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Torrent Contents Size: 1.6 GB

Udemy - RAG (Retrieval-Augmented Generation) and Private AI Strategy

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1 - Introduction to RAG The Missing Piece in Enterprise AI

1. The Problem Why ChatGPT Doesn't Know Your Company.mp4

MP4

45.1 MB

2 - What is RAG Core Concepts Without the Math

3 - Business Benefits Accuracy Control and Up to Date Knowledge

10. Traceability Citations and Source References.mp4

MP4

49.6 MB

4 - How Non Technical People Can Use RAG TODAY

11. Category 1 Personal RAG (Ad hoc Tools).mp4

MP4

42.7 MB

12. Category 2 Corporate Search Engines (Enterprise Search).mp4

MP4

62.4 MB

13. Category 3 RAG Builders (Low Code Custom).mp4

MP4

38.3 MB

14. Decision Framework Which Category Do You Need.mp4

MP4

26.8 MB

5 - Enterprise Use Cases for RAG

15. Internal Knowledge Bases HR IT Operations Manuals.mp4

MP4

79.3 MB

16. Customer Support Technical Documentation and Product Guides.mp4

MP4

68.9 MB

17. Research and Analysis Legal Compliance Market Research.mp4

MP4

73.4 MB

18. Sales Enablement RFP Responses Competitive Intelligence.mp4

MP4

55.2 MB

19. Mini Exercise Identify 3 Document Heavy Processes in Your Company.mp4

MP4

31.3 MB

6 - Limitations and When RAG Isn't Enough

20. Retrieval Quality Garbage In Garbage.mp4

MP4

44.1 MB

21. Context Window Limits Too Much or Too Little Information.mp4

MP4

36.8 MB

22. When to Use RAG vs Fine Tuning vs Hybrid Approaches.mp4

MP4

39.9 MB

7 - Working with Teams RAG Implementation Without Coding

23. How to Specify RAG Requirements to IT Teams.mp4	MP4	83.9 MB
24. Document Preparation What Makes Good RAG Data.mp4	MP4	112.7 MB
25. Common Platforms Pinecone Weaviate LangChain (High Level).mp4	MP4	87.4 MB
26. Course Recap What have we learnt.mp4	MP4	67.6 MB

7. Accuracy Answers Grounded in Your Documents.mp4

MP4

65.6 MB

8. Control You Decide What Data AI Can Access.mp4

MP4

97.7 MB

9. Always Current Update Documents Not Models.mp4

MP4

36.2 MB

4. The Two Step Process Retrieve Then Generate.mp4

MP4

66.9 MB

5. How RAG Finds Relevant Information (Embeddings Explained Simply).mp4

MP4

87.8 MB

6. Why RAG Reduces Hallucinations and Improves Accuracy.mp4

MP4

109.4 MB

2. What Goes Wrong Hallucinations Outdated Info Generic Answers.mp4

MP4

48.4 MB

3. The Solution RAG Brings Your Documents to AI.mp4

MP4

67 MB

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Udemy - RAG (Retrieval-Augmented Generation) and Private AI Strategy

Torrent Contents Size: 1.6 GB

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