{"id":122778,"date":"2026-11-05T17:01:19","date_gmt":"2026-11-05T09:01:19","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/122778.html"},"modified":"2026-11-05T17:01:19","modified_gmt":"2026-11-05T09:01:19","slug":"12-%e4%b8%87-star-%e7%9a%84%e3%80%8cai-%e7%82%92%e8%82%a1%e5%9b%a2%e9%98%9f%e3%80%8d%e5%bc%80%e6%ba%90%e4%ba%86%ef%bc%9a4-%e4%b8%aa%e5%88%86%e6%9e%90%e5%b8%88%e5%90%b5%e6%9e%b6%e3%80%81%e9%a3%8e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/122778.html","title":{"rendered":"12 \u4e07 Star \u7684\u300cAI \u7092\u80a1\u56e2\u961f\u300d\u5f00\u6e90\u4e86\uff1a4 \u4e2a\u5206\u6790\u5e08\u5435\u67b6\u3001\u98ce\u63a7\u4e00\u7968\u5426\u51b3\uff0c\u5168\u7a0b\u4e0d\u7528\u4eba\u7ba1"},"content":{"rendered":"

\/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/
\n #content_views .toc,
\n \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/
\n #content_views.markdown_views > p:empty:has(+ .toc),
\n #content_views.markdown_views > .toc + p:empty,
\n \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/
\n #content_views.htmledit_views #main-toc,
\n #content_views.htmledit_views #hr-toc,
\n #content_views.htmledit_views p[id*=\\”-toc\\”] {
\n display: none !important;
\n }
\n \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/
\n #content_views.markdown_views > .toc + h1,
\n #content_views.markdown_views > .toc + h2,
\n #content_views.markdown_views > .toc + h3,
\n #content_views.markdown_views > .toc + h4,
\n #content_views.markdown_views > .toc + p:empty + h1,
\n #content_views.markdown_views > .toc + p:empty + h2,
\n #content_views.markdown_views > .toc + p:empty + h3,
\n #content_views.markdown_views > .toc + p:empty + h4 {
\n margin-top: 0 !important;
\n }<\/p>\n

\u5148\u8bf4\u7ed3\u8bba：\u8fd9\u4e0d\u662f\u4ec0\u4e48\u300cAI \u8350\u80a1\u795e\u5668\u300d，\u800c\u662f\u4e00\u4e2a\u628a\u771f\u5b9e\u5238\u5546\u516c\u53f8\u7684\u6295\u7814\u6d41\u7a0b\u5b8c\u6574\u590d\u523b\u51fa\u6765\u7684\u591a\u667a\u80fd\u4f53\u7814\u7a76\u6846\u67b6\u3002\u80fd\u4e0d\u80fd\u8d5a\u94b1\u6ca1\u6709\u4fdd\u8bc1，\u4f46\u5b83\u5c55\u793a\u7684\u591a Agent \u534f\u4f5c\u67b6\u6784，\u503c\u5f97\u6bcf\u4e00\u4e2a\u505a AI \u5e94\u7528\u7684\u4eba\u62c6\u5f00\u770b\u770b\u3002<\/p>\n

