Qdrant is an open-source and fully managed high-performance, massive-scale Vector Database for the next AI generation. The vector search engine provides a production-ready service with a convenient API to store, search, and manage vectors with an additional payload. Qdrant is tailored to extended filtering support on additional metadata fields, which can be stored as payload along with vector embeddings. With Qdrant, embeddings and neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and many more solutions to make the most of unstructured data. It is easy to use, deploy, and scale, blazing fast and accurate simultaneously.