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00:21 Limitations of Traditional Chatbots
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Classroom Contents
RAG Beyond Chatbots - Retrieval-Augmented Generation for Enhanced AI Systems
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- 1 00:00 Introduction to RAG and Traditional Chatbots
- 2 00:21 Limitations of Traditional Chatbots
- 3 01:38 Introduction to Retrieval-Augmented Generation RAG
- 4 01:49 How RAG Works: Query Understanding and Document Retrieval
- 5 02:49 Handling Complex Queries with RAG
- 6 03:33 Advantages of RAG Over Traditional Chatbots
- 7 04:39 Improving User Experience with RAG
- 8 05:24 Seamless Handoff to Human Agents
- 9 06:42 Maintaining Up-to-Date Knowledge in RAG Systems
- 10 08:15 Ensuring Data Quality and Security
- 11 10:20 Future Avenues for RAG-Based Chatbots
- 12 11:32 Multimodal RAG: Beyond Text
- 13 12:54 Tangible Improvements in Customer Support
- 14 13:35 Conclusion and Q&A
