From 899e556e5b7aeff8f2176d5fd14b1d299de0c3c7 Mon Sep 17 00:00:00 2001 From: martinibach Date: Sun, 26 Jan 2025 15:40:19 -0800 Subject: [PATCH] init google document_ai --- community/google_document_ai/.env.Example | 16 +++++ community/google_document_ai/.gitignore | 4 ++ community/google_document_ai/Dockerfile | 26 +++++++ community/google_document_ai/README.md | 68 ++++++++++++++++++ community/google_document_ai/pyproject.toml | 28 ++++++++ .../google_document_ai/screenshot-run.png | Bin 0 -> 162948 bytes community/google_document_ai/src/__init__.py | 0 community/google_document_ai/src/client.py | 20 ++++++ .../src/functions/__init__.py | 0 .../src/functions/google_client.py | 18 +++++ .../src/functions/google_doc_ai.py | 35 +++++++++ .../src/functions/openai_chat.py | 38 ++++++++++ community/google_document_ai/src/services.py | 33 +++++++++ .../src/workflows/__init__.py | 0 .../google_document_ai/src/workflows/files.py | 39 ++++++++++ .../google_document_ai/src/workflows/pdf.py | 41 +++++++++++ 16 files changed, 366 insertions(+) create mode 100644 community/google_document_ai/.env.Example create mode 100644 community/google_document_ai/.gitignore create mode 100644 community/google_document_ai/Dockerfile create mode 100644 community/google_document_ai/README.md create mode 100644 community/google_document_ai/pyproject.toml create mode 100644 community/google_document_ai/screenshot-run.png create mode 100644 community/google_document_ai/src/__init__.py create mode 100644 community/google_document_ai/src/client.py create mode 100644 community/google_document_ai/src/functions/__init__.py create mode 100644 community/google_document_ai/src/functions/google_client.py create mode 100644 community/google_document_ai/src/functions/google_doc_ai.py create mode 100644 community/google_document_ai/src/functions/openai_chat.py create mode 100644 community/google_document_ai/src/services.py create mode 100644 community/google_document_ai/src/workflows/__init__.py create mode 100644 community/google_document_ai/src/workflows/files.py create mode 100644 community/google_document_ai/src/workflows/pdf.py diff --git a/community/google_document_ai/.env.Example b/community/google_document_ai/.env.Example new file mode 100644 index 00000000..2ae62d62 --- /dev/null +++ b/community/google_document_ai/.env.Example @@ -0,0 +1,16 @@ + +OPENAI_API_KEY= +GOOGLE_APPLICATION_CREDENTIALS={ + "type": "service_account", +} + +GOOGLE_PROCESSOR_ID= +GOOGLE_PROJECT_ID= +GOOGLE_LOCATION= + +# Restack Cloud (Optional) + +# RESTACK_ENGINE_ID= +# RESTACK_ENGINE_API_KEY= +# RESTACK_ENGINE_ADDRESS= +# RESTACK_ENGINE_API_ADDRESS= diff --git a/community/google_document_ai/.gitignore b/community/google_document_ai/.gitignore new file mode 100644 index 00000000..0dd162c4 --- /dev/null +++ b/community/google_document_ai/.gitignore @@ -0,0 +1,4 @@ +.DS_Store +.env +poetry.lock +service_account.json \ No newline at end of file diff --git a/community/google_document_ai/Dockerfile b/community/google_document_ai/Dockerfile new file mode 100644 index 00000000..3d200846 --- /dev/null +++ b/community/google_document_ai/Dockerfile @@ -0,0 +1,26 @@ +FROM python:3.12-slim + +WORKDIR /app + +# Install necessary system packages +RUN apt-get update && apt-get install -y \ + libglib2.0-0 \ + libgl1-mesa-glx \ + && rm -rf /var/lib/apt/lists/* + +RUN pip install poetry + +COPY pyproject.toml ./ + +COPY . . + +# Configure poetry to not create virtual environment +RUN poetry config virtualenvs.create false + +# Install dependencies +RUN poetry install --no-interaction --no-ansi + +# Expose port 80 +EXPOSE 80 + +CMD poetry run python -m src.services \ No newline at end of file diff --git a/community/google_document_ai/README.md b/community/google_document_ai/README.md new file mode 100644 index 00000000..431646b8 --- /dev/null +++ b/community/google_document_ai/README.md @@ -0,0 +1,68 @@ +# Restack AI - PDF OCR and LLM summary + +## Motivation + +Demonstrates how to scale multi step workflows. +Use pytorch to OCR and OpenAI to make a summary. + +## Prerequisites + +- Docker (for running Restack) +- Python 3.10 or higher +- Poetry (for dependency management) + +## Start Restack + +To start the Restack, use the following Docker command: + +```bash +docker run -d --pull always --name restack -p 5233:5233 -p 6233:6233 -p 7233:7233 ghcr.io/restackio/restack:main +``` + +## Start python shell + +```bash +poetry env use 3.12 && poetry shell +``` + +## Install dependencies + +```bash +poetry install +``` + +```bash +poetry env info # Optional: copy the interpreter path to use in your IDE (e.g. Cursor, VSCode, etc.) +``` + +```bash +poetry run dev +``` + +## Run workflows + +### from UI + +You can run workflows from the UI by clicking the "Run" button. + +![Run workflows from UI](./ui-screenshot.png) + +### from API + +You can run workflows from the API by using the generated endpoint: + +`POST http://localhost:6233/api/workflows/TranscribeTranslateWorkflow` + +### from any client + +You can run workflows with any client connected to Restack, for example: + +```bash +poetry run schedule +``` + +executes `schedule_workflow.py` which will connect to Restack and execute the `TranscribeTranslateWorkflow` workflow. + +## Deploy on Restack Cloud + +To deploy the application on Restack, you can create an account at [https://console.restack.io](https://console.restack.io) diff --git a/community/google_document_ai/pyproject.toml b/community/google_document_ai/pyproject.toml new file mode 100644 index 00000000..85921b9e --- /dev/null +++ b/community/google_document_ai/pyproject.toml @@ -0,0 +1,28 @@ +[tool.poetry] +name = "google_document_ai" +version = "0.0.1" +description = "A simple example to use Google Document AI to OCR a pdf and then use OpenAI to summarize the text" +authors = [ + "Restack Team ", +] +readme = "README.md" +packages = [{include = "src"}] + +[tool.poetry.dependencies] +python = ">=3.12,<4.0" +openai = "^1.57.2" +python-dotenv = 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zS^qBIuT|TiLe)!&W?#CvZf5A6GRAHE(`)F@MpxDDiJ~(|BxPm!3;bm|@1vT)9)5~W zF$ThD7MXJYzj;J;29e3U4uh>(=wPrXHngqiuub!17)(rOVw%?eBIfK+3;LXbCbBSe{l&!f o-_-WseD&Xq_FpvGN99(S!c_N^D#J6oi;pU8bpy3>Rfov`2QtAP str: + try: + log.info("openai_chat function started", input=input) + + + if (os.environ.get("OPENAI_API_KEY") is None): + raise FunctionFailure("OPENAI_API_KEY is not set", non_retryable=True) + + client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) + + messages = [] + if input.system_content: + messages.append({"role": "system", "content": input.system_content}) + messages.append({"role": "user", "content": input.user_content}) + + response = client.chat.completions.create( + model=input.model or "gpt-4o-mini", + messages=messages + ) + log.info("openai_chat function completed", response=response) + return response.choices[0].message.content + except Exception as e: + log.error("openai_chat function failed", error=e) + raise e diff --git a/community/google_document_ai/src/services.py b/community/google_document_ai/src/services.py new file mode 100644 index 00000000..08681d5b --- /dev/null +++ b/community/google_document_ai/src/services.py @@ -0,0 +1,33 @@ +import asyncio +from src.functions.openai_chat import openai_chat +from src.client import client +from src.workflows.pdf import PdfWorkflow +from src.workflows.files