Evaluation metrics

Faithfulness

Is the answer entirely backed up by the retrieved context, or is the model making things up? (anti-hallucination check)

Answer Relevance

Did the model actually answer the question, or go off on a tangent?

Context Relevance

Did retrieval pull high-quality, relevant information, or is it full of noise? Penalizes irrelevant retrieved chunks.