nearest-neighbor-search

#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

#搜索#高性能、可扩展的向量搜索引擎

pgvector 是一个Postgres的向量相似搜索插件

#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。

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。

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

#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,...

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

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

#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.

#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 🔍

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

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

📝Awesome and classical image retrieval papers

Vald. A Highly Scalable Distributed Vector Search Engine

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

#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.

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

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

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