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    HNSWlib
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    Header-only C++/Python library for fast approximate nearest neighbor search implementing the HNSW algorithm. Used by Spotify and others, offers 10x speed increase over Annoy. This is an OSS library.

    ANN Library

    A C++ library for approximate nearest neighbor searching in arbitrarily high dimensions, developed by David Mount and Sunil Arya at the University of Maryland. Provides data structures and algorithms for both exact and approximate nearest neighbor searching.

    FLANN (Fast Library for Approximate Nearest Neighbors)

    A C++ library for performing fast approximate nearest neighbor searches in high dimensional spaces. Contains multiple ANN algorithms and automatic algorithm selection based on dataset characteristics.

    FLANN

    Fast Library for Approximate Nearest Neighbors containing a collection of algorithms optimized for nearest neighbor search in high dimensional spaces with automatic algorithm and parameter selection.

    GLASS

    Leading graph-based ANN library optimized for approximate nearest neighbor search, offering competitive performance especially at lower recall levels across diverse datasets.

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