text_generator.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "text generator",
      "provenance": [],
      "authorship_tag": "ABX9TyP/FhyoTdm75bGpX+KmDOOX"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qgNIVYXZeMnd",
        "outputId": "598629dc-c453-4557-99b1-8c645b114a9e"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in links: https://download.pytorch.org/whl/torch_stable.html\n",
            "Collecting torch==1.8.1+cu111\n",
            "  Downloading https://download.pytorch.org/whl/cu111/torch-1.8.1%2Bcu111-cp37-cp37m-linux_x86_64.whl (1982.2 MB)\n",
            "\u001b[K     |█████████                       | 552.3 MB 1.6 MB/s eta 0:15:15\n",
            "\u001b[?25h\n",
            "\u001b[31mERROR: Operation cancelled by user\u001b[0m\n",
            "\u001b[?25h"
          ]
        }
      ],
      "source": [
        "!pip install torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio===0.8.1 -f https://download.pytorch.org/whl/torch_stable.html"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install transformers"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "h2he5yTuBvqD",
        "outputId": "10fc102c-920d-454d-9dc1-6072d2559031"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: transformers in /usr/local/lib/python3.7/dist-packages (4.18.0)\n",
            "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from transformers) (21.3)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from transformers) (2.23.0)\n",
            "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.7/dist-packages (from transformers) (1.21.6)\n",
            "Requirement already satisfied: sacremoses in /usr/local/lib/python3.7/dist-packages (from transformers) (0.0.53)\n",
            "Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers) (4.11.3)\n",
            "Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.7/dist-packages (from transformers) (4.64.0)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from transformers) (3.6.0)\n",
            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers) (2019.12.20)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.7/dist-packages (from transformers) (6.0)\n",
            "Requirement already satisfied: huggingface-hub<1.0,>=0.1.0 in /usr/local/lib/python3.7/dist-packages (from transformers) (0.5.1)\n",
            "Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in /usr/local/lib/python3.7/dist-packages (from transformers) (0.12.1)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.7/dist-packages (from huggingface-hub<1.0,>=0.1.0->transformers) (4.2.0)\n",
            "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=20.0->transformers) (3.0.8)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->transformers) (3.8.0)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (1.24.3)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (2021.10.8)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (3.0.4)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (2.10)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers) (1.15.0)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers) (1.1.0)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers) (7.1.2)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install pyngrok"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3uh1VKefmg-o",
        "outputId": "ec2b37b6-d38e-495d-d962-3374bdcca397"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: pyngrok in /usr/local/lib/python3.7/dist-packages (5.1.0)\n",
            "Requirement already satisfied: PyYAML in /usr/local/lib/python3.7/dist-packages (from pyngrok) (6.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install streamlit"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "siKUYgB1GuvQ",
        "outputId": "ba7911ae-5340-4cfb-c3e1-ba6eb5ae5a6c"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: streamlit in /usr/local/lib/python3.7/dist-packages (1.8.1)\n",
            "Requirement already satisfied: cachetools>=4.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (4.2.4)\n",
            "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (7.1.2)\n",
            "Requirement already satisfied: blinker in /usr/local/lib/python3.7/dist-packages (from streamlit) (1.4)\n",
            "Requirement already satisfied: attrs in /usr/local/lib/python3.7/dist-packages (from streamlit) (21.4.0)\n",
