Percona has announced the general availability of Percona Search for MongoDB, an offering that allows organizations to run full-text, vector, and hybrid search within their own infrastructure. It combines local-first automatic embedding generation with operator-based deployment, letting teams bring search into production environments on their own terms.
Built on MongoDB’s vector, full-text, and hybrid search engine, mongot, and integrated with Percona Server for MongoDB (PSMDB), Percona Search for MongoDB works with the Percona Operator. Support for Percona Backup for MongoDB (PBM) and Percona Monitoring and Management (PMM) is on the road map, so organizations will be able to manage the search layer with the same tools they already use for their database. Percona Search for MongoDB is designed for teams running self-managed MongoDB environments, especially for organizations with strict data-residency requirements, as well as existing Percona users adding search to production applications.
Key features of Percona Search for MongoDB include local embeddings without per-token service charges, no embedding model vendor lock-in, support for air-gapped environments, operator-managed deployment and scaling, and enterprise security included.
Percona Search for MongoDB is source-available and free to use, with no paid edition, deployment limits, or license-gated features.
For more information, go to percona.com.