72 results found Sort:

milvus-io
milvus milvus-io
3.1k
33.9k
apache-2.0
302
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
llm rag anns hnsw faiss golang diskann distributed cloud-native image-search vector-store vector-search embedding-store vector-database vector-similarity embedding-database embedding-similarity nearest-neighbor-search
Created 2019-09-16
22,099 commits to master branch, last one 5 hours ago
qdrant
qdrant qdrant
1.6k
22.9k
apache-2.0
131
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 ai-search image-search knn-algorithm neural-search search-engine vector-search neural-network search-engines vector-database ai-search-engine machine-learning similarity-search recommender-system vector-search-engine embeddings-similarity nearest-neighbor-search
Created 2020-05-30
4,120 commits to master branch, last one 4 days ago
pgvector
pgvector pgvector
726
15.0k
other
109
Open-source vector similarity search for Postgres
nearest-neighbor-search approximate-nearest-neighbor-search
Created 2021-04-20
1,678 commits to master branch, last one 9 days ago
spotify
annoy spotify
1.2k
13.6k
apache-2.0
315
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 8 months ago
weaviate
weaviate weaviate
914
13.0k
bsd-3-clause
129
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
17,993 commits to main branch, last one 13 hours ago
haifengl
smile haifengl
1.1k
6.2k
other
266
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
4,683 commits to master branch, last one 23 days ago
lancedb
lancedb lancedb
434
6.0k
apache-2.0
32
Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.
image-search search-engine semantic-search vector-database similarity-search recommender-system nearest-neighbor-search approximate-nearest-neighbor-search
Created 2023-02-28
1,754 commits to main branch, last one 5 hours ago
MariaDB
server MariaDB
1.8k
6.0k
gpl-2.0
271
MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable,...
sql json mysql rdbms galera innodb mariadb database storage-engine fulltext-search vector-database amazon-web-services relational-databases nearest-neighbor-search geographical-information-system
Created 2014-05-15
202,808 commits to main branch, last one 9 days ago
mlpack
mlpack mlpack
1.7k
5.3k
other
185
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
30,618 commits to master branch, last one a day ago
infiniflow
infinity infiniflow
329
3.4k
apache-2.0
41
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
2,547 commits to main branch, last one 3 days ago
docarray
docarray docarray
233
3.0k
apache-2.0
45
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
1,467 commits to main branch, last one 14 days ago
unum-cloud
usearch unum-cloud
172
2.6k
apache-2.0
34
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
1,974 commits to main branch, last one about a month ago
tensorchord
pgvecto.rs tensorchord
75
2.0k
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
316 commits to main branch, last one about a month ago
willard-yuan
awesome-cbir-papers willard-yuan
291
1.8k
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
81
1.6k
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
2,252 commits to main branch, last one 23 hours ago
currentslab
awesome-vector-search currentslab
100
1.5k
mit
32
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 about a year ago
spotify
voyager spotify
69
1.4k
apache-2.0
11
🛰️ 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
112 commits to main branch, last one 10 days ago
yahoojapan
NGT yahoojapan
120
1.3k
apache-2.0
35
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
222 commits to main branch, last one 11 days ago
FALCONN-LIB
FALCONN FALCONN-LIB
194
1.2k
mit
45
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
106
1.0k
apache-2.0
27
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
193
974
mit
71
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
2,083 commits to develop branch, last one about a month ago
tantaraio
voy tantaraio
35
940
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
lmcinnes
pynndescent lmcinnes
107
919
bsd-2-clause
13
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 4 months ago
lanterndata
lantern lanterndata
61
838
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 3 months ago
qdrant
quaterion qdrant
45
658
apache-2.0
9
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 about a year ago
ankane
neighbor ankane
15
658
mit
13
Nearest neighbor search for Rails
nearest-neighbor-search
Created 2021-02-16
354 commits to master branch, last one about a month ago
matsui528
faiss_tips matsui528
47
616
mit
9
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
kakao
n2 kakao
69
576
apache-2.0
38
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
alexklibisz
elastiknn alexklibisz
49
379
apache-2.0
7
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
815 commits to main branch, last one 22 days ago
Aquila-Network
aquila Aquila-Network
25
377
unknown
20
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 about a year ago