            "Requirement already satisfied: click<8.1,>=7.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (7.1.2)\n",
            "Requirement already satisfied: watchdog in /usr/local/lib/python3.7/dist-packages (from streamlit) (2.1.7)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.7/dist-packages (from streamlit) (21.3)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from streamlit) (2.23.0)\n",
            "Requirement already satisfied: pympler>=0.9 in /usr/local/lib/python3.7/dist-packages (from streamlit) (1.0.1)\n",
            "Requirement already satisfied: importlib-metadata>=1.4 in /usr/local/lib/python3.7/dist-packages (from streamlit) (4.11.3)\n",
            "Requirement already satisfied: validators in /usr/local/lib/python3.7/dist-packages (from streamlit) (0.18.2)\n",
            "Requirement already satisfied: semver in /usr/local/lib/python3.7/dist-packages (from streamlit) (2.13.0)\n",
            "Requirement already satisfied: protobuf!=3.11,>=3.6.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (3.17.3)\n",
            "Requirement already satisfied: tornado>=5.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (5.0.2)\n",
            "Requirement already satisfied: gitpython!=3.1.19 in /usr/local/lib/python3.7/dist-packages (from streamlit) (3.1.27)\n",
            "Requirement already satisfied: pydeck>=0.1.dev5 in /usr/local/lib/python3.7/dist-packages (from streamlit) (0.7.1)\n",
            "Requirement already satisfied: tzlocal in /usr/local/lib/python3.7/dist-packages (from streamlit) (1.5.1)\n",
            "Requirement already satisfied: pandas>=0.21.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (1.3.5)\n",
            "Requirement already satisfied: toml in /usr/local/lib/python3.7/dist-packages (from streamlit) (0.10.2)\n",
            "Requirement already satisfied: pyarrow in /usr/local/lib/python3.7/dist-packages (from streamlit) (6.0.1)\n",
            "Requirement already satisfied: python-dateutil in /usr/local/lib/python3.7/dist-packages (from streamlit) (2.8.2)\n",
            "Requirement already satisfied: altair>=3.2.0 in /usr/local/lib/python3.7/dist-packages (from streamlit) (4.2.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from streamlit) (1.21.6)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from streamlit) (4.2.0)\n",
            "Requirement already satisfied: jsonschema>=3.0 in /usr/local/lib/python3.7/dist-packages (from altair>=3.2.0->streamlit) (4.3.3)\n",
            "Requirement already satisfied: entrypoints in /usr/local/lib/python3.7/dist-packages (from altair>=3.2.0->streamlit) (0.4)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.7/dist-packages (from altair>=3.2.0->streamlit) (2.11.3)\n",
            "Requirement already satisfied: toolz in /usr/local/lib/python3.7/dist-packages (from altair>=3.2.0->streamlit) (0.11.2)\n",
            "Requirement already satisfied: gitdb<5,>=4.0.1 in /usr/local/lib/python3.7/dist-packages (from gitpython!=3.1.19->streamlit) (4.0.9)\n",
            "Requirement already satisfied: smmap<6,>=3.0.1 in /usr/local/lib/python3.7/dist-packages (from gitdb<5,>=4.0.1->gitpython!=3.1.19->streamlit) (5.0.0)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata>=1.4->streamlit) (3.8.0)\n",
            "Requirement already satisfied: importlib-resources>=1.4.0 in /usr/local/lib/python3.7/dist-packages (from jsonschema>=3.0->altair>=3.2.0->streamlit) (5.7.1)\n",
            "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /usr/local/lib/python3.7/dist-packages (from jsonschema>=3.0->altair>=3.2.0->streamlit) (0.18.1)\n",
            "Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=0.21.0->streamlit) (2022.1)\n",
            "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.7/dist-packages (from protobuf!=3.11,>=3.6.0->streamlit) (1.15.0)\n",
            "Requirement already satisfied: traitlets>=4.3.2 in /usr/local/lib/python3.7/dist-packages (from pydeck>=0.1.dev5->streamlit) (5.1.1)\n",
            "Requirement already satisfied: ipywidgets>=7.0.0 in /usr/local/lib/python3.7/dist-packages (from pydeck>=0.1.dev5->streamlit) (7.7.0)\n",
            "Requirement already satisfied: ipykernel>=5.1.2 in /usr/local/lib/python3.7/dist-packages (from pydeck>=0.1.dev5->streamlit) (6.13.0)\n",