\u8fd9\u4e2a\u9879\u76ee\u662f\u4ec0\u4e48<\/h3>\n\n\u9879\u76ee\u4fe1\u606f\u5185\u5bb9<\/tr>\n\n\n\n\n\n\n\n\n
\u9879\u76ee\u540d<\/td>\nTauricResearch\/TradingAgents<\/td>\n<\/tr>\n
GitHub<\/td>\nhttps:\/\/github.com\/TauricResearch\/TradingAgents<\/td>\n<\/tr>\n
\u5f00\u6e90\u534f\u8bae<\/td>\nApache-2.0（\u5546\u7528\u53cb\u597d）<\/td>\n<\/tr>\n
Star<\/td>\n12 \u4e07+，Fork 2.3 \u4e07<\/td>\n<\/tr>\n
\u8bed\u8a00<\/td>\nPython 3.11+，\u57fa\u4e8e LangGraph<\/td>\n<\/tr>\n
\u8bba\u6587<\/td>\narXiv:2412.20138<\/td>\n<\/tr>\n
\u6700\u65b0\u7248\u672c<\/td>\nv0.7.1（2026-10）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e00\u53e5\u8bdd\u6982\u62ec：\u7ed9\u4e00\u4e2a\u80a1\u7968\u4ee3\u7801\u548c\u5206\u6790\u65e5\u671f，\u5b83\u4f1a\u6d3e\u51fa\u4e00\u652f\u300c\u865a\u62df\u6295\u7814\u56e2\u961f\u300d\u2014\u2014\u57fa\u672c\u9762\u5206\u6790\u5e08\u3001\u60c5\u7eea\u5206\u6790\u5e08\u3001\u65b0\u95fb\u5206\u6790\u5e08\u3001\u6280\u672f\u5206\u6790\u5e08\u5e76\u884c\u51fa\u62a5\u544a，\u591a\u5934\u548c\u7a7a\u5934\u7814\u7a76\u5458\u5f00\u8fa9\u8bba\u4f1a，\u4ea4\u6613\u5458\u4e0b\u5355，\u98ce\u63a7\u56e2\u961f\u548c\u6295\u8d44\u7ecf\u7406\u4e00\u7968\u5426\u51b3，\u6700\u540e\u8f93\u51fa\u4e00\u4efd\u5e26\u5b8c\u6574\u51b3\u7b56\u94fe\u8def\u7684\u6a21\u62df\u4ea4\u6613\u5efa\u8bae\u3002<\/p>\n

\u6ce8\u610f\u662f\u6a21\u62df\u4ea4\u6613\u6240\u6210\u4ea4，\u4e0d\u63a5\u4efb\u4f55\u771f\u5b9e\u5238\u5546，\u4e0d\u78b0\u4f60\u7684\u94b1\u3002<\/p>\n

\"TradingAgents<\/p>\n

\u4e3a\u4ec0\u4e48\u503c\u5f97\u770b：\u5b83\u590d\u523b\u7684\u662f\u771f\u5b9e\u5238\u5546\u7684\u5206\u5de5，\u4e0d\u662f\u5355\u673a\u95ee\u7b54<\/h3>\n

\u666e\u901a\u7684\u300cAI \u9009\u80a1\u300d\u505a\u6cd5\u662f\u628a\u884c\u60c5\u6570\u636e\u585e\u8fdb\u4e00\u4e2a prompt，\u8ba9\u5927\u6a21\u578b\u7ed9\u4e2a\u4e70\u5356\u5efa\u8bae\u3002\u95ee\u9898\u5f88\u660e\u663e：\u5355\u4e00\u6a21\u578b\u4e00\u6b21\u53ea\u6301\u6709\u4e00\u4e2a\u89c2\u70b9，\u5bb9\u6613\u88ab\u4e00\u6761\u65b0\u95fb\u5e26\u8282\u594f，\u4e5f\u6ca1\u4eba\u53cd\u9a73\u5b83\u3002<\/p>\n

TradingAgents \u7684\u601d\u8def\u5b8c\u5168\u4e0d\u540c\u2014\u2014\u7528\u89d2\u8272\u5206\u5de5\u548c\u5f3a\u5236\u5bf9\u6297\u6765\u538b\u5236\u5e7b\u89c9\u3002<\/p>\n

\u7b2c\u4e00\u5c42：\u5206\u6790\u5e08\u56e2\u961f（\u5e76\u884c，\u4e92\u4e0d\u5e72\u6270）<\/h4>\n

\u56db\u4e2a\u5206\u6790\u5e08\u540c\u65f6\u5f00\u5de5，\u5404\u7528\u5404\u7684\u6570\u636e\u6e90\u548c\u5de5\u5177：<\/p>\n

