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milvus-io /milvus

Star33.3k

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

golang distributed nearest-neighbor-search cloud-native image-search vector-similarity faiss anns rag hnsw vector-search vector-database llm embedding-database embedding-store vector-store embedding-similarity diskann

UpdatedMar 18, 2025
Go

qdrant /qdrant

Sponsor

Star22.6k

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloudhttps://cloud.qdrant.io/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity ai-search-engine

UpdatedMar 18, 2025
Rust

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

UpdatedMar 18, 2025
Go

marqo-ai /marqo

Star4.8k

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

search-engine machine-learning natural-language-processing information-retrieval deep-learning transformers machinelearning gpt visual-search multi-modal clip knn semantic-search hacktoberfest hnsw vector-search vision-language large-language-models tensor-search chatgpt

UpdatedMar 18, 2025
Python

infiniflow /infinity

Star3.3k

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

UpdatedMar 11, 2025
C++

ekzhu /datasketch

Star2.7k

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

python search weighted-quantiles lsh minhash top-k locality-sensitive-hashing lsh-forest lsh-ensemble jaccard-similarity hyperloglog data-sketches data-summary hnsw

UpdatedJun 4, 2024
Python

hora-search /hora

Star2.6k

🚀 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

spotify /voyager

Star1.4k

🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.

python java machine-learning nearest-neighbor-search hnsw hnswlib

UpdatedMar 5, 2025
C++

lanterndata /lantern

Star836

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

ChunelFeng /caiss

Star538

一款简单好用的跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

nlp search-engine ai deep-learning chatbot ann mrpt similarity-search faiss hnsw

UpdatedDec 3, 2022
C++

zilliztech /feder

Star425

Visualize hnsw, faiss and other anns index

visualization faiss hnsw milvus

UpdatedMar 7, 2023
Jupyter Notebook

djc /instant-distance

Sponsor

Star323

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

rust approximate-nearest-neighbor-search hnsw

UpdatedMar 17, 2025
Rust

granne /granne

Star318

Graph-based Approximate Nearest Neighbor Search

rust approximate-nearest-neighbor-search hnsw

UpdatedJul 8, 2024
Rust

1yefuwang1 /vectorlite

Star291

Fast, SQL powered, in-process vector search for any language with an SQLite driver

python3 sqlite3 cpp17 hnsw vector-database

UpdatedNov 4, 2024
C++

wizenheimer /tinkerbird

Sponsor

Star263

Client Side Vector Database

chrome typescript indexeddb hnsw vector-database

UpdatedJul 23, 2024
TypeScript

MinishLab /vicinity

Star259

Lightweight Nearest Neighbors with Flexible Backends

python ai embeddings annoy faiss hnsw hnswlib vector-database

UpdatedMar 2, 2025
Python

jina-ai /annlite

Star226

⚡ A fast embedded library for approximate nearest neighbor search

information-retrieval cython image-search approximate-nearest-neighbor-search product-quantization vector-quantization hnsw vector-search neural-search

UpdatedJul 21, 2023
Python

zilliztech /knowhere

Star209

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

search gpu vector nearest-neighbor-search faiss hnsw vector-database

UpdatedMar 13, 2025
C++

sjy-dv /coltt

Star184

Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

distributed-systems database key-value bitmap distributed-database cosine-similarity kv semantic-search hnsw vector-search vector-database hybrid-search multi-vector