from app.ai.claude_client import ClaudeClient from app.specialties.registry import get_specialty_config class ValidationService: def __init__(self): self.claude = ClaudeClient() async def validate_state_extraction( self, session, conversation_history: list, extracted_state: dict, ) -> dict: specialty_config = get_specialty_config(session.category_code) patient_context = { "id": session.patient_id, "name": session.patient_name, "age": session.age, "gender": session.gender, "category": session.category_name, } validation = await self.claude.validate_extraction( patient_context=patient_context, specialty_config=specialty_config, conversation_history=conversation_history, extracted_data=extracted_state, ) return validation