Qdrant

Qdrant provides a high-performance vector database and search engine built in Rust, designed for production-grade AI applications such as RAG, recommendation systems, and AI agents. The platform supports hybrid search, advanced metadata filtering, and multivector retrieval with deployment options across managed cloud, on-premise, and edge environments. It serves developers and enterprises in sectors including e-commerce, legal tech, healthcare, and HR tech by enabling real-time similarity search at scale.