            "Requirement already satisfied: matplotlib-inline>=0.1 in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.1.3)\n",
            "Requirement already satisfied: psutil in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (5.4.8)\n",
            "Requirement already satisfied: jupyter-client>=6.1.12 in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (7.3.0)\n",
            "Collecting tornado>=5.0\n",
            "  Using cached tornado-6.1-cp37-cp37m-manylinux2010_x86_64.whl (428 kB)\n",
            "Requirement already satisfied: nest-asyncio in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (1.5.5)\n",
            "Requirement already satisfied: debugpy>=1.0 in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (1.0.0)\n",
            "Requirement already satisfied: ipython>=7.23.1 in /usr/local/lib/python3.7/dist-packages (from ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (7.33.0)\n",
            "Requirement already satisfied: decorator in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (4.4.2)\n",
            "Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (57.4.0)\n",
            "Requirement already satisfied: jedi>=0.16 in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.18.1)\n",
            "Requirement already satisfied: pygments in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (2.6.1)\n",
            "Requirement already satisfied: pickleshare in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.7.5)\n",
            "Requirement already satisfied: backcall in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.2.0)\n",
            "Requirement already satisfied: pexpect>4.3 in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (4.8.0)\n",
            "Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (3.0.29)\n",
            "Requirement already satisfied: nbformat>=4.2.0 in /usr/local/lib/python3.7/dist-packages (from ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (5.3.0)\n",
            "Requirement already satisfied: ipython-genutils~=0.2.0 in /usr/local/lib/python3.7/dist-packages (from ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.2.0)\n",
            "Requirement already satisfied: widgetsnbextension~=3.6.0 in /usr/local/lib/python3.7/dist-packages (from ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (3.6.0)\n",
            "Requirement already satisfied: jupyterlab-widgets>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (1.1.0)\n",
            "Requirement already satisfied: parso<0.9.0,>=0.8.0 in /usr/local/lib/python3.7/dist-packages (from jedi>=0.16->ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.8.3)\n",
            "Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from jinja2->altair>=3.2.0->streamlit) (2.0.1)\n",
            "Requirement already satisfied: jupyter-core>=4.9.2 in /usr/local/lib/python3.7/dist-packages (from jupyter-client>=6.1.12->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (4.10.0)\n",
            "Requirement already satisfied: pyzmq>=22.3 in /usr/local/lib/python3.7/dist-packages (from jupyter-client>=6.1.12->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (22.3.0)\n",
            "Requirement already satisfied: fastjsonschema in /usr/local/lib/python3.7/dist-packages (from nbformat>=4.2.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (2.15.3)\n",
            "Requirement already satisfied: ptyprocess>=0.5 in /usr/local/lib/python3.7/dist-packages (from pexpect>4.3->ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.7.0)\n",
            "Requirement already satisfied: wcwidth in /usr/local/lib/python3.7/dist-packages (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython>=7.23.1->ipykernel>=5.1.2->pydeck>=0.1.dev5->streamlit) (0.2.5)\n",
            "Requirement already satisfied: notebook>=4.4.1 in /usr/local/lib/python3.7/dist-packages (from widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (5.3.1)\n",
            "Requirement already satisfied: Send2Trash in /usr/local/lib/python3.7/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (1.8.0)\n",
            "Requirement already satisfied: nbconvert in /usr/local/lib/python3.7/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (5.6.1)\n",
            "Requirement already satisfied: terminado>=0.8.1 in /usr/local/lib/python3.7/dist-packages (from notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.13.3)\n",
