Qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Rust 32.4k 2.4k

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Python 3k 207

Python client for Qdrant vector search engine

Python 1.3k 234

JavaScript/Typescript SDK for Qdrant Vector Database

TypeScript 455 41

Framework for benchmarking vector search engines

Python 367 146

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

Python 169 18