pgvector vs Pinecone vs Qdrant: When Is a Dedicated Vector Database Actually Worth It?

If you already run Postgres and your corpus is in the low millions of vectors, pgvector is usually the right first choice — one less system to operate, and your filters, joins, and transactions stay i...