Search Results - RepositoryStats

2.7k

27.5k

apache-2.0

275

A cloud-native vector database, storage for next generation AI applications

llm anns hnsw faiss golang distributed cloud-native image-search vector-store vector-search embedding-store tensor-database vector-database vector-similarity embedding-database embedding-similarity nearest-neighbor-search

Created 2019-09-16

19,951 commits to master branch, last one 22 hours ago

qdrant qdrant

1.3k

18.4k

apache-2.0

118

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

Created 2020-05-30

2,795 commits to master branch, last one 3 days ago

annoy spotify

1.1k

12.8k

apache-2.0

318

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

lua golang python c-plus-plus nearest-neighbor-search locality-sensitive-hashing approximate-nearest-neighbor-search

Created 2013-04-01

890 commits to main branch, last one 9 months ago

weaviate weaviate

675

9.9k

bsd-3-clause

110

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 c...

Created 2016-03-30

12,140 commits to main branch, last one 20 hours ago

pgvector pgvector

434

9.9k

other

78

Open-source vector similarity search for Postgres

nearest-neighbor-search approximate-nearest-neighbor-search

Created 2021-04-20

1,450 commits to master branch, last one 2 days ago

smile haifengl

1.1k

5.9k

other

268

Statistical Machine Intelligence & Learning Engine

nlp graph wavelet dataframe clustering regression statistics data-science deep-learning interpolation visualization classification linear-algebra machine-learning genetic-algorithm manifold-learning computer-algebra-system nearest-neighbor-search multidimensional-scaling

Created 2014-11-20

3,696 commits to master branch, last one 12 hours ago

mlpack mlpack

1.6k

4.9k

other

182

mlpack: a fast, header-only C++ machine learning library

regression c-plus-plus deep-learning hacktoberfest machine-learning scientific-computing nearest-neighbor-search machine-learning-library

Created 2014-12-17

29,931 commits to master branch, last one 3 days ago

lancedb lancedb

211

3.3k

apache-2.0

26

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

image-search search-engine semantic-search vector-database similarity-search recommender-system nearest-neighbor-search approximate-nearest-neighbor-search

Created 2023-02-28

1,009 commits to main branch, last one 14 hours ago

docarray docarray

222

2.8k

apache-2.0

44

Represent, send, store and search multimodal data

qdrant fastapi pytorch docarray protobuf pydantic weaviate dataclass multimodal cross-modal multi-modal nested-data deep-learning elasticsearch neural-search data-structures semantic-search machine-learning nearest-neighbor-search

Created 2021-12-14

1,448 commits to main branch, last one about a month ago

infinity infiniflow

152

1.9k

apache-2.0

24

The AI-native database built for LLM applications, providing incredibly fast full-text and vector search

Created 2022-07-18

1,583 commits to main branch, last one 19 hours ago

usearch unum-cloud

102

1.8k

apache-2.0

22

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

kann simd faiss search database clustering text-search webassembly fuzzy-search image-search search-engine vector-search semantic-search full-text-search similarity-search recommender-system nearest-neighbor-search approximate-nearest-neighbor-search

Created 2023-02-22

1,656 commits to main branch, last one about a month ago

awesome-cbir-papers willard-yuan

291

1.7k

unknown

96

📝Awesome and classical image retrieval papers

cbir visual-search local-features image-retrieval instance-retrieval image-retrieval-papers nearest-neighbor-search

Created 2015-08-28

165 commits to master branch, last one 7 months ago

vald vdaas

70

1.5k

apache-2.0

18

Vald. A Highly Scalable Distributed Vector Search Engine

ngt anng vald cloud golang vector kubernetes cloud-native image-search microservices high-performance similarity-search distributed-systems image-search-engine vector-search-engine high-dimensional-data nearest-neighbor-search approximate-nearest-neighbor-search

Created 2019-07-07

2,111 commits to main branch, last one a day ago

pgvecto.rs tensorchord

57

1.5k

apache-2.0

12

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

gpt llm rust faiss vector chatgpt postgres hacktoberfest vector-database nearest-neighbor-search

Created 2023-04-15

231 commits to main branch, last one 4 days ago

awesome-vector-search currentslab

92

1.3k

mit

35

Collections of vector search related libraries, service and research papers

vector awesome knn-search awesome-list search-engine vector-search machine-learning similarity-search vector-search-engine nearest-neighbor-search

Created 2021-04-09

94 commits to main branch, last one 4 months ago

NGT yahoojapan

110

1.2k

apache-2.0

37

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

knn-search nearest-neighbors k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search

Created 2016-09-01

189 commits to main branch, last one 19 days ago

voyager spotify

48

1.2k

apache-2.0

12

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

hnsw java python hnswlib machine-learning nearest-neighbor-search

Created 2023-04-13

79 commits to main branch, last one about a month ago

FALCONN FALCONN-LIB

190

1.1k

mit

46

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

lsh falconn sketches fast-lookups cosine-similarity nearest-neighbor-search locality-sensitive-hashing

Created 2015-12-03

352 commits to master branch, last one 5 years ago

similarity tensorflow

106

1k

apache-2.0

30

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

knn python simclr simclr2 simsiam clustering tensorflow barlow-twins deep-learning metric-learning machine-learning cosine-similarity nearest-neighbors similarity-search similarity-learning contrastive-learning unsupervised-learning nearest-neighbor-search

Created 2020-06-15

850 commits to master branch, last one 7 months ago

soundfingerprinting AddictedCS

187

915

mit

73

Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.

audio shazam c-sharp algorithm recognition fingerprints audio-processing acoustic-fingerprints nearest-neighbor-search locality-sensitive-hashing

Created 2011-11-17

2,063 commits to develop branch, last one 14 days ago

pynndescent lmcinnes

104

853

bsd-2-clause

14

A Python nearest neighbor descent for approximate nearest neighbors

knn-graphs nearest-neighbor-search approximate-nearest-neighbor-search

Created 2018-02-07

674 commits to master branch, last one 16 days ago

voy tantaraio

27

747

apache-2.0

13

🕸️🦀 A WASM vector similarity search written in Rust

rust wasm k-d-tree wasm-pack webassembly vector-search similarity-search nearest-neighbor-search

Created 2023-01-27

88 commits to main branch, last one 8 months ago

lantern lanterndata

53

671

other

6

PostgreSQL vector database extension for building AI applications

ai ann knn hnsw mlops search vector database postgres embeddings postgresql open-source ycombinator data-science image-search neural-search machine-learning nearest-neighbor-search approximate-nearest-neighbor-search

Created 2023-07-11

411 commits to main branch, last one 17 days ago

quaterion qdrant

44

627

apache-2.0

10

Blazing fast framework for fine-tuning similarity learning models

knn python pytorch deep-learning metric-learning machine-learning cosine-similarity pytorch-lightning similarity-search similarity-learning contrastive-learning nearest-neighbor-search

Created 2021-08-31

221 commits to master branch, last one 5 months ago