Building a Comprehensive AI Agent Evaluation Framework with Metrics, Reports, and Visual Dashboards
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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 = {} self.config = { ‘use_llm_judge’: True, ‘judge_model’: ‘gpt-4′, ’embedding_model’: ‘sentence-transformers’, ‘toxicity_threshold’: 0.7, ‘bias_categories’: [‘gender’, […]