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\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

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\"\"<\/figure>\n\n\n\n
\n
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\u2460  \u4e00\u4e2a\u8ba9\u65e0\u6570\u6563\u6237\u8840\u4e8f\u7684\u771f\u76f8<\/strong><\/h2>\n\n\n\n
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\"\"<\/figure>\n\n\n\n
\u5355\u6a21\u578b\u67b6\u6784 vs \u591a\u667a\u80fd\u4f53\u67b6\u6784\u5bf9\u6bd4<\/p>\n\n\n\n
\u2461<\/strong> \u884c\u4e1a\u6700\u65b0\u52a8\u5411\uff1a\u673a\u6784\u90fd\u5728\u600e\u4e48\u73a9\uff1f<\/strong><\/h2>\n\n\n\n
\u5148\u8bf4\u70b9\u884c\u4e1a\u5185\u7684\u6700\u65b0\u6d88\u606f\uff0c\u8ba9\u4f60\u4eec\u611f\u53d7\u4e00\u4e0b\u8d8b\u52bf\u3002<\/p>\n\n\n\n
2026\u5e742\u6708\uff0c\u56fd\u5185\u767e\u4ebf\u7ea7\u91cf\u5316\u79c1\u52df\u559c\u5cb3\u6295\u8d44<\/strong>\u6b63\u5f0f\u53d1\u5e03\u4e86”Apollo AI”\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002\u8fd9\u5957\u7cfb\u7edf\u7684\u6838\u5fc3\u7406\u5ff5\u5c31\u662f\u628aAI\u4ece”\u804a\u5929\u5165\u53e3”\u5e26\u5230”\u771f\u5b9e\u4efb\u52a1\u73b0\u573a”\uff0c\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6765\u5b8c\u6210\u590d\u6742\u7684\u6295\u8d44\u4efb\u52a1\u3002<\/p>\n\n\n\n
\u65e0\u72ec\u6709\u5076\uff0c\u754c\u9762\u8d22\u8054\u793e\u65d7\u4e0b\u7684\u8d22\u8dc3\u661f\u8fb0<\/strong>\u5f00\u53d1\u7684”ContestTrade”\u591a\u667a\u80fd\u4f53\u51b3\u7b56\u7cfb\u7edf\uff0c\u76f4\u63a5\u5165\u9009\u4e86\u4e0a\u6d77\u5e02\u5f00\u6e90\u5178\u578b\u5b9e\u8df5\u6848\u4f8b\u3002\u8fd9\u5957\u7cfb\u7edf\u7684\u6838\u5fc3\u7a81\u7834\u5728\u4e8e\uff1a\u6a21\u62df\u4eba\u7c7b\u673a\u6784\u6295\u8d44\u8005\u7684\u601d\u8003\u6a21\u5f0f\uff0c\u5f62\u6210\u53ef\u6301\u7eed\u6f14\u8fdb\u3001\u81ea\u4e3b\u5b66\u4e60\u7684”\u6570\u5b57\u5927\u8111”\u3002<\/p>\n\n\n\n
\u6709\u610f\u601d\u7684\u662f\uff0c\u8fd9\u4e24\u5bb6\u673a\u6784\u4e0d\u7ea6\u800c\u540c\u5730\u9009\u62e9\u4e86\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/strong>\u8fd9\u6761\u8def\uff0c\u800c\u4e0d\u662f\u8ff7\u4fe1\u5355\u4e00\u8d85\u7ea7\u6a21\u578b\u3002<\/p>\n\n\n\n
\u5728\u6d77\u5916\uff0c\u7531\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\u548c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u8054\u5408\u5f00\u53d1\u7684TradingAgents<\/strong>\u6846\u67b6\u66f4\u662f\u706b\u51fa\u5708\u3002\u8fd9\u5957\u7cfb\u7edf\u6a21\u62df\u771f\u5b9e\u4ea4\u6613\u516c\u53f8\u7684\u7ec4\u7ec7\u67b6\u6784\uff0c\u8bbe\u7f6e\u4e86\u5206\u6790\u5e08\u56e2\u961f\u3001\u7814\u7a76\u56e2\u961f\u3001\u4ea4\u6613\u56e2\u961f\u3001\u98ce\u63a7\u56e2\u961f\u7b49\u591a\u4e2a\u89d2\u8272\uff0c\u5404\u53f8\u5176\u804c\u3001\u76f8\u4e92\u5236\u7ea6\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
TradingAgents\u591a\u667a\u80fd\u4f53\u6846\u67b6\u67b6\u6784\u793a\u610f\uff08\u6765\u6e90\uff1aarXiv\u7814\u7a76\u8bba\u6587\uff09<\/p>\n\n\n\n
\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u5957\u591a\u667a\u80fd\u4f53\u67b6\u6784\u5728\u7d2f\u79ef\u6536\u76ca\u3001\u590f\u666e\u6bd4\u7387\u3001\u6700\u5927\u56de\u64a4\u7b49\u5173\u952e\u6307\u6807\u4e0a\uff0c\u90fd\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u7684\u5355\u4e00\u6a21\u578b\u7b56\u7565\u3002<\/p>\n\n\n\n
