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集合主题趋势排行榜
#

hnsw

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
8 小时前
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
10 小时前
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
11 小时前
marqo-ai/marqo
https://static.github-zh.com/github_avatars/marqo-ai?size=40
marqo-ai / marqo

#搜索#Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

深度学习information-retrieval机器学习vector-searchtensor-searchclipmulti-modal搜索引擎transformersvision-languagesemantic-searchvisual-search自然语言处理hnswknnHacktoberfestChatGPTgptlarge-language-models
Python 4.89 k
6 小时前
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
6 小时前
https://static.github-zh.com/github_avatars/ekzhu?size=40
ekzhu / datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

Pythonhyperlogloglshsearchlocality-sensitive-hashinghnsw
Python 2.72 k
1 年前
hora-search/hora
https://static.github-zh.com/github_avatars/hora-search?size=40
hora-search / hora

#搜索#🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

搜索引擎Rustapproximate-nearest-neighbor-search人工智能recommender-systemimage-searchvector-search算法数据结构simdhnswsimilarity-search神经网络high-performance机器学习k-nearest-neighborsnumeric
Rust 2.65 k
1 年前
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
https://static.github-zh.com/github_avatars/lanterndata?size=40
lanterndata / lantern

#计算机科学#PostgreSQL vector database extension for building AI applications

人工智能vector数据库PostgreSQLembeddings机器学习Open Source数据科学ycombinatorannapproximate-nearest-neighbor-searchnearest-neighbor-searchhnswimage-searchknnmlopsneural-searchsearch
Rust 849
6 个月前
https://static.github-zh.com/github_avatars/ChunelFeng?size=40
ChunelFeng / caiss

#搜索#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 !

faissann人工智能similarity-searchhnsw自然语言处理聊天机器人搜索引擎深度学习
C++ 541
3 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / rag-time

#大语言模型#RAG Time: A 5-week Learning Journey to Mastering RAG

人工智能gpthybrid-searchlanguage-modelopenairagvector-searchhnswindexing大语言模型multimodalresponsible-airetrieval-augmented-generationAzureVisual Studio Codegenerative-ai
Jupyter Notebook 451
17 天前
https://static.github-zh.com/github_avatars/zilliztech?size=40
zilliztech / feder

Visualize hnsw, faiss and other anns index

faissmilvushnsw可视化
Jupyter Notebook 442
2 年前
https://static.github-zh.com/github_avatars/djc?size=40
djc / instant-distance

Fast approximate nearest neighbor searching in Rust, based on HNSW index

Rustapproximate-nearest-neighbor-searchhnsw
Rust 327
1 个月前
https://static.github-zh.com/github_avatars/granne?size=40
granne / granne

Graph-based Approximate Nearest Neighbor Search

Rustapproximate-nearest-neighbor-searchhnsw
Rust 318
1 年前
https://static.github-zh.com/github_avatars/1yefuwang1?size=40
1yefuwang1 / vectorlite

Fast, SQL powered, in-process vector search for any language with an SQLite driver

hnswsqlite3vector-databaseC++Python
C++ 307
7 个月前
https://static.github-zh.com/github_avatars/MinishLab?size=40
MinishLab / vicinity

Lightweight Nearest Neighbors with Flexible Backends

embeddingsvector-database人工智能Pythonfaisshnswhnswlib
Python 289
15 天前
https://static.github-zh.com/github_avatars/wizenheimer?size=40
wizenheimer / tinkerbird

Client Side Vector Database

ChromehnswindexeddbTypeScriptvector-database
TypeScript 271
1 年前
https://static.github-zh.com/github_avatars/zilliztech?size=40
zilliztech / knowhere

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

faissgpuhnswnearest-neighbor-searchsearchvectorvector-database
C++ 246
3 天前
https://static.github-zh.com/github_avatars/jina-ai?size=40
jina-ai / annlite

#向量搜索引擎#⚡ A fast embedded library for approximate nearest neighbor search

information-retrievalapproximate-nearest-neighbor-searchhnswneural-searchcythonimage-searchvector-search
Python 230
2 年前
https://static.github-zh.com/github_avatars/sjy-dv?size=40
sjy-dv / coltt

#向量搜索引擎#Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

bitmapcosine-similarity数据库distributed-databasedistributed-systemshnswhybrid-searchkey-valuekvsemantic-searchvector-databasevector-search
Go 184
3 个月前
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