Unlocking RAG: How Retrieval-Augmented Generation Boosts AI Performance πŸ”

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!

Unlocking RAG: How Retrieval-Augmented Generation Boosts AI Performance πŸ”
Adam Lucek
2.8K views β€’ Jul 18, 2025
Unlocking RAG: How Retrieval-Augmented Generation Boosts AI Performance πŸ”

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

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Video Information

Views

2.8K

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Duration

29:58

Published

Jul 18, 2025

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