A python-based background agent system for automating end-to-end software engineering tasks, direct from your github repos.

ai-agents ai-tools background-agent github-integrations python
1 Open Issue Need Help Last updated: Jun 20, 2025

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AI Summary: Implement embedding search functionality for the Cairn project, allowing agents to efficiently navigate large repositories using natural language. This involves integrating with a vector database (potentially supporting multiple providers) and utilizing GitHub webhooks for real-time updates of the embedding store. Prior work exists, focusing on Voyage-code-3 embeddings and Pinecone, but the solution should be generalized for broader compatibility.

Complexity: 4/5
enhancement help wanted

A python-based background agent system for automating end-to-end software engineering tasks, direct from your github repos.

Python
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