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