Topic: similarity-search Goto Github

👇 Here are 325 public repositories matching this topic...

0xdebabrata / citrus
similarity-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

alexklibisz / elastik-nearest-neighbors
similarity-search,Go to: https://github.com/alexklibisz/elastiknn
User: alexklibisz
Home Page: https://github.com/alexklibisz/elastiknn
elasticsearch elasticsearch-plugin knn knn-algorithm similarity-search locality-sensitive-hashing data-engineering

alexklibisz / elastiknn
similarity-search,Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
User: alexklibisz
Home Page: https://alexklibisz.github.io/elastiknn
nearest-neighbor-search locality-sensitive-hashing elasticsearch elasticsearch-plugin similarity-search lucene embeddings semantic-search neural-search

aquila-network / aquila
similarity-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

arcadedata / arcadedb
similarity-search,ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
Organization: arcadedata
Home Page: https://arcadedb.com
database dbms multi-model graph document time-series key-value embedded docker kubernetes

ashvardanian / simsimd
similarity-search,Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
User: ashvardanian
Home Page: https://ashvardanian.com/posts/simsimd-faster-scipy/
arm-neon arm-sve assembly avx2 distance-calculation distance-measures metrics neon simd simd-instructions

caoyue10 / deephash-papers
similarity-search,Must-read papers on deep learning to hash (DeepHash)
User: caoyue10
deep-learning hashing quantization similarity-search

chembl / fpsim2
similarity-search,Simple package for fast molecular similarity searches
Organization: chembl
Home Page: https://chembl.github.io/FPSim2
python chemistry cheminformatics gpu similarity-search

chunelfeng / caiss
similarity-search,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 !
User: chunelfeng
faiss ann ai similarity-search hnsw nlp chatbot mrpt search-engine deep-learning

cluebenchmark / kgclue
similarity-search,KgCLUE: 大规模中文开源知识图谱问答
Organization: cluebenchmark
Home Page: https://www.CLUEbenchmarks.com
knowledge-graph kbqa qa ner similarity-search

currentslab / awesome-vector-search
similarity-search,Collections of vector search related libraries, service and research papers
Organization: currentslab
awesome awesome-list knn-search machine-learning nearest-neighbor-search search-engine similarity-search vector vector-search vector-search-engine

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

dbaranchuk / ivf-hnsw
similarity-search,Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
User: dbaranchuk
knn-search similarity-search

derrickburns / generalized-kmeans-clustering
similarity-search,Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
User: derrickburns
Home Page: https://generalized-kmeans-clustering.massivedatascience.com/
bregman-divergence clustering cosine-similarity embeddings entropy euclidean-distance itakura-saito-divergence k-means kullback-leibler-divergence similarity-search

ekzhu / setsimilaritysearch
similarity-search,All-pair set similarity search on millions of sets in Python and on a laptop
User: ekzhu
similarity-search set-similarity-search all-pairs

ewfian / faiss-node
similarity-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

fzliu / radient
similarity-search,Radient turns many data types (not just text) into vectors for similarity search, clustering, regression analysis, and more.
User: fzliu
audio embeddings fraud-detection graphs images molecular-search molecules recommender-system text vectors

gaborvecsei / stocks-pattern-analyzer
similarity-search,This tool should help discover different patterns based on similarity measures in historical (financial) data
User: gaborvecsei
stocks-pattern-analyzer heroku restapi stocks finance stock-price-prediction stock-market stock-data forecasting similarity-search

gerevai / gerev
similarity-search,🧠 AI-powered enterprise search engine 🔎
Organization: gerevai
Home Page: https://app.klu.so/signup?utm_source=github_gerevai
ai search-engine workplace-search enterprise-search chatgpt semantic-search-engine similarity-search confluence machine-learning vector-search

guenthermi / postgres-word2vec
similarity-search,utils to use word embedding models like word2vec vectors in a PostgreSQL database
User: guenthermi
postgresql word2vec word-embeddings product-quantization inverted-index similarity-search knn-search

hhblaze / dbreeze
similarity-search,C# .NET NOSQL ( key value store embedded ) ACID multi-paradigm database management system.
User: hhblaze
nosql database embedded c-sharp text search search-engine net acid transaction

hora-search / hora
similarity-search,🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Organization: hora-search
Home Page: http://horasearch.com/
algorithm approximate-nearest-neighbor-search artificial-intelligence data-structures high-performance hnsw image-search k-nearest-neighbors machine-learning neural-network numeric recommender-system rust rust-sci search-engine simd similarity-search vector-search

huichen / wordvector_be
similarity-search,Web服务：使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
User: huichen
golang wordembeddings wordvectors nearest-neighbor-search annoy similarity-search http-server

