Topic: approximate-nearest-neighbor-search Goto Github

👇 Here are 164 public repositories matching this topic...

0xdebabrata / citrus
approximate-nearest-neighbor-search,(distributed) vector database
User: 0xdebabrata
Home Page: https://searchcitrus.com
approximate-nearest-neighbor-search embeddings hnsw nearest-neighbor-search semantic-search semantic-search-engine similarity-search vector-database vector-search-engine vectors

amzn / pecos
approximate-nearest-neighbor-search,PECOS - Prediction for Enormous and Correlated Spaces
Organization: amzn
Home Page: https://libpecos.org/
machine-learning-algorithms extreme-multi-label-classification extreme-multi-label-ranking transformers approximate-nearest-neighbor-search

aquila-network / aquila
approximate-nearest-neighbor-search,An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
Organization: aquila-network
Home Page: https://aquila.network
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding similarity-searches video-search image-search aquila retrieval faiss neural-search information-retrieval-engine

cgtuebingen / ggnn
approximate-nearest-neighbor-search,GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Organization: cgtuebingen
Home Page: https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/computergrafik/lehrstuhl/veroeffentlichungen/ggnn-graph-based-gpu-nearest-neighbor-search/
cuda ann nearest-neighbor-search gpu approximate-nearest-neighbor-search vector-database vector-db

curiosity-ai / hnsw-sharp
approximate-nearest-neighbor-search,C# library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs
Organization: curiosity-ai
ann approximate-nearest-neighbor-search csharp netcore dotnet embeddings word2vec

dangkhoasdc / awesome-vector-database
approximate-nearest-neighbor-search,A curated list of awesome works related to high dimensional structure/vector search & database
User: dangkhoasdc
search-engine vector-database vector-search nearest-neighbor-search approximate-nearest-neighbor-search embedding-similarity similarity-search vector-search-engine embeddings-similarity

ekzhu / lshensemble
approximate-nearest-neighbor-search,LSH index for approximate set containment search
User: ekzhu
Home Page: http://www.vldb.org/pvldb/vol9/p1185-zhu.pdf
lsh lsh-forest paper vldb lsh-ensemble containment nearest-neighbor-search containment-search approximate-nearest-neighbor-search

emesday / spark-annoy
approximate-nearest-neighbor-search,Building Annoy Index on Apache Spark
User: emesday
knn scala spark approximate-nearest-neighbor-search

ewfian / faiss-node
approximate-nearest-neighbor-search,Node.js bindings for faiss
User: ewfian
Home Page: https://www.npmjs.com/package/faiss-node
faiss approximate-nearest-neighbor-search javascript machine-learning nodejs npm similarity-search typescript underdevelopment

gchq / annchor
approximate-nearest-neighbor-search,Fast k-NN graph construction for slow metrics
Organization: gchq
knn-graphs nearest-neighbor-search approximate-nearest-neighbor-search nearest-neighbors knn-python

granne / granne
approximate-nearest-neighbor-search,Graph-based Approximate Nearest Neighbor Search
User: granne
rust approximate-nearest-neighbor-search hnsw

harsha-simhadri / big-ann-benchmarks
approximate-nearest-neighbor-search,Framework for evaluating ANNS algorithms on billion scale datasets.
User: harsha-simhadri
Home Page: https://big-ann-benchmarks.com
approximate-nearest-neighbor-search information-retrival

hora-search / hora
approximate-nearest-neighbor-search,🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Organization: hora-search
Home Page: http://horasearch.com/
search-engine rust approximate-nearest-neighbor-search artificial-intelligence recommender-system image-search vector-search algorithm data-structures simd

hora-search / hora-wasm
approximate-nearest-neighbor-search,webassembly binding for Hora Approximate Nearest Neighbor Search Library
Organization: hora-search
Home Page: https://horasearch.com
webassembly approximate-nearest-neighbor-search wasm search javascript

