RAG Architecture | Scalable Architecture for LLMs

Tech Primers Guide 2 years ago

Description

This video covers how to create a scalable architecture for LLMs using RAG (Retrieval Augmented Generation)

📌 Related Links
================
🔗 AI Primer Playlist - https://www.youtube.com/playlist?list=PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ

⏱ Chapter Timestamps
====================
00:00 - Intro
00:05 - Agenda
00:36 - What is RAG?
02:12 - RAG Architecture
06:20 - Types of RAG Architectures
06:27 - Case Study: RAG in Document Search
08:27 - Case Study: RAG in AI Assistant for Chat Support (Food Delivery)
11:15 - Pros and Cons of RAG
12:44 - Trivia Question!
13:28 - Summary

Join this channel by contributing to the community:
https://www.youtube.com/channel/UCB12jjYsYv-eipCvBDcMbXw/join

📌 Related Playlist
================
🔗 AI Primer Playlist - https://www.youtube.com/playlist?list=PLTyWtrsGknYfQqy5jsz-QAQfEzShaXQkJ
🔗Spring Boot Primer - https://www.youtube.com/playlist?list=PLTyWtrsGknYegrUmDZB6rcqMotOFZKvbn
🔗Spring Cloud Primer - https://www.youtube.com/playlist?list=PLTyWtrsGknYeOJHtd3Ll93GRf28hrjlHV
🔗Spring Microservices Primer - https://www.youtube.com/playlist?list=PLTyWtrsGknYdZlO7LAZFEElWkEk59Y2ak
🔗Spring JPA Primer - https://www.youtube.com/playlist?list=PLTyWtrsGknYdt079e1pyvpgLrJ48RQ1LK
🔗Java 8 Streams - https://www.youtube.com/playlist?list=PLTyWtrsGknYdqY_7lwcbJ1z4bvc5yEEZl
🔗Spring Security Primer - https://www.youtube.com/playlist?list=PLTyWtrsGknYe0Sba9o-JRtnRlkl4gXMQl

💪 Join TechPrimers Slack Community: https://bit.ly/JoinTechPrimers
📟 Telegram: https://t.me/TechPrimers
🧮 TechPrimer HindSight (Blog): https://medium.com/TechPrimers
☁️ Website: http://techprimers.com
💪 Slack Community: https://techprimers.slack.com
🐦 Twitter: https://twitter.com/TechPrimers
📱 Facebook: http://fb.me/TechPrimers
💻 GitHub: https://github.com/TechPrimers or https://techprimers.github.io/

🎬 Video Editing: FCP

---------------------------------------------------------------
🔥 Disclaimer/Policy:
The content/views/opinions posted here are solely mine and the code samples created by me are open sourced.
You are free to use the code samples in Github after forking and you can modify it for your own use.
All the videos posted here are copyrighted. You cannot re-distribute videos on this channel in other channels or platforms.
#RAG #AIPrimer #Scale