reasks == expected_num_reasks
+
+
+def guard_init_from_rail():
+    guard = AsyncGuard.from_rail("tests/unit_tests/test_assets/simple.rail")
+    assert (
+        guard.instructions.format().source.strip()
+        == "You are a helpful bot, who answers only with valid JSON"
+    )
+    assert guard.prompt.format().source.strip() == "Extract a string from the text"
+
+
+def test_use():
+    guard: AsyncGuard = (
+        AsyncGuard()
+        .use(EndsWith("a"))
+        .use(OneLine())
+        .use(LowerCase)
+        .use(TwoWords, on_fail=OnFailAction.REASK)
+        .use(ValidLength, 0, 12, on_fail=OnFailAction.REFRAIN)
+    )
+
+    # print(guard.__stringify__())
+    assert len(guard._validators) == 5
+
+    assert isinstance(guard._validators[0], EndsWith)
+    assert guard._validators[0]._kwargs["end"] == "a"
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.FIX
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[1], OneLine)
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[2], LowerCase)
+    assert (
+        guard._validators[2].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[3], TwoWords)
+    assert guard._validators[3].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    assert isinstance(guard._validators[4], ValidLength)
+    assert guard._validators[4]._min == 0
+    assert guard._validators[4]._kwargs["min"] == 0
+    assert guard._validators[4]._max == 12
+    assert guard._validators[4]._kwargs["max"] == 12
+    assert (
+        guard._validators[4].on_fail_descriptor == OnFailAction.REFRAIN
+    )  # bc we set it
+
+    # Raises error when trying to `use` a validator on a non-string
+    with pytest.raises(RuntimeError):
+
+        class TestClass(BaseModel):
+            another_field: str
+
+        py_guard = AsyncGuard.from_pydantic(output_class=TestClass)
+        py_guard.use(
+            EndsWith("a"), OneLine(), LowerCase(), TwoWords(on_fail=OnFailAction.REASK)
+        )
+
+    # Use a combination of prompt, instructions, msg_history and output validators
+    # Should only have the output validators in the guard,
+    # everything else is in the schema
+    guard: AsyncGuard = (
+        AsyncGuard()
+        .use(LowerCase, on="prompt")
+        .use(OneLine, on="prompt")
+        .use(UpperCase, on="instructions")
+        .use(LowerCase, on="msg_history")
+        .use(
+            EndsWith, end="a", on="output"
+        )  # default on="output", still explicitly set
+        .use(
+            TwoWords, on_fail=OnFailAction.REASK
+        )  # default on="output", implicitly set
+    )
+
+    # Check schemas for prompt, instructions and msg_history validators
+    prompt_validators = guard.rail.prompt_schema.root_datatype.validators
+    assert len(prompt_validators) == 2
+    assert prompt_validators[0].__class__.__name__ == "LowerCase"
+    assert prompt_validators[1].__class__.__name__ == "OneLine"
+
+    instructions_validators = guard.rail.instructions_schema.root_datatype.validators
+    assert len(instructions_validators) == 1
+    assert instructions_validators[0].__class__.__name__ == "UpperCase"
+
+    msg_history_validators = guard.rail.msg_history_schema.root_datatype.validators
+    assert len(msg_history_validators) == 1
+    assert msg_history_validators[0].__class__.__name__ == "LowerCase"
+
+    # Check guard for output validators
+    assert len(guard._validators) == 2  # only 2 output validators, hence 2
+
+    assert isinstance(guard._validators[0], EndsWith)
+    assert guard._validators[0]._kwargs["end"] == "a"
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.FIX
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[1], TwoWords)
+    assert guard._validators[1].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    # Test with an invalid "on" parameter, should raise a ValueError
+    with pytest.raises(ValueError):
+        guard: AsyncGuard = (
+            AsyncGuard()
+            .use(EndsWith("a"), on="response")  # invalid on parameter
+            .use(OneLine, on="prompt")  # valid on parameter
+        )
+
+
+def test_use_many_instances():
+    guard: AsyncGuard = AsyncGuard().use_many(
+        EndsWith("a"), OneLine(), LowerCase(), TwoWords(on_fail=OnFailAction.REASK)
+    )
+
+    # print(guard.__stringify__())
+    assert len(guard._validators) == 4
+
+    assert isinstance(guard._validators[0], EndsWith)
+    assert guard._validators[0]._end == "a"
+    assert guard._validators[0]._kwargs["end"] == "a"
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.FIX
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[1], OneLine)
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[2], LowerCase)
+    assert (
+        guard._validators[2].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[3], TwoWords)
+    assert guard._validators[3].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    # Raises error when trying to `use_many` a validator on a non-string
+    with pytest.raises(RuntimeError):
