Lib.rs

› Keywords #vector-database #embedding #hnsw #vector #algorithm #vector-search

#ann

  1. hnsw_rs

    Ann based on Hierarchical Navigable Small World Graphs from Yu.A. Malkov and D.A Yashunin

    v0.3.3 35K #ann #algorithm

  2. space

    providing abstractions for spatial datastructures and search

    v0.19.0 32K #knn #ann #search #computer-vision

  3. anndists

    some distances used in Ann related crates

    v0.1.3 32K #distance #ann #algorithm

  4. velesdb-core

    High-performance vector database engine written in Rust

    v1.1.0 #vector-database #hnsw #ann #embedding #search

  5. annembed

    dimension reduction à la Umap

    v0.1.6 210 #dimension-reduction #embedding #algorithm #ann #umap

  6. ann-search-rs

    Various approximate nearest neighbour searches in Rust with emphasis for single cell applications

    v0.2.3 #nearest-neighbors-search #distance-metrics #neighbours #bf16 #ivf #euclidean #single-cell #cosine #ann #gpu

  7. rabitq-rs

    Advanced vector search: RaBitQ quantization with IVF and MSTG (Multi-Scale Tree Graph) index

    v0.7.0 #vector-search #ivf #vector-quantization #quantization #ann

  8. ucfp

    Universal Content Fingerprinting (UCFP) core library

    v0.1.0 #fingerprinting #pipeline-process #content #document #embedding #redb #ann #canonicalization #hashing #similarity-search

  9. satoridb

    Embedded vector database for approximate nearest neighbor search (experimental)

    v0.1.2 #hnsw #vector-database #embedding #ann #vector

  10. velesdb-server

    REST API server for VelesDB vector database

    v1.1.0 #vector-database #embedding #hnsw #ann

  11. embedvec

    Fast, lightweight, in-process vector database with HNSW indexing, metadata filtering, E8 quantization, and PyO3 bindings

    v0.6.0 #vector-database #hnsw #rag #ann #embedding

  12. oasysdb_redux

    Fast embedded vector database with incremental HNSW indexing

    v0.4.1 #vector-database #hnsw #embedded-database #ann #vector

  13. vector-lite

    The SQLite of Vector Database in Rust

    v0.1.12 450 #sqlite #vector-search #vector-database #deserialize #ann #serialization

  14. vecmindb

    High-performance vector database with multiple index algorithms (HNSW, IVF, etc.) and NSGA-II auto-tuning

    v0.1.0 #vector-database #similarity-search #rag #embedding #ann

  15. acap

    As Close As Possible — nearest neighbor search in Rust

    v0.4.0 2.2K #nearest-neighbors-search #ann #knn

  16. vectordata

    tools for dataset.yaml

    v0.1.0 #dataset #mmap #http #vector #ann

  17. qntz

    Vector quantization primitives (RaBitQ, ternary, bit packing) for ANN systems

    v0.1.0 #quantization #ann #vector-search #pq #vector-quantization #compression

  18. gann

    Generic ANN

    v0.3.1 #ann #generic #layer #dense #back-propagation #neuron #learning-rate #input-data #infer

  19. sahomedb

    Fast embedded vector database with incremental HNSW indexing

    v0.4.0 750 #vector-database #embedded-database #hnsw #ann #vector #database

  20. content-index

    UCFP backend-agnostic vector and fingerprint index

    v0.1.0 #default-back-end #redb #fingerprinting #index-record #compression #backend-agnostic #semantic-search #quantization #ann #cosine-similarity

  21. favannat

    Algorithms to evaluate the function encoded in ANN-like structures

    v0.6.4 110 #ann #evaluator #evolution

  22. hnsw_rs_thousand_birds

    Ann based on Hierarchical Navigable Small World Graphs from Yu.A. Malkov and D.A Yashunin - Modified by the Thousand Birds Inc team to support building for windows

    v0.1.20 #hnsw #ann #algorithm

  23. set_genome

    A genetic data structure for neuroevolution algorithms

    v0.6.7 100 #genetic-algorithm #neural-network #ann

  24. cosyne

    neuro evolution through cooperatively coevolved synapses

    v0.3.4 #neuro-evolution #neural-network #synapse #optimization #cooperative #ann #relu #tanh #plot #user-defined

  25. vsag

    Rust binding for VSAG, a vector indexing library used for similarity search

    v0.1.1 #hnsw #ann #dag #llm

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  26. libroxanne-search

    Base library for ANN graph searching

    v0.2.0 #search #graph-search #ann #vector #deep-dive #blog-post #accessible #database #accompanying

  27. ann

    A package for A, N, and N

    v0.0.2 #package

  28. n2

    Neural network library implementing a feedforward, backpropagation network

    v0.0.0 #neural-network #back-propagation #ann #machine-learning