            "Requirement already satisfied: mistune<2,>=0.8.1 in /usr/local/lib/python3.7/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.8.4)\n",
            "Requirement already satisfied: bleach in /usr/local/lib/python3.7/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (5.0.0)\n",
            "Requirement already satisfied: defusedxml in /usr/local/lib/python3.7/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.7.1)\n",
            "Requirement already satisfied: testpath in /usr/local/lib/python3.7/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.6.0)\n",
            "Requirement already satisfied: pandocfilters>=1.4.1 in /usr/local/lib/python3.7/dist-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (1.5.0)\n",
            "Requirement already satisfied: webencodings in /usr/local/lib/python3.7/dist-packages (from bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets>=7.0.0->pydeck>=0.1.dev5->streamlit) (0.5.1)\n",
            "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging->streamlit) (3.0.8)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->streamlit) (3.0.4)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->streamlit) (2.10)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->streamlit) (2021.10.8)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->streamlit) (1.24.3)\n",
            "Installing collected packages: tornado\n",
            "  Attempting uninstall: tornado\n",
            "    Found existing installation: tornado 5.0.2\n",
            "    Uninstalling tornado-5.0.2:\n",
            "      Successfully uninstalled tornado-5.0.2\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "google-colab 1.0.0 requires ipykernel~=4.10, but you have ipykernel 6.13.0 which is incompatible.\n",
            "google-colab 1.0.0 requires ipython~=5.5.0, but you have ipython 7.33.0 which is incompatible.\n",
            "google-colab 1.0.0 requires tornado~=5.1.0; python_version >= \"3.0\", but you have tornado 6.1 which is incompatible.\u001b[0m\n",
            "Successfully installed tornado-6.1\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "tornado"
                ]
              }
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install tornado==5.0.2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 453
        },
        "id": "Ke48bpa8jJz9",
        "outputId": "f9302f72-69a5-4e13-eafc-52cddb006ca5"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting tornado==5.0.2\n",
            "  Using cached tornado-5.0.2-cp37-cp37m-linux_x86_64.whl\n",
            "Installing collected packages: tornado\n",
            "  Attempting uninstall: tornado\n",
            "    Found existing installation: tornado 6.1\n",
            "    Uninstalling tornado-6.1:\n",
            "      Successfully uninstalled tornado-6.1\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "jupyter-client 7.3.0 requires tornado>=6.0, but you have tornado 5.0.2 which is incompatible.\n",
            "ipykernel 6.13.0 requires tornado>=6.1, but you have tornado 5.0.2 which is incompatible.\n",
            "google-colab 1.0.0 requires ipykernel~=4.10, but you have ipykernel 6.13.0 which is incompatible.\n",
            "google-colab 1.0.0 requires ipython~=5.5.0, but you have ipython 7.33.0 which is incompatible.\n",
            "google-colab 1.0.0 requires tornado~=5.1.0; python_version >= \"3.0\", but you have tornado 5.0.2 which is incompatible.\n",
            "bokeh 2.3.3 requires tornado>=5.1, but you have tornado 5.0.2 which is incompatible.\u001b[0m\n",
            "Successfully installed tornado-5.0.2\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "tornado"
                ]
              }
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install aitextgen"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "AM820UZH3go6",
        "outputId": "26b8e1ab-9044-42a3-e8bd-f46bf43857f3"
      },
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting aitextgen\n",
            "  Downloading aitextgen-0.5.2.tar.gz (572 kB)\n",
            "\u001b[K     |████████████████████████████████| 572 kB 15.7 MB/s \n",
            "\u001b[?25hRequirement already satisfied: transformers>=4.5.1 in /usr/local/lib/python3.7/dist-packages (from aitextgen) (4.18.0)\n",
            "Collecting fire>=0.3.0\n",
