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[] Search Challenges with ML
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Classroom Contents
The Real End-to-End RAG Stack - Lecture 217
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- 1 [] Sam's preferred coffee
- 2 [] Takeaways
- 3 [] A competitive coding pinball player
- 4 [] Sam's MLOps journey
- 5 [] Search Challenges with ML
- 6 [] Expensive evaluation
- 7 [] Labeling Parties Boost Data Quality
- 8 [] Zeno's Paradox of Motion
- 9 [] Sam's job at Rewind AI
- 10 [] Multimodal RAG
- 11 [30:59 - ] Zilliz Ad
- 12 [] University of Prague paper leak
- 13 [] Signals behind the scenes
- 14 [] Content Over Metadata Approach
- 15 [] Optionality around evaluation and search
- 16 [] Incremental Robustness Building
- 17 [] Solid Foundations for Success
- 18 [] Production RAGs
- 19 [] Thoughts on DSPy
- 20 [] Using DSPy in Production
- 21 [] Wrap up