    \n
  • \u57fa\u672c\u9762\u5206\u6790\u5e08：\u8bfb SEC EDGAR \u8d22\u62a5，\u800c\u4e14\u662f\u300c\u6309\u7533\u62a5\u65e5\u671f\u300d\u8bfb\u53d6\u2014\u2014\u56de\u6d4b 2015 \u5e74\u7684\u51b3\u7b56\u65f6，\u770b\u4e0d\u5230 2016 \u5e74\u624d\u91cd\u8ff0\u7684\u6570\u636e，\u4ece\u673a\u5236\u4e0a\u675c\u7edd\u672a\u6765\u51fd\u6570<\/li>\n
  • \u60c5\u7eea\u5206\u6790\u5e08：\u805a\u5408 StockTwits\u3001Reddit \u7684\u6563\u6237\u8ba8\u8bba，\u8fd8\u53ef\u4ee5\u63a5 Jev \u6a21\u578b\u8fc7\u6ee4\u6389\u4e0e\u8be5\u516c\u53f8\u65e0\u5173\u7684\u6c34\u5e16<\/li>\n
  • \u65b0\u95fb\u5206\u6790\u5e08：\u76d1\u63a7\u5168\u7403\u65b0\u95fb\u548c\u5b8f\u89c2\u6307\u6807，\u5224\u65ad\u4e8b\u4ef6\u5bf9\u5e02\u573a\u7684\u5f71\u54cd<\/li>\n
  • \u6280\u672f\u5206\u6790\u5e08：\u7528 MACD\u3001RSI \u7b49\u6280\u672f\u6307\u6807\u8bc6\u522b\u5f62\u6001<\/li>\n<\/ul>\n

    \u56db\u4efd\u62a5\u544a\u5168\u90e8\u5230\u9f50，\u8fa9\u8bba\u624d\u5f00\u59cb\u3002<\/p>\n

    \"\u5206\u6790\u5e08\u56e2\u961f\u5de5\u4f5c\u6d41\"<\/p>\n

    \u7b2c\u4e8c\u5c42：\u591a\u7a7a\u8fa9\u8bba\u4f1a（\u5f3a\u5236\u5bf9\u6297）<\/h4>\n

    \u7814\u7a76\u56e2\u961f\u91cc\u5929\u751f\u4e24\u4e2a\u89d2\u8272：\u770b\u591a\u7814\u7a76\u5458\u548c\u770b\u7a7a\u7814\u7a76\u5458\u3002\u4ed6\u4eec\u62ff\u7740\u5206\u6790\u5e08\u7684\u62a5\u544a\u4e92\u76f8\u6311\u523a，\u7ed3\u6784\u5316\u8fa9\u8bba，\u628a\u6f5c\u5728\u6536\u76ca\u548c\u98ce\u9669\u90fd\u644a\u5f00\u3002<\/p>\n

    \u8fd9\u4e00\u6b65\u662f\u6574\u4e2a\u6846\u67b6\u6211\u6700\u559c\u6b22\u7684\u8bbe\u8ba1：\u770b\u591a\u7684\u4eba\u4e0d\u80fd\u5047\u88c5\u98ce\u9669\u4e0d\u5b58\u5728，\u56e0\u4e3a\u5bf9\u9762\u7684\u4eba\u4e13\u95e8\u8d1f\u8d23\u653b\u51fb\u4f60\u7684\u8bba\u636e\u3002<\/p>\n

    \"\u591a\u7a7a\u7814\u7a76\u5458\u8fa9\u8bba\"<\/p>\n

    \u7b2c\u4e09\u5c42：\u4ea4\u6613\u5458 + \u98ce\u63a7\u5426\u51b3\u94fe<\/h4>\n

    \u4ea4\u6613\u5458\u7efc\u5408\u6240\u6709\u62a5\u544a，\u51b3\u5b9a\u4ea4\u6613\u65f6\u673a\u548c\u4ed3\u4f4d\u5927\u5c0f\u3002\u4f46\u5b83\u8bf4\u4e86\u4e0d\u7b97\u2014\u2014<\/p>\n

      \n
    • \u98ce\u9669\u7ba1\u7406\u56e2\u961f\u8bc4\u4f30\u6ce2\u52a8\u7387\u3001\u6d41\u52a8\u6027，\u51fa\u98ce\u9669\u8bc4\u4f30\u62a5\u544a<\/li>\n
    • **\u6295\u8d44\u7ecf\u7406（Portfolio Manager）**\u6700\u7ec8\u6279\u51c6\u6216\u9a73\u56de，\u9a73\u56de\u5c31\u4e0d\u6210\u4ea4<\/li>\n
    • \u901a\u8fc7\u540e，\u8ba2\u5355\u624d\u53d1\u5f80\u6a21\u62df\u4ea4\u6613\u6240\u6267\u884c<\/li>\n<\/ul>\n

