from typing import Dict, Any, List, Optional from pydantic import BaseModel class ChatRequest(BaseModel): message: str feedback: Optional[str] = None class NLUResult(BaseModel): intent: str confidence: float class ActionResponse(BaseModel): type: str parameters: Optional[Dict[str, Any]] = {} class ChatResponse(BaseModel): response: str context: str nlu: NLUResult action: Optional[ActionResponse] = None images: Optional[List[str]] = None