Production RAG at Scale with Azure Database for PostgreSQL | POSETTE: An Event for Postgres 2026
Serenity Star runs production RAG for AI agents at scale on Azure Database for PostgreSQL.
“It is a live product with thousands of agents and millions of executions, and we use Azure Database for PostgreSQL for our RAG implementation.”
Serenity Star's VP of Product and architect detail how they implemented production-scale retrieval augmented generation for AI agents using Azure Database for PostgreSQL, covering their scan-chunk-embed-store pipeline and versioning challenges. It's a practical engineering case study on operating RAG with pgvector at scale, useful for practitioners but not a major industry-shaping announcement.