similarity-search · GitHub Topics

#搜索#高性能、可扩展的向量搜索引擎

神经网络搜索引擎 knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database 机器学习 search ai-search ai-search-engine

Rust 24.15 k

10 小时前

typesense / typesense

#搜索#Typesense 是一个快速、容错的搜索引擎，用于构建令人愉快的搜索体验。

C++ 23.23 k

2 天前

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。

Go 13.64 k

11 小时前

zilliztech / GPTCache

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

聊天机器人 ChatGPT ChatGPT API 大语言模型 milvus similarity-search vector-search aigc openai memcache gpt langchain autogpt Redis babyagi llama-index llama dolly semantic-search

Python 7.59 k

9 个月前

paradedb / paradedb

ParadeDB is a modern Elasticsearch alternative built on Postgres. Built for real-time, update-heavy workloads.

elasticsearch sparse-vector hybrid-search 数据库 bm25 full-text-search analytics olap htap big-data SQL real-time-analytics aggregations object-storage similarity-search PostgreSQL

Rust 7.17 k

3 天前

lancedb / lancedb

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

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system 搜索引擎 semantic-search similarity-search vector-database

Rust 6.64 k

2 天前

GerevAI / gerev

#搜索#🧠 AI-powered enterprise search engine 🔎

人工智能搜索引擎 workplace-search enterprise-search ChatGPT semantic-search-engine similarity-search confluence 机器学习 vector-search llama-index Support sysadmin

Python 2.79 k

1 年前

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 🔍

kann vector-search approximate-nearest-neighbor-search simd search similarity-search 数据库 faiss 搜索引擎 WebAssembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search

C++ 2.79 k

3 天前

hora-search / hora

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

搜索引擎 Rust approximate-nearest-neighbor-search 人工智能 recommender-system image-search vector-search 算法数据结构 simd hnsw similarity-search 神经网络 high-performance 机器学习 k-nearest-neighbors numeric

Rust 2.65 k

1 年前

sherlockchou86 / VideoPipe

#人脸识别#A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

cv 深度学习 object-detection OpenCV gstreamer video-analysis video-processing 人工智能 behaviour-analysis similarity-search deepstream face-recognition feature-extraction image-classification image-enhancement image-segmentation license-plate-recognition reid

C++ 1.71 k

1 个月前

vdaas / vald

Vald. A Highly Scalable Distributed Vector Search Engine

vald approximate-nearest-neighbor-search Kubernetes distributed-systems nearest-neighbor-search vector-search-engine similarity-search image-search image-search-engine vector 微服务 Go cloud cloud-native high-performance Hacktoberfest

Go 1.61 k

1 天前

datastax / jvector

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

ann Java knn 机器学习搜索引擎 similarity-search vector-search

Java 1.6 k

3 天前

currentslab / awesome-vector-search

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

Awesome Lists vector similarity-search vector-search-engine nearest-neighbor-search vector-search knn-search 机器学习搜索引擎

1.5 k

10 个月前

chonkie-inc / chonkie

🦛 CHONK your texts with Chonkie ✨ — The no-nonsense RAG chunking library

rag retrieval-systems similarity-search 人工智能大语言模型

Python 1.45 k

2 天前

ashvardanian / SimSIMD

#向量搜索引擎#Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & S...