Qdrant (pronounced: quadrant) is a vector similarity search engine and vector database offering a production-ready service with an easy-to-use API for storing, searching, and managing vectors along with additional payload data. It provides extended filtering support, making it suitable for neural-network or semantic-based matching, faceted search, and other applications.