            "  Downloading fire-0.4.0.tar.gz (87 kB)\n",
            "\u001b[K     |████████████████████████████████| 87 kB 6.1 MB/s \n",
            "\u001b[?25hCollecting pytorch-lightning>=1.3.1\n",
            "  Downloading pytorch_lightning-1.6.2-py3-none-any.whl (582 kB)\n",
            "\u001b[K     |████████████████████████████████| 582 kB 52.9 MB/s \n",
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            "Collecting torchmetrics>=0.4.1\n",
            "  Downloading torchmetrics-0.8.1-py3-none-any.whl (408 kB)\n",
            "\u001b[K     |████████████████████████████████| 408 kB 57.2 MB/s \n",
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            "\u001b[K     |████████████████████████████████| 136 kB 44.8 MB/s \n",
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            "Collecting aiohttp\n",
            "  Downloading aiohttp-3.8.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.1 MB)\n",
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            "Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard>=2.2.0->pytorch-lightning>=1.3.1->aitextgen) (1.3.1)\n",
            "Requirement already satisfied: importlib-metadata>=4.4 in /usr/local/lib/python3.7/dist-packages (from markdown>=2.6.8->tensorboard>=2.2.0->pytorch-lightning>=1.3.1->aitextgen) (4.11.3)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard>=2.2.0->pytorch-lightning>=1.3.1->aitextgen) (3.8.0)\n",
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            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->fsspec[http]!=2021.06.0,>=2021.05.0->pytorch-lightning>=1.3.1->aitextgen) (3.0.4)\n",
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            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->fsspec[http]!=2021.06.0,>=2021.05.0->pytorch-lightning>=1.3.1->aitextgen) (1.24.3)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->fsspec[http]!=2021.06.0,>=2021.05.0->pytorch-lightning>=1.3.1->aitextgen) (2021.10.8)\n",
            "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard>=2.2.0->pytorch-lightning>=1.3.1->aitextgen) (3.2.0)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from transformers>=4.5.1->aitextgen) (3.6.0)\n",
            "Requirement already satisfied: tokenizers!=0.11.3,<0.13,>=0.11.1 in /usr/local/lib/python3.7/dist-packages (from transformers>=4.5.1->aitextgen) (0.12.1)\n",
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            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers>=4.5.1->aitextgen) (2019.12.20)\n",
            "Collecting aiosignal>=1.1.2\n",
            "  Downloading aiosignal-1.2.0-py3-none-any.whl (8.2 kB)\n",
            "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->fsspec[http]!=2021.06.0,>=2021.05.0->pytorch-lightning>=1.3.1->aitextgen) (21.4.0)\n",
            "Collecting asynctest==0.13.0\n",
            "  Downloading asynctest-0.13.0-py3-none-any.whl (26 kB)\n",
            "Collecting frozenlist>=1.1.1\n",
            "  Downloading frozenlist-1.3.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (144 kB)\n",
            "\u001b[K     |████████████████████████████████| 144 kB 49.7 MB/s \n",
            "\u001b[?25hCollecting async-timeout<5.0,>=4.0.0a3\n",
            "  Downloading async_timeout-4.0.2-py3-none-any.whl (5.8 kB)\n",
            "Collecting yarl<2.0,>=1.0\n",
            "  Downloading yarl-1.7.2-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (271 kB)\n",
            "\u001b[K     |████████████████████████████████| 271 kB 50.5 MB/s \n",
            "\u001b[?25hCollecting multidict<7.0,>=4.5\n",
            "  Downloading multidict-6.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (94 kB)\n",
            "\u001b[K     |████████████████████████████████| 94 kB 3.3 MB/s \n",
            "\u001b[?25hRequirement already satisfied: charset-normalizer<3.0,>=2.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->fsspec[http]!=2021.06.0,>=2021.05.0->pytorch-lightning>=1.3.1->aitextgen) (2.0.12)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers>=4.5.1->aitextgen) (1.1.0)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers>=4.5.1->aitextgen) (7.1.2)\n",
            "Building wheels for collected packages: aitextgen, fire\n",
            "  Building wheel for aitextgen (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for aitextgen: filename=aitextgen-0.5.2-py3-none-any.whl size=575905 sha256=febcb9958cd98bfa0aed76e50d8469334fdd15caa8e513bb0fde415c3f433377\n",
