Building a Comprehensive AI Agent Evaluation Framework with Metrics, Reports, and Visual Dashboards

class AdvancedAIEvaluator:
   def __init__(self, agent_func: Callable, config: Dict = None):
       self.agent_func = agent_func
       self.results = []
       self.evaluation_history = defaultdict(list)
       self.benchmark_cache = {}
      
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