import FilesWorkflow +from src.functions.google_doc_ai import google_doc_ai_pdf +from watchfiles import run_process +import webbrowser +import os + +async def main(): + + await asyncio.gather( + await client.start_service( + workflows= [PdfWorkflow, FilesWorkflow], + functions= [google_doc_ai_pdf, openai_chat] + ) + ) + +def run_services(): + try: + asyncio.run(main()) + except KeyboardInterrupt: + print("Service interrupted by user. Exiting gracefully.") + +def watch_services(): + watch_path = os.getcwd() + print(f"Watching {watch_path} and its subdirectories for changes...") + webbrowser.open("http://localhost:5233") + run_process(watch_path, recursive=True, target=run_services) + +if __name__ == "__main__": + run_services() \ No newline at end of file diff --git a/community/google_document_ai/src/workflows/__init__.py b/community/google_document_ai/src/workflows/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/community/google_document_ai/src/workflows/files.py b/community/google_document_ai/src/workflows/files.py new file mode 100644 index 00000000..71ed379d --- /dev/null +++ b/community/google_document_ai/src/workflows/files.py @@ -0,0 +1,39 @@ +from restack_ai.workflow import workflow, log, workflow_info +from typing import List +from pydantic import BaseModel, Field +import asyncio +from .pdf import PdfWorkflow, PdfWorkflowInput + + +class FilesWorkflowInput(BaseModel): + files_upload: List[dict] = Field(files=True) + +@workflow.defn() +class FilesWorkflow: + @workflow.run + async def run(self, input: FilesWorkflowInput): + tasks = [] + parent_workflow_id = workflow_info().workflow_id + + for index, pdf_input in enumerate(input.files_upload, start=1): + log.info(f"Queue PdfWorkflow {index} for execution") + # Ensure child workflows are started and return an awaitable + task = workflow.child_execute( + PdfWorkflow, + workflow_id=f"{parent_workflow_id}-pdf-{index}", + input=PdfWorkflowInput( + file_upload=[pdf_input] + ) + ) + # Wrap the task in an asyncio.ensure_future to ensure it's awaitable + tasks.append(asyncio.ensure_future(task)) + + # Await all tasks at once to run them in parallel + results = await asyncio.gather(*tasks) + + for i, result in enumerate(results, start=1): + log.info(f"PdfWorkflow {i} completed", result=result) + + return { + "results": results + } diff --git a/community/google_document_ai/src/workflows/pdf.py b/community/google_document_ai/src/workflows/pdf.py new file mode 100644 index 00000000..50d9d683 --- /dev/null +++ b/community/google_document_ai/src/workflows/pdf.py @@ -0,0 +1,41 @@ +from restack_ai.workflow import workflow, import_functions, log, RetryPolicy +from datetime import timedelta +from pydantic import BaseModel,Field +from typing import List + +with import_functions(): + from src.functions.google_doc_ai import google_doc_ai_pdf, OcrInput + from src.functions.openai_chat import openai_chat, OpenAiChatInput + +class PdfWorkflowInput(BaseModel): + file_upload: List[dict] = Field(files=True) + +@workflow.defn() +class PdfWorkflow: + @workflow.run + async def run(self, input: PdfWorkflowInput): + log.info("PdfWorkflow started") + + ocr_result = await workflow.step( + google_doc_ai_pdf, + OcrInput( + file_type=input.file_upload[0]['type'], + file_name=input.file_upload[0]['name'] + ), + start_to_close_timeout=timedelta(seconds=120), + retry_policy=RetryPolicy( + maximum_attempts=1 + ) + ) + + llm_result = await workflow.step( + openai_chat, + OpenAiChatInput( + user_content=f"Make a summary of that PDF. Here is the OCR result: {ocr_result}", + model="gpt-4o-mini" + ), + start_to_close_timeout=timedelta(seconds=120) + ) + + log.info("PdfWorkflow completed") + return llm_result