Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time

Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time

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19 of 19

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Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time

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  1. 1 intro
  2. 2 preamble
  3. 3 agenda
  4. 4 llms
  5. 5 llm limitations
  6. 6 how to correct the model?
  7. 7 finetuning
  8. 8 prompt engineering
  9. 9 problems with manual prompting
  10. 10 rag
  11. 11 what are vector embeddings?
  12. 12 popular rag use cases
  13. 13 what happens if the rag data is compromised?
  14. 14 solution: use a real time vector index
  15. 15 practice: build a chatbot
  16. 16 pathway demo
  17. 17 reactivity is key
  18. 18 takeaways
  19. 19 thank you!

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