talk · community record
Back to the basics of LLM pipeline for production
Session demystifying the fundamentals of production LLM applications — the lost-in-the-middle phenomenon, embedding strategies, limits of vector search, tokenization and attention effects, orchestration trade-offs — closing with a demo of using knowledge graphs to raise LLM trustworthiness.
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