Create explainable_ai.py

components/explainable_ai.py

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