jbellis / jvector
similarity-search,JVector: the most advanced embedded vector search engine
User: jbellis
ann java knn machine-learning search-engine similarity-search vector-search

lancedb / lancedb
similarity-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

m1guelpf / tinyvector
similarity-search,A tiny embedding database in pure Rust.
User: m1guelpf
Home Page: https://crates.io/crates/tinyvector
embeddings embeddings-similarity machine-learning rust search-engines similarity-search vector-database vector-search

matrix-profile-foundation / mass-ts
similarity-search,MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.
Organization: matrix-profile-foundation
algorithms data-mining datascience distance-matrix euclidean-distances similarity-search time-series time-series-analysis time-series-data-mining

myscale / myscaledb
similarity-search,An open-source, high-performance SQL vector database built on ClickHouse.
Organization: myscale
Home Page: https://myscale.com
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag

nakilon / dhash-vips
similarity-search,vips-powered ruby gem to measure images similarity, implementing dHash and IDHash algorithms
User: nakilon
dhash image-comparison similarity-measures fingerprint similarity-search fingerprints perceptual-hashing gem

oasysai / oasysdb
similarity-search,An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
Organization: oasysai
Home Page: https://docs.rs/oasysdb
open-source vector-database approximate-nearest-neighbors hnsw key-value-database rest-api similarity-search vector-search edge-ai edge-computing

paradedb / paradedb
similarity-search,Postgres for Search and Analytics
Organization: paradedb
Home Page: https://paradedb.com
elasticsearch sparse-vector hybrid-search database bm25 full-text-search analytics olap htap big-data

pinecone-io / pinecone-ts-client
similarity-search,The official TypeScript/Node client for the Pinecone vector database
Organization: pinecone-io
Home Page: https://www.pinecone.io
llm pinecone semantic-search similarity-search vector-database

postgrespro / imgsmlr
similarity-search,Similar images search for PostgreSQL
Organization: postgrespro
postgresql gist image-processing similarity-search postgres

qdrant / awesome-metric-learning
similarity-search,😎 A curated list of awesome practical Metric Learning and its applications
Organization: qdrant
Home Page: https://qdrant.tech
anomaly-detection awesome-list metric-learning recommendation-system semantic-similarity similarity-search survey tutorials

qdrant / qdrant
similarity-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

qdrant / quaterion
similarity-search,Blazing fast framework for fine-tuning similarity learning models
Organization: qdrant
Home Page: https://quaterion.qdrant.tech/
contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search python pytorch pytorch-lightning

rapidsai / cuvs
similarity-search,cuVS - a library for vector search and clustering on the GPU
Organization: rapidsai
Home Page: https://rapids.ai
anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods

sherlockchou86 / videopipe
similarity-search,跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星：）。
User: sherlockchou86
cv deep-learning object-detection opencv gstreamer video-analysis video-processing ai behaviour-analysis similarity-search

shibing624 / similarities
similarity-search,Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。
User: shibing624
Home Page: https://pypi.org/project/similarities/
nlp deep-learning pytorch matching text-matching bm25 similarity similarity-search image-search image-similarity

sociallinks-io / telegram-similar-channels
similarity-search,Telegram similar channels search tool (CLI + Maltego)
Organization: sociallinks-io
maltego similarity-search telegram

stanford-futuredata / fast
similarity-search,End-to-end earthquake detection pipeline via efficient time series similarity search
Organization: stanford-futuredata
minhash-lsh-algorithm time-series earthquakes similarity-search

tantaraio / voy
similarity-search,🕸️🦀 A WASM vector similarity search written in Rust
Organization: tantaraio
Home Page: https://www.npmjs.com/package/voy-search
k-d-tree nearest-neighbor-search similarity-search vector-search wasm webassembly rust wasm-pack

tensorflow / similarity
similarity-search,TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Organization: tensorflow
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning

thulab / deephash
similarity-search,An Open-Source Package for Deep Learning to Hash (DeepHash)
Organization: thulab
deep-learning hashing quantization similarity-search

typesense / typesense
similarity-search,Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
Organization: typesense
Home Page: https://typesense.org
search-engine search typo-tolerance site-search instantsearch fuzzy-search full-text-search enterprise-search synonyms faceting

unum-cloud / usearch
similarity-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
similarity-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
similarity-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

weaviate / weaviate
similarity-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 mlops nearest-neighbor-search neural-search recommender-system similarity-search vectors generative-search hybrid-search weaviate grpc

zilliztech / gptcache
similarity-search,Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
Organization: zilliztech
Home Page: https://gptcache.readthedocs.io
chatbot chatgpt chatgpt-api llm milvus similarity-search vector-search aigc openai memcache