Evaluating AI Agents with DeepEval and Arize Phoenix: Lessons from Our Integration Journey
Evaluating AI agents is a major challenge because traditional metrics are inadequate for measuring qualities like "helpfulness" or tracing complex reasoning. To tackle this, we chose DeepEval for its advanced "LLM-as-a-judge" evaluation capabilities and Arize Phoenix for its powerful observability and tracing features.