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Mastering Retrieval-Augmented Generation
Module 1
Introduction and Overview (1:34)
Introduction to RAG (3:56)
Quiz1
Module 2
Foundations of RAG (4:31)
What is Retrieval in RAG? (2:28)
What is Generation in RAG? (2:01)
Quiz 2
Module 3
Why RAG is Necessary? (4:26)
RAG v/s traditional models (2:41)
Quiz 3
Module 4
How RAG Works? (4:52)
Retrieval and Generation Workflow in RAG (1:35)
Retrieval Mechanism (2:44)
Training Process and Fine tuning (3:48)
Performance Metrics and case studies (4:44)
Quiz 4
Module 5
Implementation and Tools (3:33)
Data preparation for RAG (4:22)
Quiz 5
Module 6
Advanced Topics and Research (3:07)
Future directions and Trends (3:58)
Quiz 6
Training Process and Fine tuning
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