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03:15 - Step 3: Generation Process
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Classroom Contents
RAG Explained For Beginners
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- 1 00:00 - Introduction to RAG
- 2 00:24 - Why Traditional Search Methods Don't Work
- 3 00:55 - The RAG Method Explained
- 4 01:54 - Step 1: Retrieval Process
- 5 02:25 - Step 2: Augmentation Explained
- 6 03:15 - Step 3: Generation Process
- 7 03:54 - Strategies for RAG Calibration
- 8 05:01 - Practical Lab Demo Introduction
- 9 05:27 - Demo - Set up Development Environment
- 10 06:10 - Demo - Initialize Vector Database
- 11 06:29 - Demo - Chunking Strategy and Embedding
- 12 07:19 - Demo - Feed AI Brain
- 13 07:50 - Demo - Semantic Search
- 14 08:16 - Demo - Launch a Simple Web Interface
- 15 09:43 - Conclusion & Free Lab Access
