Open Source / RAG•Open source
Code Compass
Self-hosted semantic plus keyword code retrieval (RAG) over private repositories. A DIY clone of Augment's codebase-retrieval.
Team Size
1 Developers
Duration
Open source
Industry
Open Source / RAG
Results & Impact
Python
Stack
RAG / retrieval
Author
Role
Open-source maintainer
RAG engine
Type
Code retrieval over private repos
The Challenge
Getting accurate, in-context code answers over private repositories without sending the code to a third-party service.
Our Solution
Built a self-hosted hybrid retrieval engine combining semantic and keyword search over indexed repos, benchmarked against a commercial equivalent.
Technologies Used
PythonEmbeddingsRAG
Team Composition
Role
Author and maintainer
Project Duration
Open source
Key Results & Achievements
- ✓Hybrid semantic plus keyword retrieval over private code
- ✓Self-hosted, keeps code private
- ✓Benchmarked against a commercial codebase-retrieval tool
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