vector-search · GitHub Topics | GitHub 中文社区

#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

anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store

Go30.88 k

6 小时前

qdrant

@qdrant

#搜索# 高性能、可扩展的向量搜索引擎

neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search

Rust20.68 k

1 小时前

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。

search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

Go11.57 k

1 小时前

txtai

@neuml

#自然语言处理# All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

Python9.46 k

2 小时前

GPTCache

@zilliztech

#大语言模型# Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

chatbot chatgpt chatgpt-api llm milvus similarity-search vector-search aigc openai memcache

Python7.15 k

2 个月前

Resume-Matcher

@srbhr

#自然语言处理# Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

Python5.05 k

20 天前

SPTAG

Microsoft@microsoft

#向量搜索引擎# 分布式近似最近邻搜索（ANN）库，为大规模向量搜索场景提供高质量的向量索引构建、搜索和分布式在线服务工具包。

space-partition-tree neighborhood-graph vector-search fresh-update distributed-serving

C++4.83 k

3 个月前

marqo

@marqo-ai

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

deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language

Python4.63 k

8 天前

prompttools

@hegelai

#计算机科学# Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning large-language-models machine-learning prompt-engineering python embeddings llms vector-search developer-tools

Python2.72 k

3 个月前

infinity

@infiniflow

#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-native nearest-neighbor-search rag vector-search information-retrival bm25 embedding full-text-search search-engine cpp20-modules

C++2.67 k

15 小时前

hora

@hora-search

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

翻译 - 🚀 用 Rust 编写的高效近似最近邻搜索算法集合库 🦀 。

search-engine rust approximate-nearest-neighbor-search artificial-intelligence recommender-system image-search vector-search algorithm data-structures simd

Rust2.59 k

10 个月前

core

@cheshire-cat-ai

#大语言模型# Production ready AI agent framework

ai chatbot docker hacktoberfest llm plugin assistant vector-search

Python2.38 k

3 天前

usearch

@unum-cloud

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

kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly

C++2.23 k

18 天前

nextjs-openai-doc-search

@supabase-community

#大语言模型# Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.

ai chatgpt nextjs openai postgres supabase template vector-search

TypeScript1.59 k

3 个月前

jvector

@jbellis

#搜索# JVector: the most advanced embedded vector search engine

ann java knn machine-learning search-engine similarity-search vector-search

Java1.51 k

6 天前

langchainrb

@patterns-ai-core

#计算机科学# Build LLM-powered applications in Ruby

artificial-intelligence machine-learning ml rubyml vector-search agents ai-agents

Ruby1.41 k

10 天前

fastembed

@qdrant

#向量搜索引擎# Fast, Accurate, Lightweight Python library to make State of the Art Embedding

embeddings openai rag retrieval retrieval-augmented-generation vector-search

Python1.07 k

5 个月前

uform

@unum-cloud

#向量搜索引擎# Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

huggingface-transformers language-vision multimodal pytorch semantic-search transformer cross-attention vector-search bert neural-network

Python1.05 k

2 个月前