from typing import Annotated, Any, Dict, List from langgraph.graph import add_messages from pydantic import BaseModel class AgentState(BaseModel): messages: Annotated[List[Any], add_messages] alert_raw: Dict[str, Any] temp_data: Dict[str, Any] analyze_result: Dict[str, Any]