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AI on Postgres: pgvector, RAG & Vectors

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Nov 26, 2025
1:23

🧠 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 ⚡ 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 #vela #postgresql #ai #pgvector #rag #vectorsearch #database #softwareengineering #backend

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AI on Postgres: pgvector, RAG & Vectors | NatokHD