hnsw
There are 67 repositories under hnsw topic.
milvus-io/milvus
A cloud-native vector database, storage for next generation AI applications
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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.
marqo-ai/marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
hora-search/hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
ekzhu/datasketch
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
spotify/voyager
🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
lanterndata/lantern
PostgreSQL vector database extension for building AI applications
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 !
zilliztech/feder
Visualize hnsw, faiss and other anns index
granne/granne
Graph-based Approximate Nearest Neighbor Search
oasysai/oasysdb
An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
instant-labs/instant-distance
Fast approximate nearest neighbor searching in Rust, based on HNSW index
jina-ai/annlite
⚡ A fast embedded library for approximate nearest neighbor search
willard-yuan/cvt
CVT, a Computer Vision Toolkit.
js1010/cuhnsw
CUDA implementation of Hierarchical Navigable Small World Graph algorithm
0xDebabrata/citrus
(distributed) vector database
julien040/hn-recommendation-api
A recommendation system for Hacker News. Get the most similar posts for a given URL
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?
zhao-lang/redis_hnsw
HSNW module for Redis
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.
farouqzaib/fast-search
Vector Database implemented in Golang with support for full-text and vector search as well as fault tolerance via Raft.
brtholomy/hnsw
HNSW tutorial
jlmelville/rcpphnsw
Rcpp bindings for the approximate nearest neighbors library hnswlib
ShravanSunder/hnswlib-wasm
hnswlib-wasm attempts to create a browser friendly version of hnswlib
marekgalovic/anndb
Distributed Approximate Nearest Neighbors Database https://anndb.com
taylorlu/Facenet-Caffe
facenet recognition and retrieve by using hnswlib and flask, convert tensorflow model to caffe
deepfates/hnsw
Hierarchical Navigable Small Worlds in the browser
zilliztech/vector-index-visualization-tool
visualization tool for vector search index
msoedov/vector_lake
S3 vector database for LLM Agents and RAG.
peggy1502/Data-Science-Articles
A collection of my data science articles published in Towards Data Science and Towards AI.
SpecializedGeneralist/hnsw-grpc-server
gRPC server for hnswlib
aws-samples/gofast-hnsw
This project is a reference implementation of the Hierarchical Navigable Small World graph paper by Malkov & Yashunin (2018) as a companion to the AWS presentation by Ben Duncan (Startup Solution Architect) "What you need to know about Vector Databases. From use-cases to a deep dive on the technology."
hkproj/retrieval-augmented-generation-notes
Slides for "Retrieval Augmented Generation" video