hnsw

There are 114 repositories under hnsw topic.

  • milvus

    milvus-io/milvus

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

    Language:Go38.3k31214.5k3.5k
  • qdrant

    qdrant/qdrant

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

    Language:Rust27k1451.6k1.9k
  • 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​.

    Language:Go15k1312.6k1.1k
  • marqo

    marqo-ai/marqo

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

    Language:Python5k37246218

  • 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.

    Language:C++4.2k43576392

  • ekzhu/datasketch

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

    Language:Python2.8k48169312
  • hora

    hora-search/hora

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

    Language:Rust2.6k473077

  • spotify/voyager

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

    Language:C++1.5k104478
  • lantern

    lanterndata/lantern

    PostgreSQL vector database extension for building AI applications

    Language:Rust86678163
  • rag-time

    microsoft/rag-time

    RAG Time: A 5-week Learning Journey to Mastering RAG

    Language:Jupyter Notebook733158272

  • ChunelFeng/caiss

    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 !

    Language:C++54891167

  • zilliztech/feder

    Visualize hnsw, faiss and other anns index

    Language:Jupyter Notebook46391735
  • instant-distance

    djc/instant-distance

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

    Language:Rust3375730

  • 1yefuwang1/vectorlite

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

    Language:C++32651910

  • granne/granne

    Graph-based Approximate Nearest Neighbor Search

    Language:Rust320151824

  • MinishLab/vicinity

    Lightweight Nearest Neighbors with Flexible Backends

    Language:Python31231110

  • zilliztech/knowhere

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

    Language:C++2937336113

  • wizenheimer/tinkerbird

    Client Side Vector Database

    Language:TypeScript2705514
  • annlite

    jina-ai/annlite

    ⚡ A fast embedded library for approximate nearest neighbor search

    Language:Python234217524

  • AlayaDB-AI/AlayaLite

    AlayaLite – A Fast, Flexible Vector Database for Everyone.

    Language:C++188133
  • coltt

    sjy-dv/coltt

    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.

    Language:Go186102

  • js1010/cuhnsw

    CUDA implementation of Hierarchical Navigable Small World Graph algorithm

    Language:Cuda1705629

  • willard-yuan/cvt

    CVT, a Computer Vision Toolkit.

    Language:C1678138

  • brtholomy/hnsw

    HNSW tutorial

    Language:Python156118

  • jasonjmcghee/portable-hnsw

    What if an HNSW index was just a file, and you could serve it from a CDN, and search it directly in the browser?

    Language:HTML107337

  • 0xDebabrata/citrus

    (distributed) vector database

    Language:Python1043913

  • microsoft/MSVBASE

    MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrates high-dimensional vector indices into PostgreSQL, a relational database to facilitate complex approximate similarity queries.

    Language:C++9971711

  • julien040/hn-recommendation-api

    A recommendation system for Hacker News. Get the most similar posts for a given URL

    Language:TypeScript84129

  • deepfates/hnsw

    Hierarchical Navigable Small Worlds in the browser

    Language:TypeScript64328

  • farouqzaib/mettis

    Vector Database implemented in Golang with support for full-text and vector search as well as fault tolerance via Raft.

    Language:Go61204

  • wizenheimer/comet

    A Vector Store written in Go - Supports hybrid retrieval over BM25, Flat, HNSW, IVF, PQ and IVFPQ Index with Quantization, Metadata Filtering, Reranking, Reciprocal Rank Fusion, Soft Deletes, Index Rebuilds and much much more

    Language:Go61

  • zhao-lang/redis_hnsw

    HSNW module for Redis

    Language:Rust582103

  • ShravanSunder/hnswlib-wasm

    hnswlib-wasm attempts to create a browser friendly version of hnswlib

    Language:C++560715

  • msoedov/vector_lake

    S3 vector database for LLM Agents and RAG.

    Language:Python49224

  • themaximalist/vectordb.js

    Simple in-memory vector database for text similarity in Node.js

    Language:HTML40135

  • marekgalovic/anndb

    Distributed Approximate Nearest Neighbors Database https://anndb.com

    Language:Go37306