63 results found Sort:

milvus-io
milvus milvus-io
3.0k
31.4k
apache-2.0
285
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
21,496 commits to master branch, last one 23 hours ago
qdrant
qdrant qdrant
1.4k
21.0k
apache-2.0
128
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
hnsw mlops search matching image-search hacktoberfest knn-algorithm neural-search search-engine vector-search neural-network search-engines vector-database machine-learning similarity-search recommender-system vector-search-engine embeddings-similarity nearest-neighbor-search approximate-nearest-neighbor-search
Created 2020-05-30
3,653 commits to master branch, last one 12 days ago
spotify
annoy spotify
1.2k
13.3k
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
894 commits to main branch, last one 4 months ago
pgvector
pgvector pgvector
611
13.1k
other
102
Open-source vector similarity search for Postgres
nearest-neighbor-search approximate-nearest-neighbor-search
Created 2021-04-20
1,660 commits to master branch, last one 11 days ago
weaviate
weaviate weaviate
823
11.8k
bsd-3-clause
125
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...
grpc hnsw mlops vectors weaviate image-search hybrid-search neural-search search-engine vector-search semantic-search vector-database generative-search similarity-search recommender-system vector-search-engine information-retrieval semantic-search-engine nearest-neighbor-search approximate-nearest-neighbor-search
Created 2016-03-30
15,855 commits to main branch, last one 20 hours ago
haifengl
smile haifengl
1.1k
6.1k
other
268
Statistical Machine Intelligence & Learning Engine
llm nlp wavelet dataframe clustering regression statistics data-science deep-learning interpolation visualization classification linear-algebra computer-vision machine-learning genetic-algorithm manifold-learning computer-algebra-system nearest-neighbor-search multidimensional-scaling
Created 2014-11-20
4,184 commits to master branch, last one a day ago
mlpack
mlpack mlpack
1.6k
5.2k
other
187
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
30,569 commits to master branch, last one 21 hours ago
lancedb
lancedb lancedb
351
5.0k
apache-2.0
32
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
1,450 commits to main branch, last one a day ago
docarray
docarray docarray
232
3.0k
apache-2.0
46
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
1,462 commits to main branch, last one 2 months ago
infiniflow
infinity infiniflow
279
2.8k
apache-2.0
33
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text
rag bm25 hnsw cpp20 vector ai-native embedding cpp20-modules hybrid-search search-engine vector-search vectordatabase tensor-database vector-database full-text-search information-retrival nearest-neighbor-search approximate-nearest-neighbor-search
Created 2022-07-18
2,450 commits to main branch, last one a day ago
unum-cloud
usearch unum-cloud
150
2.3k
apache-2.0
29
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
1,961 commits to main branch, last one 7 days ago
tensorchord
pgvecto.rs tensorchord
73
1.8k
apache-2.0
19
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
309 commits to main branch, last one about a month ago
willard-yuan
awesome-cbir-papers willard-yuan
292
1.7k
unknown
97
📝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 about a year ago
vdaas
vald vdaas
77
1.5k
apache-2.0
19
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
2,208 commits to main branch, last one 4 days ago
currentslab
awesome-vector-search currentslab
97
1.4k
mit
33
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 11 months ago
spotify
voyager spotify
58
1.3k
apache-2.0
13
🛰️ 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
105 commits to main branch, last one 2 days ago
yahoojapan
NGT yahoojapan
116
1.3k
apache-2.0
38
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
210 commits to main branch, last one 4 days ago
FALCONN-LIB
FALCONN FALCONN-LIB
195
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 6 years ago
tensorflow
similarity tensorflow
105
1.0k
apache-2.0
29
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 about a year ago
AddictedCS
soundfingerprinting AddictedCS
189
958
mit
72
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
2,081 commits to develop branch, last one 2 days ago
lmcinnes
pynndescent lmcinnes
106
906
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
681 commits to master branch, last one about a month ago
tantaraio
voy tantaraio
32
896
apache-2.0
14
🕸️🦀 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 about a year ago
lanterndata
lantern lanterndata
58
805
agpl-3.0
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
872 commits to main branch, last one 9 days ago
qdrant
quaterion qdrant
45
645
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 11 months ago
matsui528
faiss_tips matsui528
46
607
mit
10
Some useful tips for faiss
faiss product-quantization nearest-neighbor-search approximate-nearest-neighbor-search
Created 2018-07-14
53 commits to main branch, last one about a year ago
ankane
neighbor ankane
14
601
mit
14
Nearest neighbor search for Rails
nearest-neighbor-search
Created 2021-02-16
345 commits to master branch, last one 17 days ago
kakao
n2 kakao
69
568
apache-2.0
39
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
go ml knn python approximate machine-learning k-nearest-neighbors nearest-neighbor-search approximate-nearest-neighbor-search
Created 2017-11-23
266 commits to dev branch, last one about a year ago
Aquila-Network
aquila Aquila-Network
25
377
unknown
21
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
faiss aquila embedding retrieval knn-search image-search video-search neural-search search-engine feature-vectors vector-database similarity-search similarity-searches information-retrieval nearest-neighbor-search information-retrieval-engine neural-information-retrieval approximate-nearest-neighbor-search
Created 2019-04-19
499 commits to main branch, last one 10 months ago
alexklibisz
elastiknn alexklibisz
49
376
apache-2.0
9
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
lucene embeddings elasticsearch neural-search semantic-search similarity-search elasticsearch-plugin nearest-neighbor-search locality-sensitive-hashing
Created 2019-10-29
799 commits to main branch, last one 13 days ago
matsui528
nanopq matsui528
43
331
mit
4
Pure python implementation of product quantization for nearest neighbor search
data-compression product-quantization nearest-neighbor-search approximate-nearest-neighbor-search
Created 2018-07-18
151 commits to main branch, last one about a year ago