from typing import Annotated from langgraph.graph import MessagesState from typing_extensions import TypedDict class InvestDebateState(TypedDict): """Researcher team state""" bull_history: Annotated[str, "Bullish Conversation history"] bear_history: Annotated[str, "Bearish Conversation history"] history: Annotated[str, "Conversation history"] current_response: Annotated[str, "Latest response"] judge_decision: Annotated[str, "Final judge decision"] count: Annotated[int, "Length of the current conversation"] class RiskDebateState(TypedDict): """Risk management team state""" risky_history: Annotated[str, "Risky Agent's Conversation history"] safe_history: Annotated[str, "Safe Agent's Conversation history"] neutral_history: Annotated[str, "Neutral Agent's Conversation history"] history: Annotated[str, "Conversation history"] latest_speaker: Annotated[str, "Analyst that spoke last"] current_risky_response: Annotated[str, "Latest response by the risky analyst"] current_safe_response: Annotated[str, "Latest response by the safe analyst"] current_neutral_response: Annotated[str, "Latest response by the neutral analyst"] judge_decision: Annotated[str, "Judge's decision"] count: Annotated[int, "Length of the current conversation"] class AgentState(MessagesState): company_of_interest: Annotated[str, "Company that we are interested in trading"] trade_date: Annotated[str, "What date we are trading at"] sender: Annotated[str, "Agent that sent this message"] # research market_report: Annotated[str, "Report from the Market Analyst"] sentiment_report: Annotated[str, "Report from the Social Media Analyst"] news_report: Annotated[ str, "Report from the News Researcher of current world affairs" ] fundamentals_report: Annotated[str, "Report from the Fundamentals Researcher"] # research investment_debate_state: Annotated[ InvestDebateState, "Current state of the debate on if to invest or not" ] investment_plan: Annotated[str, "Plan generated by the Analyst"] trader_investment_plan: Annotated[str, "Plan generated by the Trader"] # risk mgmt risk_debate_state: Annotated[ RiskDebateState, "Current state of the debate on evaluating risk" ] final_trade_decision: Annotated[str, "Final decision made by the Risk Analysts"]