hora-search / horapy
approximate-nearest-neighbor-search,🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library
Organization: hora-search
Home Page: https://horasearch.com
python search approximate-nearest-neighbor-search artificial-intelligence search-engine image-search recommendation-system python-library

infiniflow / infinity
approximate-nearest-neighbor-search,The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
Organization: infiniflow
Home Page: https://infiniflow.org
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival operational-analytics bm25 embedding

instant-labs / instant-distance
approximate-nearest-neighbor-search,Fast approximate nearest neighbor searching in Rust, based on HNSW index
Organization: instant-labs
rust approximate-nearest-neighbor-search hnsw

jiangqy / adsh-aaai2018
approximate-nearest-neighbor-search,source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018
User: jiangqy
approximate-nearest-neighbor-search deep-learning image-retrieval paper

jina-ai / annlite
approximate-nearest-neighbor-search,⚡ A fast embedded library for approximate nearest neighbor search
Organization: jina-ai
information-retrieval approximate-nearest-neighbor-search hnsw neural-search product-quantization cython image-search vector-quantization vector-search

kakao / n2
approximate-nearest-neighbor-search,TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
Organization: kakao
python go ml knn machine-learning approximate k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search

lancedb / lancedb
approximate-nearest-neighbor-search,Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Organization: lancedb
Home Page: https://lancedb.github.io/lancedb/
approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database

lanterndata / lantern
approximate-nearest-neighbor-search,PostgreSQL vector database extension for building AI applications
Organization: lanterndata
Home Page: https://lantern.dev
ai vector database postgres postgresql embeddings machine-learning open-source data-science ycombinator

lmcinnes / pynndescent
approximate-nearest-neighbor-search,A Python nearest neighbor descent for approximate nearest neighbors
User: lmcinnes
nearest-neighbor-search knn-graphs approximate-nearest-neighbor-search

mathetake / gann
approximate-nearest-neighbor-search,[[ ARCHIVED ]] gann(go-approximate-nearest-neighbor) is a library for Approximate Nearest Neighbor Search written in Go
User: mathetake
golang nearest-neighbor-search approximate-nearest-neighbor-search bsp-tree go machine-learning

matsui528 / annbench
approximate-nearest-neighbor-search,A lightweight benchmark for approximate nearest neighbor search
User: matsui528
nearest-neighbor-search approximate-nearest-neighbor-search benchmark

matsui528 / faiss_tips
approximate-nearest-neighbor-search,Some useful tips for faiss
User: matsui528
faiss approximate-nearest-neighbor-search nearest-neighbor-search product-quantization

matsui528 / nanopq
approximate-nearest-neighbor-search,Pure python implementation of product quantization for nearest neighbor search
User: matsui528
product-quantization approximate-nearest-neighbor-search data-compression nearest-neighbor-search

matsui528 / rii
approximate-nearest-neighbor-search,Fast and memory-efficient ANN with a subset-search functionality
User: matsui528
approximate-nearest-neighbor-search product-quantization nearest-neighbor-search pybind11 data-compression

meilisearch / arroy
approximate-nearest-neighbor-search,Annoy-inspired Approximate Nearest Neighbors in Rust, based on LMDB and optimized for memory usage :boom:
Organization: meilisearch
Home Page: https://docs.rs/arroy
annoy approximate-nearest-neighbor-search lmdb rust diskann

microsoft / sptag
approximate-nearest-neighbor-search,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.
Organization: microsoft
space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving approximate-nearest-neighbor-search

netrasys / pgann
approximate-nearest-neighbor-search,Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Organization: netrasys
approximate-nearest-neighbor-search nearest-neighbor-search nearest-neighbors ann postgres vectors

pgvector / pgvector
approximate-nearest-neighbor-search,Open-source vector similarity search for Postgres
Organization: pgvector
nearest-neighbor-search approximate-nearest-neighbor-search

postgresml / postgresml
approximate-nearest-neighbor-search,The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
Organization: postgresml
Home Page: https://postgresml.org
ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm

