77 lines
2.8 KiB
Python
77 lines
2.8 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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# 研究團隊狀態
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class InvestDebateState(TypedDict):
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bull_history: Annotated[
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str, "看漲對話歷史"
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] # 看漲對話歷史
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bear_history: Annotated[
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str, "看跌對話歷史"
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] # 看跌對話歷史
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history: Annotated[str, "對話歷史"] # 對話歷史
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current_response: Annotated[str, "最新回應"] # 最新回應
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judge_decision: Annotated[str, "最終裁判決定"] # 最終回應
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count: Annotated[int, "目前對話長度"] # 對話長度
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# 風險管理團隊狀態
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class RiskDebateState(TypedDict):
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risky_history: Annotated[
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str, "激進代理人的對話歷史"
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] # 對話歷史
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safe_history: Annotated[
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str, "保守代理人的對話歷史"
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] # 對話歷史
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neutral_history: Annotated[
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str, "中立代理人的對話歷史"
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] # 對話歷史
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history: Annotated[str, "對話歷史"] # 對話歷史
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latest_speaker: Annotated[str, "最後發言的分析師"]
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current_risky_response: Annotated[
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str, "激進分析師的最新回應"
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] # 最新回應
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current_safe_response: Annotated[
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str, "保守分析師的最新回應"
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] # 最新回應
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current_neutral_response: Annotated[
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str, "中立分析師的最新回應"
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] # 最新回應
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judge_decision: Annotated[str, "裁判的決定"]
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count: Annotated[int, "目前對話長度"] # 對話長度
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class AgentState(MessagesState):
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company_of_interest: Annotated[str, "我們感興趣的交易公司（股票代碼）"]
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company_name: Annotated[str, "公司的真實全名"]
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trade_date: Annotated[str, "我們的交易日期"]
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sender: Annotated[str, "發送此訊息的代理人"]
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# 研究步驟
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market_report: Annotated[str, "市場分析師的報告"]
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sentiment_report: Annotated[str, "社群媒體分析師的報告"]
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news_report: Annotated[
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str, "新聞研究員關於當前世界事務的報告"
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]
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fundamentals_report: Annotated[str, "基本面研究員的報告"]
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# 研究團隊討論步驟
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investment_debate_state: Annotated[
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InvestDebateState, "關於是否投資的辯論的當前狀態"
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]
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investment_plan: Annotated[str, "分析師產生的計畫"]
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trader_investment_plan: Annotated[str, "交易員產生的計畫"]
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# 風險管理團隊討論步驟
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risk_debate_state: Annotated[
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RiskDebateState, "關於評估風險的辯論的當前狀態"
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]
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final_trade_decision: Annotated[str, "風險分析師做出的最終決定"] |