Restack AI SDK - Autonomous PR Creator

Prerequisites

• Python 3.9 or higher
• Poetry (for dependency management)
• Docker (for running the Restack services)
• Active Google AI Studio account with API key
• GitHub personal access token with repo permissions

1. Run Restack local engine with Docker:

   docker run -d --pull always --name studio -p 5233:5233 -p 6233:6233 -p 7233:7233 ghcr.io/restackio/engine:main

2. Open the web UI to see the workflows:

   http://localhost:5233

3. Clone this repository:

   git clone https://github.com/restackio/autonomous-pr-creator
   cd autonomous-pr-creator

4. Install dependencies using Poetry:

   poetry install

5. Set GEMINI_API_KEY as an environment variable from Google AI Studio

   export GEMINI_API_KEY=<your-api-key>

6. Set GITHUB_TOKEN as an environment variable from your GitHub account

   export GITHUB_TOKEN=<your-github-token>

7. Run the services:

   poetry run services

   This will start the Restack service with the defined workflows and functions.

8. In a new terminal, schedule the workflow:

   python run_ui.py

   This will open a Streamlit UI to run the example.

Project Structure

• src/: Main source code directory
  • client.py: Initializes the Restack client
  • functions/: Contains function definitions
    • util/: Utility functions
  • workflows/: Contains workflow definitions
  • ui/: Streamlit UI files
  • services.py: Sets up and runs the Restack services
• run_ui.py: Example script to run the UI