AI on Postgres: pgvector, RAG & Vectors
simplyblockNovember 26, 202500:01:23

AI on Postgres: pgvector, RAG & Vectors

🧠 Your AI Backend Is Already Here: It’s Postgres 🧠

Everyone is building complex AI stacks with new tools for vector search, retrieval, and pipelines.
But in many cases, you already have the perfect AI backend in production today: PostgreSQL.

In This Video, You’ll Learn:
✅ Why Postgres + pgvector is a powerful AI backend
✅ How to store embeddings, metadata, and chunk references directly in Postgres
✅ How to build RAG pipelines with a single database and simple queries
✅ How table partitioning and parallel query keep performance predictable at scale
✅ How Vela turns Postgres into a scalable platform for AI agents and vector workloads

âš¡ Use the Postgres you already trust. Add Vela to branch databases instantly, scale storage, and ship AI features faster.

🔗 Learn More: https://vela.simplyblock.io

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