Vikrant Payal


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RAG for Production - Douwe Kiela

Ten lessons from Douwe's talk on RAG for production:
  1. Systems built around the model are just as important as the AI model.
  2. Business expertise is the fuel that can drive successful use of RAG or AI agents.
  3. The gap between pilot and production is underestimated.
  4. Speed over perfection, let real users (not just testers) access the AI deployment early.
  5. Abstract away the boring stuff in AI implementation, focus core engineering bandwidth on business instead.
  6. Make it easy to use.
  7. Think about adoption as much as you do about data and AI.
  8. Wow your users.
  9. Observability matters more than accuracy.
  10. Aim high.
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Windsurfer [trying out]
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