"""Retrieval Agent""" from typing import Dict, Any, List class RetrievalAgent: def __init__(self): self.name = "RetrievalAgent" self.knowledge_base = { "coverage": "Standard motor insurance covers collision, theft, and liability.", "exclusions": "Racing, commercial use, and DUI are excluded.", "claims": "Claims must be filed within 30 days of incident." } def process(self, question: str) -> Dict[str, Any]: question_lower = question.lower() relevant_clauses = [] answer = "No relevant information found." for key, value in self.knowledge_base.items(): if key in question_lower: relevant_clauses.append(f"Clause: {key}") answer = value break return { "answer": answer, "supporting_clauses": relevant_clauses, "confidence": 0.85 if relevant_clauses else 0.3 } def get_trace(self) -> Dict[str, Any]: return {"agent": self.name, "status": "completed"}