      \"\u98ce\u63a7\u4e0e\u6295\u8d44\u7ecf\u7406\u51b3\u7b56\u94fe\"<\/p>\n

      \"\u4ea4\u6613\u5458\u51b3\u7b56\"<\/p>\n

      \u600e\u4e48\u8dd1\u8d77\u6765<\/h3>\n

      \u65b9\u5f0f\u4e00：Docker（\u6700\u7701\u4e8b）<\/h4>\n

      git<\/span> clone https:\/\/github.com\/TauricResearch\/TradingAgents.git
      \ncd<\/span> TradingAgents
      \ncp<\/span> .env.example .env # \u586b\u5165\u4f60\u7684 LLM API Key<\/span>
      \ndocker<\/span> compose run –rm<\/span> tradingagents<\/p>\n

      \u65b9\u5f0f\u4e8c：\u672c\u5730 pip \u5b89\u88c5<\/h4>\n

      conda create -n<\/span> tradingagents python<\/span>=<\/span>3.13<\/span>
      \nconda activate tradingagents
      \npip install<\/span> .<\/span>
      \ntradingagents # \u542f\u52a8\u4ea4\u4e92\u5f0f CLI<\/span><\/p>\n

      \u65b9\u5f0f\u4e09：\u4e09\u884c\u4ee3\u7801\u5d4c\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f<\/h4>\n

      from<\/span> tradingagents.<\/span>graph.<\/span>trading_graph import<\/span> TradingAgentsGraph
      \nfrom<\/span> tradingagents.<\/span>default_config import<\/span> DEFAULT_CONFIG<\/p>\n

      ta =<\/span> TradingAgentsGraph(<\/span>debug=<\/span>True<\/span>,<\/span> config=<\/span>DEFAULT_CONFIG.<\/span>copy(<\/span>)<\/span>)<\/span>
      \nstate,<\/span> decision =<\/span> ta.<\/span>propagate(<\/span>"NVDA"<\/span>,<\/span> "2026-09-01"<\/span>)<\/span>
      \nprint<\/span>(<\/span>decision)<\/span>
      \nta.<\/span>save_reports(<\/span>state,<\/span> "NVDA"<\/span>)<\/span><\/p>\n

      CLI \u662f\u5168\u4ea4\u4e92\u5f0f\u7684，\u9009\u4ee3\u7801\u3001\u9009\u65e5\u671f\u3001\u9009\u6a21\u578b\u4f9b\u5e94\u5546\u3001\u9009\u7814\u7a76\u6df1\u5ea6，\u6bcf\u4e00\u6b65\u90fd\u6709\u754c\u9762，\u800c\u4e14\u4e0a\u4e00\u6b21\u7684\u9009\u62e9\u4f1a\u4f5c\u4e3a\u9ed8\u8ba4\u503c，\u56de\u8f66\u5373\u53ef\u590d\u7528：<\/p>\n

      \"CLI<\/p>\n

      \u51e0\u4e2a\u5de5\u7a0b\u4e0a\u505a\u5f97\u5f88\u624e\u5b9e\u7684\u7ec6\u8282<\/h3>\n

      \u6252\u5b8c\u6e90\u7801\u548c CHANGELOG，\u6709\u51e0\u4e2a\u8bbe\u8ba1\u8d85\u51fa\u4e86\u300cDemo \u7ea7\u5f00\u6e90\u9879\u76ee\u300d\u7684\u6c34\u5e73：<\/p>\n

      1. \u6a21\u578b\u4f9b\u5e94\u5546\u6781\u5ea6\u5f00\u653e\u3002 OpenAI\u3001Claude\u3001Gemini\u3001Grok\u3001DeepSeek\u3001\u901a\u4e49\u5343\u95ee\u3001\u667a\u8c31 GLM\u3001MiniMax\u3001Kimi\u3001Groq\u3001\u672c\u5730 Ollama\u3001AWS Bedrock\u3001Azure，\u751a\u81f3\u53ef\u4ee5\u76f4\u63a5\u6302\u4f60\u7684 ChatGPT Plus\/Pro \u8ba2\u9605\u989d\u5ea6\u3002\u800c\u4e14\u300c\u5feb\u901f\u6a21\u578b\u300d\u548c\u300c\u6df1\u5ea6\u601d\u8003\u6a21\u578b\u300d\u53ef\u4ee5\u5206\u522b\u6307\u5b9a\u4e0d\u540c\u4f9b\u5e94\u5546\u2014\u2014\u5206\u6790\u5e08\u7528\u4fbf\u5b9c\u7684，\u6295\u8d44\u7ecf\u7406\u7528\u6700\u5f3a\u7684\u3002<\/p>\n

