High-performance vector database and similarity search
Qdrant is a vector similarity search engine and vector database designed for high-performance and high-load production environments. It provides a production-ready service with a convenient API to store, search, and manage points (vectors) with an additional payload. Qdrant is optimized for speed and memory efficiency, making it suitable for real-time recommendation systems, image search, and semantic matching at scale.