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Advanced Patterns

Evaluation and Testing

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LLM Evaluation Basics

Testing LLM Applications

Why Evaluate?

  • LLM outputs are non-deterministic
  • Need to measure quality over time
  • Catch regressions from prompt changes

Evaluation Dataset

python

Simple Evaluator

python