+
+        class TestClass(BaseModel):
+            another_field: str
+
+        py_guard = AsyncGuard.from_pydantic(output_class=TestClass)
+        py_guard.use_many(
+            [
+                EndsWith("a"),
+                OneLine(),
+                LowerCase(),
+                TwoWords(on_fail=OnFailAction.REASK),
+            ]
+        )
+
+    # Test with explicitly setting the "on" parameter = "output"
+    guard: AsyncGuard = AsyncGuard().use_many(
+        EndsWith("a"),
+        OneLine(),
+        LowerCase(),
+        TwoWords(on_fail=OnFailAction.REASK),
+        on="output",
+    )
+
+    assert len(guard._validators) == 4  # still 4 output validators, hence 4
+
+    assert isinstance(guard._validators[0], EndsWith)
+    assert guard._validators[0]._end == "a"
+    assert guard._validators[0]._kwargs["end"] == "a"
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.FIX
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[1], OneLine)
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[2], LowerCase)
+    assert (
+        guard._validators[2].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[3], TwoWords)
+    assert guard._validators[3].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    # Test with explicitly setting the "on" parameter = "prompt"
+    guard: AsyncGuard = AsyncGuard().use_many(
+        OneLine(), LowerCase(), TwoWords(on_fail=OnFailAction.REASK), on="prompt"
+    )
+
+    prompt_validators = guard.rail.prompt_schema.root_datatype.validators
+    assert len(prompt_validators) == 3
+    assert prompt_validators[0].__class__.__name__ == "OneLine"
+    assert prompt_validators[1].__class__.__name__ == "LowerCase"
+    assert prompt_validators[2].__class__.__name__ == "TwoWords"
+    assert len(guard._validators) == 0  # no output validators, hence 0
+
+    # Test with explicitly setting the "on" parameter = "instructions"
+    guard: AsyncGuard = AsyncGuard().use_many(
+        OneLine(), LowerCase(), TwoWords(on_fail=OnFailAction.REASK), on="instructions"
+    )
+
+    instructions_validators = guard.rail.instructions_schema.root_datatype.validators
+    assert len(instructions_validators) == 3
+    assert instructions_validators[0].__class__.__name__ == "OneLine"
+    assert instructions_validators[1].__class__.__name__ == "LowerCase"
+    assert instructions_validators[2].__class__.__name__ == "TwoWords"
+    assert len(guard._validators) == 0  # no output validators, hence 0
+
+    # Test with explicitly setting the "on" parameter = "msg_history"
+    guard: AsyncGuard = AsyncGuard().use_many(
+        OneLine(), LowerCase(), TwoWords(on_fail=OnFailAction.REASK), on="msg_history"
+    )
+
+    msg_history_validators = guard.rail.msg_history_schema.root_datatype.validators
+    assert len(msg_history_validators) == 3
+    assert msg_history_validators[0].__class__.__name__ == "OneLine"
+    assert msg_history_validators[1].__class__.__name__ == "LowerCase"
+    assert msg_history_validators[2].__class__.__name__ == "TwoWords"
+    assert len(guard._validators) == 0  # no output validators, hence 0
+
+    # Test with an invalid "on" parameter, should raise a ValueError
+    with pytest.raises(ValueError):
+        guard: AsyncGuard = AsyncGuard().use_many(
+            EndsWith("a", on_fail=OnFailAction.EXCEPTION), OneLine(), on="response"
+        )
+
+
+def test_use_many_tuple():
+    guard: AsyncGuard = AsyncGuard().use_many(
+        OneLine,
+        (EndsWith, ["a"], {"on_fail": OnFailAction.EXCEPTION}),
+        (LowerCase, kwargs(on_fail=OnFailAction.FIX_REASK, some_other_kwarg="kwarg")),
+        (TwoWords, on_fail(OnFailAction.REASK)),
+        (ValidLength, args(0, 12), kwargs(on_fail=OnFailAction.REFRAIN)),
+    )
+
+    # print(guard.__stringify__())
+    assert len(guard._validators) == 5
+
+    assert isinstance(guard._validators[0], OneLine)
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[1], EndsWith)
+    assert guard._validators[1]._end == "a"
+    assert guard._validators[1]._kwargs["end"] == "a"
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.EXCEPTION
+    )  # bc we set it
+
+    assert isinstance(guard._validators[2], LowerCase)
+    assert guard._validators[2]._kwargs["some_other_kwarg"] == "kwarg"
+    assert (
+        guard._validators[2].on_fail_descriptor == OnFailAction.FIX_REASK
+    )  # bc this is the default
+
+    assert isinstance(guard._validators[3], TwoWords)
+    assert guard._validators[3].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    assert isinstance(guard._validators[4], ValidLength)
+    assert guard._validators[4]._min == 0
+    assert guard._validators[4]._kwargs["min"] == 0
+    assert guard._validators[4]._max == 12
+    assert guard._validators[4]._kwargs["max"] == 12
+    assert (
+        guard._validators[4].on_fail_descriptor == OnFailAction.REFRAIN
+    )  # bc we set it
+
+    # Test with explicitly setting the "on" parameter
+    guard: AsyncGuard = AsyncGuard().use_many(