            "  Stored in directory: /root/.cache/pip/wheels/83/e2/74/46c887b0989a51a7acee0c09551a3ae9d34b939fb4bea404a0\n",
            "  Building wheel for fire (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for fire: filename=fire-0.4.0-py2.py3-none-any.whl size=115942 sha256=29c1af3cd9caafa07c5c85e7391771558eb8f0ecb2bef73347fc770efe4d3568\n",
            "  Stored in directory: /root/.cache/pip/wheels/8a/67/fb/2e8a12fa16661b9d5af1f654bd199366799740a85c64981226\n",
            "Successfully built aitextgen fire\n",
            "Installing collected packages: multidict, frozenlist, yarl, asynctest, async-timeout, aiosignal, pyDeprecate, fsspec, aiohttp, torchmetrics, pytorch-lightning, fire, aitextgen\n",
            "Successfully installed aiohttp-3.8.1 aiosignal-1.2.0 aitextgen-0.5.2 async-timeout-4.0.2 asynctest-0.13.0 fire-0.4.0 frozenlist-1.3.0 fsspec-2022.3.0 multidict-6.0.2 pyDeprecate-0.3.2 pytorch-lightning-1.6.2 torchmetrics-0.8.1 yarl-1.7.2\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%%writefile genai.py \n",
        "\n",
        "import streamlit as st\n",
        "from transformers import pipeline \n",
        "\n",
        "st.set_page_config(page_title=\"GenAI\", page_icon=\":shark:\")\n",
        "\n",
        "st.title(\"GenAI\")\n",
        "st.subheader(\"AI based Text Generation Web App\")\n",
        "\n",
        "text_generator = pipeline(\"text-generation\" , model='gpt2')\n",
        "\n",
        "#prompt = \"The Indian Stock market\"\n",
        "prompt_text = st.text_input(label = \"Enter your prompt text\", \n",
        "              value = \"Travelling\")\n",
        "len = st.number_input(label= \"Enter maximum length of words\",\n",
        "                    value = 500)\n",
        "\n",
        "with st.spinner(\"AI is at Work.......\") :\n",
        "  #text_generation\n",
        "  res = text_generator(prompt_text, max_length= len)\n",
        "\n",
        "st.success(\"AI successfully generated the below text \")\n",
        "\n",
        "#print ai generated text\n",
        "\n",
        "st.text(res[0]['generated_text'])"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SsQ7KptyoIvG",
        "outputId": "6c1a6dd4-c574-4cf4-bb1f-1ae6c8f8664e"
      },
      "execution_count": 59,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Overwriting genai.py\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ls"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "e1RbpTohdUtP",
        "outputId": "949b87d5-fbb6-408e-f10b-7a658422a990"
      },
      "execution_count": 44,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "genai.py  genet.py  nohup.out  sample_data\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!streamlit run genai.py & npx localtunnel --port 8501"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "PACnCAekyASu",
        "outputId": "f551e7b2-d066-4c12-f587-4c93500c4373"
      },
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "2022-05-03 12:44:36.520 INFO    numexpr.utils: NumExpr defaulting to 2 threads.\n",
            "\u001b[K\u001b[?25hnpx: installed 22 in 3.102s\n",
            "\u001b[0m\n",
            "\u001b[34m\u001b[1m  You can now view your Streamlit app in your browser.\u001b[0m\n",
            "\u001b[0m\n",
            "\u001b[34m  Network URL: \u001b[0m\u001b[1mhttp://172.28.0.2:8501\u001b[0m\n",
            "\u001b[34m  External URL: \u001b[0m\u001b[1mhttp://34.90.68.214:8501\u001b[0m\n",
            "\u001b[0m\n",
            "your url is: https://upset-spoons-play-34-90-68-214.loca.lt\n",
            "No model was supplied, defaulted to gpt2 (https://huggingface.co/gpt2)\n",
            "Setting `pad_token_id` to `eos_token_id`:50256 for open-end generation.\n",
            "\u001b[34m  Stopping...\u001b[0m\n",
            "^C\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from pyngrok import ngrok"
      ],
      "metadata": {
        "id": "uFc2-tMCdwqb"
      },
      "execution_count": 24,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!ngrok authtoken 28dv9ohi0Ekeliycl0c43IkZIdS_4u96TKQLMRg1Gc1bLN3Km"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "o9wVggtxf1Sd",
        "outputId": "6d012aa2-adde-439a-a543-a7a11e9e8c68"
      },