qdrant / qdrant
approximate-nearest-neighbor-search,Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Organization: qdrant
Home Page: https://qdrant.tech
neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search

rinx / alvd
approximate-nearest-neighbor-search,alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.
User: rinx
Home Page: https://alvd.netlify.app/
approximate-nearest-neighbor-search nearest-neighbor-search ngt similarity-search vald vector-search vector-search-engine

rixwew / elasticsearch-approximate-nearest-neighbor
approximate-nearest-neighbor-search,Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch
User: rixwew
elasticsearch elasticsearch-plugin ann approximate-nearest-neighbor-search product-quantization

spotify / annoy
approximate-nearest-neighbor-search,Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Organization: spotify
c-plus-plus python nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search golang lua

stephenleo / adventures-with-ann
approximate-nearest-neighbor-search,All the code for a series of Medium articles on Approximate Nearest Neighbors
User: stephenleo
ann approximate-nearest-neighbor-search machine-learning-algorithms nearest-neighbor-search nearest-neighbors python

sunbelbd / song
approximate-nearest-neighbor-search,SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.
User: sunbelbd
gpu nearest-neighbor-search approximate-nearest-neighbor-search similarity-search

tiledb-inc / tiledb-vector-search
approximate-nearest-neighbor-search,Cloud-native vector similarity search and storage with efficient, serverless scale-out
Organization: tiledb-inc
Home Page: https://tiledb-inc.github.io/TileDB-Vector-Search/
approximate-nearest-neighbor-search embedding-database information-retrieval nearest-neighbor-search tensor-database vector-similarity-search vector-database vector-search python-package

timescale / vector-cookbook
approximate-nearest-neighbor-search,Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.
Organization: timescale
Home Page: https://www.timescale.com/ai
llm postgresql python vector-database approximate-nearest-neighbor-search nearest-neighbor-search pgvector vector-search vector-similarity langchain

unum-cloud / usearch
approximate-nearest-neighbor-search,Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Organization: unum-cloud
Home Page: https://unum-cloud.github.io/usearch/
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly

vdaas / vald
approximate-nearest-neighbor-search,Vald. A Highly Scalable Distributed Vector Search Engine
Organization: vdaas
Home Page: https://vald.vdaas.org
vald approximate-nearest-neighbor-search kubernetes distributed-systems nearest-neighbor-search vector-search-engine similarity-search image-search image-search-engine vector

vioshyvo / mrpt
approximate-nearest-neighbor-search,Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
User: vioshyvo
approximate-nearest-neighbor-search k-nn nearest-neighbor-search random-projection mrpt knn-search similarity-search

vqlite / vqlite
approximate-nearest-neighbor-search,VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN
Organization: vqlite
approximate-nearest-neighbor-search nearest-neighbor-search similarity-search vector-database vector-search vector-search-engine embedding-search embedding-similarity embedding embedding-database

weaviate / weaviate
approximate-nearest-neighbor-search,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​.
Organization: weaviate
Home Page: https://weaviate.io/developers/weaviate/
search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

xinyandai / product-quantization
approximate-nearest-neighbor-search,Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
User: xinyandai
product-quantization vector-quantization lsh approximate-nearest-neighbor-search clustering

yahoojapan / ngt
approximate-nearest-neighbor-search,Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
Organization: yahoojapan
approximate-nearest-neighbor-search k-nearest-neighbors knn-search nearest-neighbors nearest-neighbor-search

yoshoku / hnswlib-node
approximate-nearest-neighbor-search,hnswlib-node provides Node.js bindings for Hnswlib
User: yoshoku
Home Page: https://www.npmjs.com/package/hnswlib-node
nodejs npm javascript typescript approximate-nearest-neighbor-search nearest-neighbor-search machine-learning

zhao-lang / redis_hnsw
approximate-nearest-neighbor-search,HSNW module for Redis
User: zhao-lang
rust redis redis-module hnsw knn approximate-nearest-neighbor-search