The open way of Percona Search for MongoDB

Percona has launched a Technical Preview (version 1.70.3-1) of Percona Search for MongoDB, a downstream distribution of mongot — the same search engine powering MongoDB Atlas Search. It enables full-text and vector search for self-managed MongoDB deployments without vendor lock-in. Key gaps Percona plans to address include: expanding automatic embedding support beyond Voyage AI to any OpenAI-compatible API and eventually 25,000+ open-weight models; bringing the $rerank stage (currently Atlas-only) to self-managed deployments starting with BAAI/bge-reranker-large; adding contextual chunking and multimodal pipeline support; automating search-index backups via Percona Backup for MongoDB; and shipping turnkey monitoring dashboards and alert rules via Percona Monitoring and Management. The release requires Percona Server for MongoDB 8.3 and is not yet production-ready.

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