Building a RAG application with GitHub Models and Postgres FROM SCRATCH

Published: 04 September 2024
on channel: Visual Studio Code

8,463

198

Retrieval Augmented Generation (RAG) is a powerful technique to make your AI models even smarter - but how can you leverage it in your own applications? In this video, Pamela Fox breaks down the basics of RAG and shows you how to build your very own RAG app from scratch.

🔎 Chapters:
00:00 Welcome
00:20 Building a RAG application with a PostgreSQL database
01:12 How Retrieval Augmented Generation (RAG) works
03:49 Demo
01:15:54 In summary
01:18:18 Wrap

Resources:
Code: https://github.com/pamelafox/pgvector...
https://github.com/pamelafox/pgvector...

Featuring: Burke Holland (@burkeholland), Pamela Fox (@pamelafox)

#vscode #visualstudiocode #code

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