from langgraph.graph import MessagesState from typing_extensions import TypedDict class InvestDebateState(TypedDict): """State for the YES/NO/Timing investment debate.""" yes_history: str no_history: str timing_history: str history: str current_yes_response: str current_no_response: str current_timing_response: str latest_speaker: str judge_decision: str count: int class RiskDebateState(TypedDict): """State for the Aggressive/Conservative/Neutral risk debate.""" aggressive_history: str conservative_history: str neutral_history: str history: str latest_speaker: str current_aggressive_response: str current_conservative_response: str current_neutral_response: str judge_decision: str count: int class AgentState(MessagesState): """Main agent state for Polymarket prediction analysis.""" event_id: str event_question: str trade_date: str sender: str odds_report: str sentiment_report: str news_report: str event_report: str investment_debate_state: InvestDebateState investment_plan: str trader_plan: str risk_debate_state: RiskDebateState final_decision: str