You Don't Need a Vector Database

Stop over-engineering your AI pipelines with expensive dedicated vector search engines.

Splitting your system across relational and specialized vector databases invites complex synchronization problems, latency, and phantom vectors.

Use PostgreSQL with pgvector or Azure Cosmos DB for natively distributed NoSQL vector indexing.