Products built with Qdrant

Qdrant is an open source vector database written in Rust. It stores embeddings and finds the closest matches quickly, with filtering on attached data, and you can host it yourself or use its cloud.

AI products use it for semantic search and for retrieval-augmented generation, finding relevant text to give a model. At smaller sizes, pgvector inside PostgreSQL may be enough, so you may not need a separate database right away.