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集合主题趋势排行榜
#

nearest-neighbor-search

Website
Wikipedia
milvus-io/milvus
https://static.github-zh.com/github_avatars/milvus-io?size=40
milvus-io / milvus

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

annsnearest-neighbor-searchfaissvector-searchimage-searchhnswvector-databaseembedding-databaseembedding-storevector-storevector-similarityembedding-similaritydistributedGo大语言模型cloud-nativediskannrag
Go 35.37 k
1 天前
qdrant/qdrant
https://static.github-zh.com/github_avatars/qdrant?size=40
qdrant / qdrant

#搜索#高性能、可扩展的向量搜索引擎

神经网络搜索引擎knn-algorithmhnswvector-searchnearest-neighbor-searchimage-searchembeddings-similarityrecommender-systemvector-search-enginemlopssearch-enginesneural-searchsimilarity-searchvector-database机器学习searchai-searchai-search-engine
Rust 24.15 k
17 小时前
https://static.github-zh.com/github_avatars/pgvector?size=40
pgvector / pgvector

pgvector 是一个Postgres的向量相似搜索插件

nearest-neighbor-searchapproximate-nearest-neighbor-search
C 16.08 k
11 天前
https://static.github-zh.com/github_avatars/spotify?size=40
spotify / annoy

一个近似最近邻(ANN) C++/Python库,针对内存使用以及磁盘加载/保存操作进行了优化。

C++Pythonnearest-neighbor-searchlocality-sensitive-hashingapproximate-nearest-neighbor-searchGoLua
C++ 13.8 k
1 年前
weaviate/weaviate
https://static.github-zh.com/github_avatars/weaviate?size=40
weaviate / weaviate

#搜索#Weaviate 是一个开源矢量数据库,它同时存储对象和矢量,允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合,所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

搜索引擎semantic-searchsemantic-search-enginevector-searchvector-search-enginevector-databaseapproximate-nearest-neighbor-searchimage-searchhnswinformation-retrievalmlopsnearest-neighbor-searchneural-searchrecommender-systemsimilarity-searchvectorsgenerative-searchhybrid-searchweaviategRPC
Go 13.64 k
4 小时前
https://static.github-zh.com/github_avatars/lancedb?size=40
lancedb / lancedb

#搜索#Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

approximate-nearest-neighbor-searchimage-searchnearest-neighbor-searchrecommender-system搜索引擎semantic-searchsimilarity-searchvector-database
Rust 6.64 k
2 天前
https://static.github-zh.com/github_avatars/haifengl?size=40
haifengl / smile

#自然语言处理#Statistical Machine Intelligence & Learning Engine

机器学习regressionclusteringmanifold-learning自然语言处理可视化classificationnearest-neighbor-searchinterpolationwaveletlinear-algebra深度学习统计dataframe数据科学genetic-algorithm大语言模型机器视觉
Java 6.19 k
8 天前
https://static.github-zh.com/github_avatars/MariaDB?size=40
MariaDB / server

#数据库#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,...

amazon-web-services数据库fulltext-searchJSONMariaDBMySQLrdbmsrelational-databasesSQLstorage-enginevector-databasegalerageographical-information-systeminnodbnearest-neighbor-search
C++ 6.1 k
3 天前
https://static.github-zh.com/github_avatars/mlpack?size=40
mlpack / mlpack

#计算机科学#mlpack: a fast, header-only C++ machine learning library

机器学习C++深度学习nearest-neighbor-searchregressionHacktoberfestscientific-computing
C++ 5.37 k
8 天前
https://static.github-zh.com/github_avatars/infiniflow?size=40
infiniflow / infinity

#搜索#The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

ai-nativenearest-neighbor-searchragvector-searchinformation-retrivalbm25embeddingfull-text-search搜索引擎cpp20-modulesapproximate-nearest-neighbor-searchvector-databasehybrid-searchhnswC++tensor-databasevectorvectordatabase
C++ 3.73 k
1 天前
docarray/docarray
https://static.github-zh.com/github_avatars/docarray?size=40
docarray / docarray

#计算机科学#Represent, send, store and search multimodal data

docarray数据结构multimodalcross-modalneural-search深度学习nested-dataqdrantweaviatenearest-neighbor-searchprotobufelasticsearchmulti-modalsemantic-search机器学习PyTorchFastAPIpydantic
Python 3.07 k
9 天前
unum-cloud/usearch
https://static.github-zh.com/github_avatars/unum-cloud?size=40
unum-cloud / usearch

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

kannvector-searchapproximate-nearest-neighbor-searchsimdsearchsimilarity-search数据库faiss搜索引擎WebAssemblyclusteringnearest-neighbor-searchrecommender-systemsemantic-searchfull-text-searchfuzzy-searchtext-searchimage-search
C++ 2.79 k
3 天前
https://static.github-zh.com/github_avatars/tensorchord?size=40
tensorchord / pgvecto.rs

#大语言模型#Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

大语言模型vectorvector-databasefaissnearest-neighbor-searchgptChatGPTHacktoberfestRustPostgreSQL
Rust 2.06 k
4 个月前
https://static.github-zh.com/github_avatars/willard-yuan?size=40
willard-yuan / awesome-cbir-papers

📝Awesome and classical image retrieval papers

cbirimage-retrievalvisual-searchnearest-neighbor-searchlocal-features
1.76 k
2 年前
vdaas/vald
https://static.github-zh.com/github_avatars/vdaas?size=40
vdaas / vald

Vald. A Highly Scalable Distributed Vector Search Engine

valdapproximate-nearest-neighbor-searchKubernetesdistributed-systemsnearest-neighbor-searchvector-search-enginesimilarity-searchimage-searchimage-search-enginevector微服务Gocloudcloud-nativehigh-performanceHacktoberfest
Go 1.61 k
1 天前
https://static.github-zh.com/github_avatars/currentslab?size=40
currentslab / awesome-vector-search

#搜索#Collections of vector search related libraries, service and research papers

Awesome Listsvectorsimilarity-searchvector-search-enginenearest-neighbor-searchvector-searchknn-search机器学习搜索引擎
1.5 k
10 个月前
https://static.github-zh.com/github_avatars/spotify?size=40
spotify / voyager

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

hnswhnswlibJava机器学习nearest-neighbor-searchPython
C++ 1.46 k
3 个月前
yahoojapan/NGT
https://static.github-zh.com/github_avatars/yahoojapan?size=40
yahoojapan / NGT

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

approximate-nearest-neighbor-searchk-nearest-neighborsknn-searchnearest-neighborsnearest-neighbor-search
C++ 1.31 k
7 天前
https://static.github-zh.com/github_avatars/FALCONN-LIB?size=40
FALCONN-LIB / FALCONN

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

nearest-neighbor-searchlshcosine-similaritylocality-sensitive-hashingsketches
C 1.15 k
1 年前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / similarity

#计算机科学#TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

similarity-learningmetric-learningsimilarity-searchnearest-neighbor-searchnearest-neighbors深度学习Tensorflowcontrastive-learning机器学习unsupervised-learningclusteringPythonsimclrsimsiamcosine-similarityknn
Python 1.02 k
1 年前
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