Local-first, zero-key semantic code search for large and custom codebases — hybrid vector + keyword retrieval with symbol-aware chunking. Usable as a CLI, Python library, REST API, or web UI.
python tree-sitter ai embeddings code-search developer-tools semantic-search bm25 faiss rag vector-search local-first vector-database semantic-code-search hybrid-search llm retrieval-augmented-generation
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Updated
Jul 21, 2026 - Python