      2. A \u80a1\u539f\u751f\u652f\u6301\u3002 \u4e0a\u4ea4\u6240\u4ee3\u7801\u52a0 .SS\u3001\u6df1\u4ea4\u6240\u52a0 .SZ，\u6bd4\u5982\u8d35\u5dde\u8305\u53f0\u5c31\u662f 600519.SS；\u6e2f\u80a1 0700.HK\u3001\u4e1c\u4eac 7203.T，\u4efb\u4f55 Yahoo Finance \u8986\u76d6\u7684\u5e02\u573a\u90fd\u80fd\u8dd1，\u52a0\u5bc6\u8d27\u5e01\u7528 BTC-USD\u3002<\/p>\n

      3. \u8bb0\u5fc6\u65e5\u5fd7 + \u51b3\u7b56\u590d\u76d8\u3002 \u6bcf\u6b21\u51b3\u7b56\u8ffd\u52a0\u5230 ~\/.tradingagents\/memory\/trading_memory.md，\u6301\u6709\u671f\u7ed3\u675f\u540e\u81ea\u52a8\u7ed3\u7b97\u771f\u5b9e\u6536\u76ca\u548c\u76f8\u5bf9\u57fa\u51c6\u7684\u8d85\u989d\u6536\u76ca，\u518d\u751f\u6210\u4e00\u6bb5\u53cd\u601d\u3002\u4e0b\u4e00\u6b21\u5206\u6790\u540c\u4e00\u6807\u7684\u65f6，\u6295\u8d44\u7ecf\u7406\u4f1a\u8bfb\u5386\u53f2\u6559\u8bad\u2014\u2014\u76f8\u5f53\u4e8e\u8ba9\u56e2\u961f\u300c\u957f\u8bb0\u6027\u300d\u3002<\/p>\n

      4. \u68c0\u67e5\u70b9\u65ad\u70b9\u7eed\u8dd1\u3002 \u57fa\u4e8e LangGraph，\u6bcf\u4e2a\u8282\u70b9\u6267\u884c\u540e\u843d SQLite，\u5d29\u4e86\u4ece\u6700\u540e\u4e00\u6b65\u6062\u590d，\u6210\u529f\u5b8c\u6210\u540e\u81ea\u52a8\u6e05\u7406\u3002\u5bf9\u4e00\u4e2a\u4e00\u6b21\u8dd1\u51e0\u5341\u5206\u949f\u3001\u8c03\u51e0\u5341\u6b21 LLM \u7684\u6d41\u7a0b\u6765\u8bf4，\u8fd9\u662f\u521a\u9700\u3002<\/p>\n

      5. \u56de\u6d4b\u7f51\u683c + \u53ef\u590d\u73b0\u6027\u8bf4\u660e\u3002 run_backtest \u53ef\u4ee5\u6309\u300c\u6807\u7684 \u00d7 \u65e5\u671f\u300d\u7f51\u683c\u6279\u91cf\u8dd1，\u6bcf\u4e2a\u51b3\u7b56\u6309\u51b3\u7b56\u65e5\u540e\u7b2c\u4e00\u4e2a\u6536\u76d8\u4ef7\u8ba1\u5206\u3002\u5b98\u65b9\u6587\u6863\u8bda\u5b9e\u5730\u5199\u660e：LLM \u91c7\u6837\u672c\u8eab\u4e0d\u786e\u5b9a\u3001\u65b0\u95fb\u6570\u636e\u968f\u65f6\u95f4\u53d8\u5316，\u56de\u6d4b\u7ed3\u679c\u4e0d\u4fdd\u8bc1\u590d\u73b0\u4efb\u4f55\u8bba\u6587\u6570\u5b57\u2014\u2014\u8fd9\u79cd\u6001\u5ea6\u5728\u91cf\u5316\u5708\u53cd\u800c\u5c11\u89c1\u5730\u9760\u8c31\u3002<\/p>\n

