Build high-performance RAG using just PostgreSQL (Full Tutorial)

Want to get started with freelancing? Let me help: https://www.datalumina.com/data-freelancer Need help with a project? Work with me: https://www.datalumina.com/solutions ? GitHub Repositories https://github.com/daveebbelaar/pgvectorscale-rag-solution/tree/setup https://github.com/timescale/pgvectorscale ? Try pgai on Timescale free for 30 days https://tsdb.co/dave-signup/? ⏱️ Timestamps 00:00 Introduction 02:10 Why PostrgeSQL + Pgvectorscale? 06:04 Set up Docker environment 10:23 Vectorizing and inserting the data 20:02 Perform vector and filtered search ?? About Me Hi! I'm Dave, a Data Scientist turned AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials to help you become better at building data + AI applications. If you want to know how I help data professionals beyond these videos, then check out the links on my channel. #rag #timescale #pgvectorscale