LanceDB

LanceDB is an embedded, open-source vector database built on the Lance columnar format for fast similarity search over large multimodal datasets, with disk-based storage that keeps costs down and native integration with Python ML libraries. Developers use it when they want a vector database that runs embedded in their app rather than a separate service to manage.