向量数据库

A fast, multi-threaded Redis® and Valkey alternative written in Rust: drop-in compatible, with full-text and vector search built in

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

cuVS - a library for vector search and clustering on the GPU

Embeddable, in-memory, document-oriented database with a high-level Query builder interface.

Learn vector search with Rust and DataFusion; the C++/BusTub track is deprecated.

The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.

Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.

✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.

JavaScript/Typescript SDK for Qdrant Vector Database

LightningRAG is a full-stack Vue + Gin starter with a decoupled frontend and backend, plus built-in, extensible RAG (retrieval-augmented generation): knowledge bases, vector search, and integrations with many LLM and vector-store providers

The codebase for the book "AI-Powered Search" (Manning Publications, 2025) and associated "AI-Powered Search: Modern Retrieval for Humans & Agents" Maven course

A curated list of awesome works related to high dimensional structure/vector search & database

Fast DuckDB-powered TypeScript library for tabular analysis, geospatial analysis, network graph analysis, vector similarity search, AI, Google Sheets, and data visualization.

No OTPs. No registers. No buddy punching. Just a selfie. ZepIris is Zepto's purpose-built face authentication platform - engineered for scale, tuned for budget phones.

Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java