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Header-only C++/python library for fast approximate nearest neighbors

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

hnswlib.rb provides Ruby bindings for Hnswlib

  • ruby
  • gem
  • nearest-neighbor-search
  • approximate-nearest-neighbor-search