QuestionQ201

VerifiedUiPath AI Center

An agent generates structured JSON and natural-language outputs. Which evaluator combination most effectively ensures both format correctness and semantic fidelity?

Explanation

Structured outputs are best validated with deterministic evaluators such as Exact Match or JSON Similarity, which can verify required fields, values, and structure. Natural-language outputs can express the same meaning in many valid ways, so LLM-as-a-Judge is appropriate for evaluating semantic fidelity.

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