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Create explainable_ai.py

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  1. components/explainable_ai.py +14 -0
components/explainable_ai.py ADDED
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+ class ExplainableAI:
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+ """Provides transparency in AI decision-making"""
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+ def __init__(self):
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+ self.explanations = []
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+
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+ def explain_decision(self, decision: str, context: str) -> str:
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+ """Explain the AI's decision-making process"""
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+ explanation = f"Decision: {decision}\nContext: {context}\nReasoning: {self._generate_reasoning(context)}"
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+ self.explanations.append(explanation)
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+ return explanation
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+
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+ def _generate_reasoning(self, context: str) -> str:
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+ """Generate reasoning for the decision"""
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+ return f"The decision was made based on the following context: {context}"