You Don't Need a Vector Database

Stop over-engineering your RAG pipeline. Here is why you should use your existing operational database.

Splitting data across a relational DB and a vector DB introduces complex event pipelines, phantom vectors, and high technical debt.

Enable pgvector on PostgreSQL to combine semantic similarity with operational SQL filters in a single ACID-compliant transaction.