Testing LLM Applications
Why Evaluate?
- LLM outputs are non-deterministic
- Need to measure quality over time
- Catch regressions from prompt changes
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LearnStep 1 of 4
LLM Evaluation Basics
Learning Objectives
- •Create evaluation datasets
- •Use LangSmith for testing
- •Build custom evaluators
Lesson Outline
LearnStep 1/4
LLM Evaluation Basics
python
Simple Evaluator
python