Log2PR is a multi-agent workflow that queries Elasticsearch for application error logs, automatically creates GitHub pull requests and notifies developers via Slack.

Click on the image below for the demo video:

1. Create and activate virtual environment:

   python3 -m venv venv
   source venv/bin/activate  # On Windows: venv\Scripts\activate

2. Install dependencies:

   pip install -r requirements.txt

3. Configure environment variables (refer .env.sample)

4. Run:

   python3 -m app.main

• Elasticsearch: MCP server tools and log storage
• LangGraph: Agent orchestration
• Deep Agents: Subagents
• LangChain: MCP Adapters and other utilities