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00:00 Introduction to Patho AI and KAG
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Classroom Contents
Wisdom-Driven Knowledge Augmented Generation at Scale
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- 1 00:00 Introduction to Patho AI and KAG
- 2 01:09 Defining Knowledge and Knowledge Graphs
- 3 01:56 KAG vs. RAG
- 4 02:37 The Wisdom-Decision Making-Situation Diagram
- 5 06:26 Practical Application: Competitive Analysis Chatbot
- 6 08:37 Implementation with N8n and Multi-Agent System
- 7 11:37 Why Use Knowledge Graphs over RAG
- 8 14:01 Challenges with Vector RAG and Numerical Reasoning
- 9 15:34 Building KAG Systems and Hybrid Models
- 10 16:45 Graph Extraction and Benchmarks
- 11 17:42 Conclusion and Resources