      \u8e29\u5751\u4e0e\u9650\u5236（\u5148\u8bf4\u4e11\u8bdd）<\/h3>\n
        \n
      • \u6210\u672c\u4e0d\u4f4e：\u4e00\u6b21\u5b8c\u6574\u5206\u6790\u8981\u8dd1\u5341\u51e0\u4e2a Agent\u3001\u591a\u8f6e\u8fa9\u8bba，\u6309 API \u8ba1\u8d39\u3002\u5efa\u8bae\u5148\u7528 quick \u914d\u7f6e\u548c\u4fbf\u5b9c\u6a21\u578b\u8bd5\u8dd1<\/li>\n
      • \u5f3a\u4f9d\u8d56\u5916\u7f51\u6570\u636e\u6e90：Yahoo Finance\u3001SEC EDGAR\u3001Reddit \u7b49，\u56fd\u5185\u7f51\u7edc\u9700\u8981\u81ea\u884c\u89e3\u51b3\u8bbf\u95ee\u95ee\u9898；A \u80a1\u8d22\u62a5\u8d70 Yahoo \u901a\u9053，\u5386\u53f2\u56de\u6d4b\u6570\u636e\u7cbe\u5ea6\u4e0d\u5982\u7f8e\u80a1<\/li>\n
      • LLM \u8f93\u51fa\u6709\u968f\u673a\u6027：\u540c\u4e00\u4ee3\u7801\u540c\u4e00\u65e5\u671f\u8dd1\u4e24\u6b21\u7ed3\u8bba\u53ef\u80fd\u4e0d\u540c，\u8fd9\u662f\u6846\u67b6\u7279\u6027\u4e0d\u662f bug<\/li>\n
      • v0.5 \u4e4b\u540e\u5305\u7ed3\u6784\u91cd\u6392\u8fc7，\u7f51\u4e0a\u8001\u6559\u7a0b\u7684 import \u8def\u5f84\u53ef\u80fd\u5df2\u5931\u6548，\u4ee5\u5b98\u65b9\u5f53\u524d README \u4e3a\u51c6<\/li>\n<\/ul>\n

        \u9002\u5408\u8c01，\u4e0d\u9002\u5408\u8c01<\/h3>\n

        \u9002\u5408：<\/p>\n

          \n
        • \u5b66\u591a\u667a\u80fd\u4f53\u7f16\u6392\u3001LangGraph \u72b6\u6001\u673a\u7684\u5f00\u53d1\u8005\u2014\u2014\u8fd9\u662f\u6700\u597d\u7684\u771f\u5b9e\u53c2\u8003\u9879\u76ee\u4e4b\u4e00<\/li>\n
        • \u505a\u6295\u7814\u3001\u8206\u60c5\u5206\u6790\u7c7b\u4ea7\u54c1\u7684\u56e2\u961f，\u89d2\u8272\u5206\u5de5\u548c\u5bf9\u6297\u8fa9\u8bba\u7684\u8bbe\u8ba1\u53ef\u4ee5\u76f4\u63a5\u501f\u9274<\/li>\n
        • \u60f3\u7528\u4ee3\u7801\u5316\u65b9\u5f0f\u7814\u7a76\u300cAI \u600e\u4e48\u505a\u7ed3\u6784\u5316\u51b3\u7b56\u300d\u7684\u4eba<\/li>\n<\/ul>\n

          \u4e0d\u9002\u5408：<\/p>\n

            \n
          • \u60f3\u627e\u4e2a\u5de5\u5177\u8ddf\u7740\u4e70\u5356\u8d5a\u94b1\u7684\u4eba\u2014\u2014\u5b98\u65b9\u514d\u8d23\u58f0\u660e\u5199\u5f97\u5f88\u6e05\u695a：\u4ec5\u4f9b\u7814\u7a76，\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u3001\u91d1\u878d\u6216\u4ea4\u6613\u5efa\u8bae<\/li>\n
          • \u6ca1\u6709 API \u9884\u7b97\u3001\u7f51\u7edc\u6761\u4ef6\u53d7\u9650\u7684\u7528\u6237<\/li>\n
          • \u671f\u5f85\u300c\u7a33\u8d5a\u7b56\u7565\u300d\u7684\u4eba，\u8fd9\u4e2a\u9879\u76ee\u7ed9\u7684\u662f\u7814\u7a76\u811a\u624b\u67b6，\u4e0d\u662f\u5370\u949e\u673a<\/li>\n<\/ul>\n

