Eugene Yan • 7/30/2023

Patterns for Building LLM-based Systems & Products

This article details seven essential patterns for building LLM-based systems, focusing on improving performance and reducing cost/risk. It covers evaluations (evals), Retrieval-Augmented Generation (RAG), fine-tuning, caching, guardrails, defensive UX, and collecting user feedback to create a data flywheel, providing a practical framework for developers and engineers.

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#llm #caching #Rag