Topic: approximate-nearest-neighbor-search Goto Github

Some thing interesting about approximate-nearest-neighbor-search

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0xdebabrata / citrus

approximate-nearest-neighbor-search,(distributed) vector database

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

birchkwok / lynsedb

approximate-nearest-neighbor-search,A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

User: birchkwok

vector-database vector-search database llm-chain pure-python nlp rag vectordb approximate-nearest-neighbor-search embedding-similarity

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 hybrid search of dense embedding, sparse embedding, tensor, and full-text

Organization: infiniflow

Home Page: https://infiniflow.org

ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival bm25 embedding full-text-search

instant-labs / instant-distance

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

Organization: instant-labs

approximate-nearest-neighbor-search hnsw rust

jiangqy / adsh-aaai2018

approximate-nearest-neighbor-search,source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018

User: jiangqy

approximate-nearest-neighbor-search paper deep-learning image-retrieval

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 data-compression nearest-neighbor-search product-quantization pybind11

meilisearch / arroy

approximate-nearest-neighbor-search,Spotify/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

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

ann approximate-nearest-neighbor-search nearest-neighbor-search nearest-neighbors postgres vectors

pgvector / pgvector

approximate-nearest-neighbor-search,Open-source vector similarity search for Postgres

Organization: pgvector

approximate-nearest-neighbor-search 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/

vald approximate-nearest-neighbor-search vector-search-engine similarity-search nearest-neighbor-search vector-search ngt

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

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 clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search

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 knn-search mrpt nearest-neighbor-search random-projection 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

approximate-nearest-neighbor-search clustering lsh product-quantization vector-quantization