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7 projects

Showing 7 of 7 projects

FAISS
FAISSC++

A library for efficient similarity search and clustering of dense vectors, scaling to billions of vectors on a single server.

#ai#high-performance-computing#gpu-acceleration
Stars39.8k
Forks4.3k
Last commit1 day ago
Qdrant
QdrantRust

A high-performance vector database and search engine written in Rust, designed for AI applications with filtering and payload support.

#knn-algorithm#semantic-search#recommender-system
Stars30.6k
Forks2.2k
Last commit2 days ago
chromadb
chromadbRust

Open-source vector database and embedding store for building AI applications with semantic search.

#semantic-search#ai#ai-infrastructure
Stars27.6k
Forks2.2k
Last commit1 day ago
lancedb
lancedbHTML

An open-source embedded retrieval library for multimodal AI, offering fast vector search, SQL, and full-text search.

#semantic-search#open-source#approximate-nearest-neighbor-search
Stars10.0k
Forks857
Last commit3 days ago
GPTCache
GPTCachePython

A semantic cache library for LLM queries that reduces API costs by 10x and boosts response speed by 100x.

#memcache#milvus#python-library
Stars8.0k
Forks577
Last commit9 months ago
USearch
USearchC++

A fast, single-file similarity search and clustering engine for vectors and arbitrary objects with multi-language bindings.

#search#multi-language#database
Stars4.1k
Forks311
Last commit4 days ago
flann
flannC++

A C++ library for fast approximate nearest neighbor searches in high-dimensional spaces with automatic algorithm selection.

#search-algorithms#approximate-algorithms#data-structures
Stars2.4k
Forks665
Last commit1 year ago

Related Tags

#Vector Search5#Vector Database4#Nearest Neighbor Search4#Machine Learning4#Search Engine3#Python3#Semantic Search3#Rust3
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