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