🔧 AI Evaluation Series (06): DeepEval in Practice — Enterprise Agent Evaluation Suite

DeepEval and RAGAS Solve Different Problems


Article 04 used RAGAS to batch-evaluate a RAG system, producing four metric scores. This article uses DeepEval on the same Agent — with a completely different paradigm.

RAGAS paradigm: batch evaluation, DataFrame input, outputs per-metric averages. Good for analyzing quality trends and comparing...