            \u5199\u5728\u6700\u540e<\/h3>\n

            TradingAgents \u6700\u6709\u4ef7\u503c\u7684\u90e8\u5206\u5176\u5b9e\u4e0d\u662f\u300c\u4ea4\u6613\u300d，\u800c\u662f\u5b83\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b：\u5f53\u4f60\u628a\u4e00\u4e2a\u590d\u6742\u51b3\u7b56\u62c6\u6210\u4e13\u4e1a\u89d2\u8272\u3001\u5f3a\u5236\u5bf9\u6297\u3001\u72ec\u7acb\u9a8c\u8bc1\u548c\u5426\u51b3\u94fe\u4e4b\u540e，LLM \u7684\u8f93\u51fa\u8d28\u91cf\u4f1a\u88ab\u5de5\u7a0b\u7ed3\u6784\u6258\u4f4f\u4e00\u4e2a\u5e95\u3002<\/p>\n

            \u8fd9\u5957\u6a21\u5f0f\u6362\u5230\u4ee3\u7801\u8bc4\u5ba1\u3001\u98ce\u63a7\u5ba1\u6279\u3001\u533b\u7597\u4f1a\u8bca\u573a\u666f，\u540c\u6837\u6210\u7acb\u300212 \u4e07 Star，\u4e00\u534a\u662f\u7ed9\u91d1\u878d\u9898\u6750\u7684\u6d41\u91cf，\u53e6\u4e00\u534a，\u6211\u89c9\u5f97\u662f\u7ed9\u8fd9\u5957\u67b6\u6784\u7684\u3002<\/p>\n

            \u9879\u76ee\u5730\u5740：https:\/\/github.com\/TauricResearch\/TradingAgents
            \n\u8bba\u6587：https:\/\/arxiv.org\/abs\/2412.20138
            \n\u5b98\u65b9\u514d\u8d23\u58f0\u660e：https:\/\/tauric.ai\/disclaimer\/<\/p>\n

            \n

            \u4e0b\u4e00\u7bc7\u6211\u4eec\u62c6 Cloudflare \u5b98\u65b9\u5f00\u6e90\u7684\u5b89\u5168\u5ba1\u8ba1 Skill：\u8ba9\u4e00\u7fa4 AI \u626e\u6f14\u9ed1\u5ba2\u548c\u5ba1\u8ba1\u5458，\u516d\u9636\u6bb5\u4e92\u67e5\u6f0f\u6d1e，\u8fd8\u89c4\u5b9a\u300c\u53d1\u73b0\u6f0f\u6d1e\u7684 Agent \u4e0d\u8bb8\u81ea\u5df1\u9a8c\u8bc1\u300d\u2014\u2014\u548c\u4eca\u5929\u8fd9\u5957\u591a\u7a7a\u5bf9\u6297，\u662f\u540c\u4e00\u4e2a\u601d\u60f3\u7684\u4e24\u79cd\u7528\u6cd5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

            \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/#content_views .toc,\/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/#content_views.markdown_views > p:empty:has(+ .toc),#content_views.markdown_views > .toc + p:empty,\/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/#content<\/p>\n","protected":false},"author":2,"featured_media":122772,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,227],"topic":[],"class_list":["post-122778","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-50","tag-227"],"yoast_head":"\n12 \u4e07 Star \u7684\u300cAI \u7092\u80a1\u56e2\u961f\u300d\u5f00\u6e90\u4e86\uff1a4 \u4e2a\u5206\u6790\u5e08\u5435\u67b6\u3001\u98ce\u63a7\u4e00\u7968\u5426\u51b3\uff0c\u5168\u7a0b\u4e0d\u7528\u4eba\u7ba1 - 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