



Python library (chroma-hnswlib) fork of hnswlib for ChromaDB indexing with async batch vector ingest, HNSW param tuning (ef_construction/search). Core for Python/JS app embedding pipelines and LangChain; faster in-process ANN vs remote API calls to vector DBs.
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Chroma-hnswlib
Chroma-hnswlib is Chroma's fork of the hnswlib library, optimized specifically for ChromaDB's vector indexing requirements. It serves as the core HNSW indexing engine powering Chroma's vector similarity search.
Automat ically installed as a dependency when using ChromaDB. Can also be used standalone for custom vector indexing implementations.
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