The Real End-to-End RAG Stack - Lecture 217

The Real End-to-End RAG Stack - Lecture 217

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[] Sam's MLOps journey

4 of 21

4 of 21

[] Sam's MLOps journey

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The Real End-to-End RAG Stack - Lecture 217

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  1. 1 [] Sam's preferred coffee
  2. 2 [] Takeaways
  3. 3 [] A competitive coding pinball player
  4. 4 [] Sam's MLOps journey
  5. 5 [] Search Challenges with ML
  6. 6 [] Expensive evaluation
  7. 7 [] Labeling Parties Boost Data Quality
  8. 8 [] Zeno's Paradox of Motion
  9. 9 [] Sam's job at Rewind AI
  10. 10 [] Multimodal RAG
  11. 11 [30:59 - ] Zilliz Ad
  12. 12 [] University of Prague paper leak
  13. 13 [] Signals behind the scenes
  14. 14 [] Content Over Metadata Approach
  15. 15 [] Optionality around evaluation and search
  16. 16 [] Incremental Robustness Building
  17. 17 [] Solid Foundations for Success
  18. 18 [] Production RAGs
  19. 19 [] Thoughts on DSPy
  20. 20 [] Using DSPy in Production
  21. 21 [] Wrap up

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