Build RAGs with PostgreSQL - Beginner Tutorial

⚡️ I help B2B companies build scalable data & ML pipelines that run while they hire FT engineers Learn more → https://yomitech.io/?utm_medium=q2yMwi68iNQ Learn how to build a robust vector database using PostgreSQL with PG Vector, and seamlessly transition from local development to a production environment on AWS RDS. In this beginner-friendly tutorial, we'll guide you through setting up a local PostgreSQL database, connecting to it, and building a vector store for your documents. We'll also cover how to deploy this setup to AWS RDS for production use. What you'll learn: • Setting up PostgreSQL locally with Docker. • Building a vector store using PG Vector. • Transitioning your database to AWS RDS for production. • Using Python, LangChain, Pydentic AI, and more. Don't forget to subscribe for more insights on AI agents and database management! 🔗 Connect with me on LinkedIn: https://www.linkedin.com/in/jonathan-miz/ 👉🏼 Related videos https://youtu.be/RGEJhcWdXR4 https://youtu.be/78x1dB4poaE https://youtu.be/eIvhkcanK_4 👉🏼Chapters: 0:00 Introduction 1:10 Why use PostgreSQL 4:27 The build 13:04 Remote setup on AWS RDS #PostgreSQL #AWS #VectorDatabase #AI #PGVector #Docker