Vector DB • Apache 2.0 • ⭐ 18,000 Stars

🗄️ Qdrant

Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI applications. Built in Rust.

What is Qdrant?

Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI applications. Built in Rust. It integrates seamlessly with modern development environments and acts as a central hub for vector db workflows.

Key Features

  • ✅ HNSW graph memory optimization
  • ✅ Payload-based filtering
  • ✅ Rust performance
  • ✅ Distributed architecture capabilities

Quick Install

docker run -p 6333:6333 -p 6334:6334 qdrant/qdrant

Alternatives