Qdrant is a powerful open-source vector database and vector search engine developed in Rust. It enables users to perform rapid and scalable vector similarity searches with ease through a convenient API that adheres to the OpenAPI v3 specification. Utilizing a customized version of the HNSW algorithm, Qdrant ensures fast and accurate search results while offering filterable output based on various payload values. The platform supports rich data types, diverse query conditions, and is designed with a distributed architecture to efficiently utilize computational resources, making it ideal for modern AI applications.