SPTAG
Vector search engine
A distributed approximate nearest neighbor search library
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
5k stars
137 watching
582 forks
Language: C++
last commit: 3 months ago approximate-nearest-neighbor-searchdistributed-servingfresh-updateneighborhood-graphspace-partition-treevector-search
Related projects:
| Repository | Description | Stars |
|---|---|---|
 erikbern/ann-benchmarks | A comprehensive benchmarking framework for evaluating the performance of approximate nearest neighbor search libraries in Python. | 4,972 |
 yahoojapan/ngt | A library for efficient searching of high-dimensional data points using graph and tree-based methods | 1,258 |
 flann-lib/flann | A fast and efficient algorithm for finding the nearest neighbors in high-dimensional spaces | 2,254 |
 pgvector/pgvector | An extension to Postgres that enables efficient storage and querying of dense vectors in various formats | 12,615 |
 nmslib/nmslib | An efficient similarity search library and toolkit for evaluation of k-NN methods in generic non-metric spaces | 3,414 |
 bast/flanders | Fast 2D nearest neighbor search with an angle | 7 |
 kristofferc/nearestneighbors.jl | A Julia package for efficient nearest neighbor searches in high-dimensional spaces | 426 |
 tiledb-inc/tiledb-vector-search | A serverless, scale-out vector similarity search and storage system with efficient database capabilities | 53 |
 yoshoku/hnswlib.rb | Provides Ruby bindings for a C++ library implementing approximate nearest neighbor search | 15 |
 lyst/rpforest | An efficient algorithm for finding approximate nearest neighbors in high-dimensional spaces | 223 |
 tdebatty/java-string-similarity | A Java library implementing various string similarity and distance measures. | 2,696 |
 whenever5225/graphanns | An implementation of graph-based approximate nearest neighbor search algorithms | 31 |
 cozodb/cozo | A relational graph-vector database with Datalog query support that enables efficient storage and querying of vector data | 3,417 |
 osm-search/nominatim | A search tool based on OpenStreetMap data for geocoding and generating synthetic addresses. | 3,199 |
 smnorris/fwapg | Extensions to a mapping data service for British Columbia's Freshwater Atlas, providing spatial analysis and querying capabilities. | 9 |