From e75131a63883c77b5accbd56ae5b356ee51ddc3f Mon Sep 17 00:00:00 2001 From: Reinder Vos de Wael Date: Fri, 1 Nov 2024 13:16:07 -0400 Subject: [PATCH] first commit --- .gitignore | 4 + .python-version | 1 + Dockerfile | 5 + README.md | 0 functions/pipe_anthropic_bedrock.py | 118 + pyproject.toml | 66 + uv.lock | 4670 +++++++++++++++++++++++++++ 7 files changed, 4864 insertions(+) create mode 100644 .gitignore create mode 100644 .python-version create mode 100644 Dockerfile create mode 100644 README.md create mode 100644 functions/pipe_anthropic_bedrock.py create mode 100644 pyproject.toml create mode 100644 uv.lock diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..1fdf5c6 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.venv +.pytst_cache +.github +local \ No newline at end of file diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..e4fba21 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.12 diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..ed03365 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,5 @@ +FROM ghcr.io/open-webui/open-webui + +RUN pip install anthropic + +CMD [ "bash", "start.sh"] \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/functions/pipe_anthropic_bedrock.py b/functions/pipe_anthropic_bedrock.py new file mode 100644 index 0000000..2803d2d --- /dev/null +++ b/functions/pipe_anthropic_bedrock.py @@ -0,0 +1,118 @@ +"""Pipeline for Bedrock Anthropic.""" # noqa: INP001 + +import os +from collections.abc import Generator +from typing import Any + +import anthropic +import pydantic +from open_webui.utils import misc as open_webui_misc + + +class Pipe: + """Anthropic Bedrock Connector.""" + + class Valves(pydantic.BaseModel): + """Variables exposed via the admin UI.""" + + AWS_ACCESS_KEY: str = os.getenv("AWS_ACCESS_KEY") + AWS_SECRET_ACCESS_KEY: str = os.getenv("AWS_SECRET_KEY") + AWS_REGION: str = os.getenv("AWS_REGION") + + def __init__(self) -> None: + """Initialize the pipe.""" + self.type = "manifold" + self.name = "Anthropic - " + self.valves = self.Valves() + + def pipes(self) -> list[dict[str, str]]: + """List of models to include.""" + return [ + { + "id": "anthropic.claude-3-5-sonnet-20241022-v2:0", + "name": "Claude 3.5 Sonnet V2", + }, + ] + + def process_image(self, image_data: dict[str, Any]) -> dict[str, Any]: + """Converts images into a format accepted by Claude.""" + if image_data["image_url"]["url"].startswith("data:image"): + mime_type, base64_data = image_data["image_url"]["url"].split(",", 1) + media_type = mime_type.split(":")[1].split(";")[0] + return { + "type": "image", + "source": { + "type": "base64", + "media_type": media_type, + "data": base64_data, + }, + } + return { + "type": "image", + "source": {"type": "url", "url": image_data["image_url"]["url"]}, + } + + def pipe(self, body: dict) -> Generator[str, None, None]: + """Main runner of the pipe. + + Args: + body: The request as provided by Open WebUI. + + Returns: + A string or iterable string. + """ + system_message, messages = open_webui_misc.pop_system_message(body["messages"]) + if system_message is None: + system_message = {"content": ""} + + processed_messages = [] + image_count = 0 + total_image_size = 0 + + for message in messages: + processed_content = [] + if isinstance(message.get("content"), list): + for item in message["content"]: + if item["type"] == "text": + processed_content.append({"type": "text", "text": item["text"]}) + elif item["type"] == "image_url": + if image_count >= 5: # noqa: PLR2004 + msg = "Maximum of 5 images per API call exceeded" + raise ValueError(msg) + + processed_image = self.process_image(item) + processed_content.append(processed_image) + + if processed_image["source"]["type"] == "base64": + image_size = len(processed_image["source"]["data"]) * 3 / 4 + else: + image_size = 0 + + total_image_size += image_size + if total_image_size > 100 * 1024 * 1024: + msg = "Total size of images exceeds 100 MB limit" + raise ValueError(msg) + image_count += 1 + else: + processed_content = [ + {"type": "text", "text": message.get("content", "")}, + ] + + processed_messages.append( + {"role": message["role"], "content": processed_content}, + ) + + client = anthropic.AnthropicBedrock( + aws_access_key=self.valves.AWS_ACCESS_KEY, + aws_secret_key=self.valves.AWS_SECRET_ACCESS_KEY, + aws_region=self.valves.AWS_REGION, + ) + + model = body["model"][body["model"].find(".") + 1 :] + with client.messages.stream( + system=system_message["content"], + model=model, + messages=processed_messages, + max_tokens=8192, + ) as stream: + yield from stream.text_stream diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..6f6ca7e --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,66 @@ +[project] +name = "jade" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.12" +dependencies = [ + "anthropic>=0.37.1", + "open-webui>=0.3.35", +] + +[tool.ruff] +exclude = [ + ".bzr", + ".direnv", + ".eggs", + ".git", + ".git-rewrite", + ".hg", + ".mypy_cache", + ".nox", + ".pants.d", + ".pytype", + ".ruff_cache", + ".svn", + ".tox", + ".venv", + "__pypackages__", + "_build", + "buck-out", + "build", + "dist", + "node_modules", + "venv" +] +line-length = 88 +indent-width = 4 +src = ["src"] +target-version = "py311" + +[tool.ruff.lint] +select = ["ALL"] +ignore = [ + "ANN101", # self should not be annotated. + "ANN102" # cls should not be annotated. +] +fixable = ["ALL"] +unfixable = [] +dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" + +[tool.ruff.lint.pydocstyle] +convention = "google" + +[tool.ruff.lint.per-file-ignores] +"tests/**/*.py" = [ + "S101", # asserts should be used in pytest + "SLF001", # accessing private members in tests is fine + "INP001" # tests should not be a module +] +"local/**/*" = ["ALL"] + +[tool.ruff.format] +quote-style = 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