Unlocking RAG: How Retrieval-Augmented Generation Boosts AI Performance π
Discover how Retrieval-Augmented Generation (RAG) combines retrieval and generation to create smarter AI systems. Explore the process step-by-step with our detailed notebook and chapters!

Adam Lucek
2.8K views β’ Jul 18, 2025

About this video
Retrieve, augment, generate... how hard could it be?
Resources:
Notebook - https://github.com/ALucek/RAG-Overview
Chapters:
00:00 - What does RAG do?
05:26 - Data Processing
10:26 - Chunking
15:00 - Embedding
22:08 - Similarity Retrieval
27:49 - Retrieval Augmented Generation
#ai #datascience #coding
Resources:
Notebook - https://github.com/ALucek/RAG-Overview
Chapters:
00:00 - What does RAG do?
05:26 - Data Processing
10:26 - Chunking
15:00 - Embedding
22:08 - Similarity Retrieval
27:49 - Retrieval Augmented Generation
#ai #datascience #coding
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Video Information
Views
2.8K
Likes
143
Duration
29:58
Published
Jul 18, 2025
User Reviews
4.5
(2)