Do You Need a Vector Database? Postgres vs Dedicated in 2026

· Aleksei Aleinikov · Aug. 28, 2026, 12:18 p.m.
Summary
This blog post discusses whether teams requiring semantic search need a dedicated vector database, focusing on pgvector's capabilities and comparing it to dedicated solutions. It provides a practical guide to understanding what users gain when choosing between these options in 2026.