It can be helpful to use automated metrics and AI-assisted feedback to evaluate your component's performance.Below, we will create some pre-implemented run evaluators that do the following:Compare results against ground truth labels. (You used the debug outputs above for this)Measure semantic (dis)similarity using embedding distanceEvaluate 'aspects' of the agent's response in a reference-free manner using custom criteriaFor a longer discussion of how to select an appropriate evaluator for your use case and how to create your own