+        (EndsWith, ["a"], {"on_fail": OnFailAction.EXCEPTION}),
+        OneLine,
+        on="output",
+    )
+
+    assert len(guard._validators) == 2  # only 2 output validators, hence 2
+
+    assert isinstance(guard._validators[0], EndsWith)
+    assert guard._validators[0]._end == "a"
+    assert guard._validators[0]._kwargs["end"] == "a"
+    assert (
+        guard._validators[0].on_fail_descriptor == OnFailAction.EXCEPTION
+    )  # bc we set it
+
+    assert isinstance(guard._validators[1], OneLine)
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.NOOP
+    )  # bc this is the default
+
+    # Test with an invalid "on" parameter, should raise a ValueError
+    with pytest.raises(ValueError):
+        guard: AsyncGuard = AsyncGuard().use_many(
+            (EndsWith, ["a"], {"on_fail": OnFailAction.EXCEPTION}),
+            OneLine,
+            on="response",
+        )
+
+
+@pytest.mark.asyncio
+async def test_validate():
+    guard: AsyncGuard = (
+        AsyncGuard()
+        .use(OneLine)
+        .use(
+            LowerCase(on_fail=OnFailAction.FIX), on="output"
+        )  # default on="output", still explicitly set
+        .use(TwoWords)
+        .use(ValidLength, 0, 12, on_fail=OnFailAction.REFRAIN)
+    )
+
+    llm_output: str = "Oh Canada"  # bc it meets our criteria
+    response = await guard.validate(llm_output)
+
+    assert response.validation_passed is True
+    assert response.validated_output == llm_output.lower()
+    llm_output_2 = "Star Spangled Banner"  # to stick with the theme
+
+    response_2 = await guard.validate(llm_output_2)
+
+    assert response_2.validation_passed is False
+    assert response_2.validated_output is None
+
+    # Test with a combination of prompt, output, instructions and msg_history validators
+    # Should still only use the output validators to validate the output
+    guard: AsyncGuard = (
+        AsyncGuard()
+        .use(OneLine, on="prompt")
+        .use(LowerCase, on="instructions")
+        .use(UpperCase, on="msg_history")
+        .use(LowerCase, on="output", on_fail=OnFailAction.FIX)
+        .use(TwoWords, on="output")
+        .use(ValidLength, 0, 12, on="output")
+    )
+
+    llm_output: str = "Oh Canada"  # bc it meets our criteria
+
+    response = await guard.validate(llm_output)
+
+    assert response.validation_passed is True
+    assert response.validated_output == llm_output.lower()
+
+    llm_output_2 = "Star Spangled Banner"  # to stick with the theme
+
+    response_2 = await guard.validate(llm_output_2)
+
+    assert response_2.validation_passed is False
+    assert response_2.validated_output is None
+
+
+def test_use_and_use_many():
+    guard: AsyncGuard = (
+        AsyncGuard()
+        .use_many(OneLine(), LowerCase(), on="prompt")
+        .use(UpperCase, on="instructions")
+        .use(LowerCase, on="msg_history")
+        .use_many(
+            TwoWords(on_fail=OnFailAction.REASK),
+            ValidLength(0, 12, on_fail=OnFailAction.REFRAIN),
+            on="output",
+        )
+    )
+
+    # Check schemas for prompt, instructions and msg_history validators
+    prompt_validators = guard.rail.prompt_schema.root_datatype.validators
+    assert len(prompt_validators) == 2
+    assert prompt_validators[0].__class__.__name__ == "OneLine"
+    assert prompt_validators[1].__class__.__name__ == "LowerCase"
+
+    instructions_validators = guard.rail.instructions_schema.root_datatype.validators
+    assert len(instructions_validators) == 1
+    assert instructions_validators[0].__class__.__name__ == "UpperCase"
+
+    msg_history_validators = guard.rail.msg_history_schema.root_datatype.validators
+    assert len(msg_history_validators) == 1
+    assert msg_history_validators[0].__class__.__name__ == "LowerCase"
+
+    # Check guard for output validators
+    assert len(guard._validators) == 2  # only 2 output validators, hence 2
+
+    assert isinstance(guard._validators[0], TwoWords)
+    assert guard._validators[0].on_fail_descriptor == OnFailAction.REASK  # bc we set it
+
+    assert isinstance(guard._validators[1], ValidLength)
+    assert guard._validators[1]._min == 0
+    assert guard._validators[1]._kwargs["min"] == 0
+    assert guard._validators[1]._max == 12
+    assert guard._validators[1]._kwargs["max"] == 12
+    assert (
+        guard._validators[1].on_fail_descriptor == OnFailAction.REFRAIN
+    )  # bc we set it
+
+    # Test with an invalid "on" parameter, should raise a ValueError
+    with pytest.raises(ValueError):
+        guard: AsyncGuard = (
+            AsyncGuard()
+            .use_many(OneLine(), LowerCase(), on="prompt")
+            .use(UpperCase, on="instructions")
+            .use(LowerCase, on="msg_history")
+            .use_many(
+                TwoWords(on_fail=OnFailAction.REASK),
+                ValidLength(0, 12, on_fail=OnFailAction.REFRAIN),
+                on="response",  # invalid "on" parameter
+            )
+        )