Selecting the right vector database determines the scalability and operating expenditure of your enterprise AI search stack. We analyze the trade-offs between dedicated vector stores and hybrid relational engines.

The Rise of pgvector

For organizations already running managed PostgreSQL on AWS RDS or GCP Cloud SQL, pgvector provides vector indexing using HNSW without adding another database system to manage.