Qdrant
Qdrant is a high-performance open-source vector database and similarity search engine written in Rust for maximum speed and efficiency. It excels at filtering, payload indexing, and quantization, enabling efficient search across massive vector datasets with complex metadata constraints. Qdrant offers both self-hosted and managed cloud options, with client libraries for Python, JavaScript, Rust, and Go, making it popular for production RAG and recommendation systems.