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Authtoken saved to configuration file: /root/.ngrok2/ngrok.yml\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!ngrok"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "eFzmMlm7dbEe",
        "outputId": "f9cb96b6-5450-4376-a121-45b4f059a1fc"
      },
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "NAME:\n",
            "   ngrok - tunnel local ports to public URLs and inspect traffic\n",
            "\n",
            "DESCRIPTION:\n",
            "    ngrok exposes local networked services behinds NATs and firewalls to the\n",
            "    public internet over a secure tunnel. Share local websites, build/test\n",
            "    webhook consumers and self-host personal services.\n",
            "    Detailed help for each command is available with 'ngrok help <command>'.\n",
            "    Open http://localhost:4040 for ngrok's web interface to inspect traffic.\n",
            "\n",
            "EXAMPLES:\n",
            "    ngrok http 80                    # secure public URL for port 80 web server\n",
            "    ngrok http -subdomain=baz 8080   # port 8080 available at baz.ngrok.io\n",
            "    ngrok http foo.dev:80            # tunnel to host:port instead of localhost\n",
            "    ngrok http https://localhost     # expose a local https server\n",
            "    ngrok tcp 22                     # tunnel arbitrary TCP traffic to port 22\n",
            "    ngrok tls -hostname=foo.com 443  # TLS traffic for foo.com to port 443\n",
            "    ngrok start foo bar baz          # start tunnels from the configuration file\n",
            "\n",
            "VERSION:\n",
            "   2.3.40\n",
            "\n",
            "AUTHOR:\n",
            "  inconshreveable - <alan@ngrok.com>\n",
            "\n",
            "COMMANDS:\n",
            "   authtoken\tsave authtoken to configuration file\n",
            "   credits\tprints author and licensing information\n",
            "   http\t\tstart an HTTP tunnel\n",
            "   start\tstart tunnels by name from the configuration file\n",
            "   tcp\t\tstart a TCP tunnel\n",
            "   tls\t\tstart a TLS tunnel\n",
            "   update\tupdate ngrok to the latest version\n",
            "   version\tprint the version string\n",
            "   help\t\tShows a list of commands or help for one command\n",
            "\n",
            "PYNGROK VERSION:\n",
            "   5.1.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!nohup streamlit run genai.py &\n",
        "#!streamlit run genai.py&>/dev/null&"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "shbzUVJCeB4-",
        "outputId": "a2aad442-8fbe-4f16-9fa5-16e805d6e1aa"
      },
      "execution_count": 37,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "nohup: appending output to 'nohup.out'\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pgrep streamlit"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "g3PTOE5CerUg",
        "outputId": "3df644a9-e159-4699-9953-b600a5ee0b5c"
      },
      "execution_count": 40,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "1357\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!kill 940\n",
        "!kill 1098\n",
        "!kill 1136"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "uU6I5PLzxWd-",
        "outputId": "173acc4d-fe6e-4e86-fbaf-0f18c7bab031"
      },
      "execution_count": 39,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/bin/bash: line 0: kill: (940) - No such process\n",
            "/bin/bash: line 0: kill: (1098) - No such process\n",
            "/bin/bash: line 0: kill: (1136) - No such process\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "publ_url = ngrok.connect(port='8501')"
      ],
      "metadata": {
        "id": "rssFuGH-d5DL"
      },
      "execution_count": 41,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "print(publ_url)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yj6fCClbhK52",
        "outputId": "a268c1e6-995c-4ce9-d130-44127c4408d9"
      },
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "NgrokTunnel: \"http://cd42-34-90-68-214.ngrok.io\" -> \"http://localhost:80\"\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        ""
      ],
      "metadata": {
        "id": "AMVauJxSs83f"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}