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approximate-nearest-neighbor-search

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pgvector /pgvector

Open-source vector similarity search for Postgres

nearest-neighbor-search approximate-nearest-neighbor-search

UpdatedJul 12, 2025
C

weaviate

weaviate /weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

search-engine information-retrieval grpc nearest-neighbor-search semantic-search-engine image-search recommender-system vectors approximate-nearest-neighbor-search semantic-search similarity-search mlops hnsw weaviate vector-search vector-database neural-search vector-search-engine hybrid-search generative-search

UpdatedJul 18, 2025
Go

spotify /annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

python golang c-plus-plus lua nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search

UpdatedJul 29, 2024
C++

lancedb /lancedb

Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

search-engine nearest-neighbor-search image-search recommender-system approximate-nearest-neighbor-search semantic-search similarity-search vector-database

UpdatedJul 18, 2025
Python

postgresml /postgresml

Postgres with GPUs for ML/AI apps.

postgres machine-learning sql ai clustering ml regression embeddings artificial-intelligence forecasting classification ann approximate-nearest-neighbor-search knn rag vector-database llm

UpdatedJul 1, 2025
Rust

microsoft /SPTAG

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.

approximate-nearest-neighbor-search space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving

UpdatedJul 16, 2025
C++

infiniflow /infinity

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

search-engine vector nearest-neighbor-search full-text-search approximate-nearest-neighbor-search embedding bm25 information-retrival cpp20 rag hnsw vector-search vector-database hybrid-search cpp20-modules ai-native tensor-database vectordatabase multi-vector

UpdatedJul 18, 2025
C++

usearch

unum-cloud /usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

search search-engine database clustering fuzzy-search webassembly simd nearest-neighbor-search full-text-search image-search recommender-system approximate-nearest-neighbor-search semantic-search text-search similarity-search kann faiss vector-search

UpdatedJul 11, 2025
C++

hora

hora-search /hora

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

rust search-engine machine-learning algorithm neural-network high-performance numeric artificial-intelligence simd data-structures image-search recommender-system approximate-nearest-neighbor-search similarity-search rust-sci k-nearest-neighbors hnsw vector-search

UpdatedJan 31, 2024
Rust

vald

vdaas /vald

Vald. A Highly Scalable Distributed Vector Search Engine

kubernetes golang distributed-systems cloud microservices high-performance vector high-dimensional-data nearest-neighbor-search cloud-native image-search approximate-nearest-neighbor-search hacktoberfest ngt similarity-search image-search-engine vector-search-engine vald anng

UpdatedJul 18, 2025
Go

NGT

yahoojapan /NGT

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

nearest-neighbor-search knn-search nearest-neighbors approximate-nearest-neighbor-search k-nearest-neighbors

UpdatedJun 23, 2025
C++

lmcinnes /pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

nearest-neighbor-search approximate-nearest-neighbor-search knn-graphs

UpdatedNov 10, 2024
Python

lantern

lanterndata /lantern

PostgreSQL vector database extension for building AI applications

search open-source postgres data-science machine-learning database ai vector postgresql embeddings nearest-neighbor-search ycombinator image-search ann approximate-nearest-neighbor-search knn mlops hnsw neural-search

UpdatedDec 12, 2024
Rust

matsui528 /faiss_tips

Some useful tips for faiss

nearest-neighbor-search approximate-nearest-neighbor-search product-quantization faiss

UpdatedNov 2, 2023
Shell

kakao /n2

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

python go machine-learning ml nearest-neighbor-search approximate-nearest-neighbor-search knn approximate k-nearest-neighbors

UpdatedJun 27, 2023
Jupyter Notebook

amzn /pecos

PECOS - Prediction for Enormous and Correlated Spaces

machine-learning-algorithms transformers approximate-nearest-neighbor-search extreme-multi-label-classification extreme-multi-label-ranking

UpdatedFeb 1, 2025
Python

harsha-simhadri /big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

approximate-nearest-neighbor-search information-retrival

UpdatedMay 15, 2025
Jupyter Notebook

aquila

Aquila-Network /aquila

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

search-engine information-retrieval retrieval nearest-neighbor-search knn-search image-search approximate-nearest-neighbor-search embedding information-retrieval-engine similarity-search video-search faiss aquila feature-vectors neural-information-retrieval vector-database neural-search similarity-searches

UpdatedMay 6, 2024
HTML

matsui528 /nanopq

Pure python implementation of product quantization for nearest neighbor search

nearest-neighbor-search data-compression approximate-nearest-neighbor-search product-quantization

UpdatedJun 7, 2025
Python

instant-distance

djc /instant-distance

Fast approximate nearest neighbor searching in Rust, based on HNSW index

rust approximate-nearest-neighbor-search hnsw

UpdatedJul 7, 2025
Rust

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