Simplest RAG Explanation with Working Code! Beginner Friendly Step-by-Step Example

Описание: Code is available here - https://colab.research.google.com/dri...

𝐍𝐨𝐭𝐞𝐬 𝐚𝐫𝐞 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐡𝐞𝐫𝐞 𝐟𝐨𝐫 𝐅𝐫𝐞𝐞 - https://register.educosys.com/new-cou...

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Timestamps-
0:00 - Coming Up
0:25 - Problem Statement
0:55 - Cons of Fine Tuning
1:38 - Concept of RAG
3:25 - Educosys GenAI Course
4:44 - Example Overview
5:58 - Installation and Setup
7:38 - Web Scraping Educosys
9:44 - Splitting Docs
15:24 - Add Docs to VectorDB
18:24 - RAG Pipeline Retrieval
18:55 - Augmentation
21:25 - RAG Chain Code
26:02 - Revision
27:48 - Test RAG Chain
29:50 - Print Prompt in RAG Chain
33:29 - Thank You!


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