\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u8ddf\u8e2a\u4e0bTradingAgentsCN<\/strong>\u4e2d\u6587\u5f00\u6e90\u7248\uff0cGitHub\u5730\u5740\u5982\u4e0b\uff1a<\/p>\n\n\n\n
https:\/\/github.com\/TauricResearch\/TradingAgents<\/a><\/p>\n\n\n\n
\u2462<\/strong> \u56db\u667a\u80fd\u4f53\u6846\u67b6\uff1a\u6563\u6237\u4e5f\u80fd\u7528\u7684\u4e13\u4e1a\u65b9\u6848<\/strong><\/h2>\n\n\n\n
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\u56db\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u53d1\u73b0\u667a\u80fd\u4f53\uff08Finder Agent\uff09<\/strong><\/h3>\n\n\n\n
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\u7b5b\u9009\u667a\u80fd\u4f53\uff08Filter Agent\uff09<\/strong><\/h3>\n\n\n\n
\u8d1f\u8d23\u5bf9\u53d1\u73b0\u73af\u8282\u7684\u5019\u9009\u6807\u7684\u8fdb\u884c\u521d\u6b65\u8fc7\u6ee4<\/strong>\u3002\u5b83\u4f1a\u68c0\u67e5\u6d41\u52a8\u6027\u662f\u5426\u5145\u8db3\u3001\u4ea4\u6613\u4ef7\u5dee\u662f\u5426\u5408\u7406\u3001\u5f53\u524d\u8d8b\u52bf\u662f\u5426\u5339\u914d\u7b49\u3002<\/p>\n\n\n\n
\u8fd9\u4e2a\u73af\u8282\u7684\u5173\u952e\u662f\uff1a\u8bf4”\u4e0d”\u7684\u6b21\u6570\u8981\u8fdc\u591a\u4e8e\u8bf4”\u662f”<\/strong>\u3002\u5341\u4e2a\u5019\u9009\uff0c\u80fd\u8fc7\u4e09\u4e2a\u5c31\u7b97\u5408\u683c\u3002<\/p>\n\n\n\n
\u98ce\u63a7\u667a\u80fd\u4f53\uff08Risk Agent\uff09<\/strong><\/h3>\n\n\n\n
\u8d1f\u8d23\u628a\u6a21\u7cca\u7684”\u611f\u89c9”\u53d8\u6210\u7cbe\u786e\u7684\u6570\u5b66<\/strong>\u3002\u5b83\u4f1a\u6839\u636e\u4f60\u7684\u8d26\u6237\u89c4\u6a21\u3001\u98ce\u9669\u504f\u597d\uff0c\u8ba1\u7b97\u51fa\u660e\u786e\u7684\u4ed3\u4f4d\u6570\u91cf\u3001\u6b62\u635f\u4f4d\u7f6e\u3001\u6700\u5927\u4e8f\u635f\u91d1\u989d\u3002<\/p>\n\n\n\n
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\u6267\u884c\u667a\u80fd\u4f53\uff08Execution Agent\uff09<\/strong><\/h3>\n\n\n\n
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\u8fd9\u4e2a\u73af\u8282\u7684\u5173\u952e\u662f\uff1a\u5fc5\u987b\u4fdd\u5b88<\/strong>\uff0c\u8981\u628a\u6240\u6709\u53ef\u80fd\u7684\u6210\u672c\u90fd\u7b97\u8fdb\u53bb\u3002<\/p>\n\n\n\n
\u7136\u540e\u628a\u4e0a\u9762\u6211\u8bf4\u7684\u8fd9\u4e9b\u5582\u7ed9OpenClaw<\/strong>\uff0c\u8ba9\u5b83\u7406\u89e3\u540e\uff0c\u6309\u7167\u81ea\u5df1\u7684\u4e2a\u6027\u8981\u6c42\u5206\u8eab\u51fa\u4e0d\u540c\u7684\u667a\u80fd\u4f53\uff0c\u53ef\u4ee5\u53bb\u8bd5\u8bd5\u770b\uff0c\u4e0b\u9762\u7684\u6587\u7ae0\u4e5f\u8bb8\u80fd\u5e2e\u5230\u4f60\u3002<\/p>\n\n\n\n
\u534a\u5c0f\u65f6\u7528OpenClaw\u642d\u4e00\u5957AI\u91cf\u5316\u7cfb\u7edf\uff1a\u5f00\u6e90\u4e09\u4ef6\u5957\u5b9e\u6d4b\u5206\u4eab<\/a><\/p>\n\n\n\n
AI\u5e2e\u4f60\u5206\u6790A\u80a1\uff0cOpenClaw\u91cf\u5316\u6295\u7814\u5b8c\u5168\u4e0a\u624b\u6307\u5357<\/a><\/p>\n\n\n\n
\u2463<\/strong> \u4e00\u4e2a\u771f\u5b9e\u7684\u8ba1\u7b97\u6848\u4f8b<\/strong><\/h2>\n\n\n\n
\u5149\u8bf4\u4e0d\u7ec3\u5047\u628a\u5f0f\u3002\u6211\u7528\u4e00\u4e2a\u5177\u4f53\u4f8b\u5b50\uff0c\u5e26\u4f60\u4eec\u8d70\u4e00\u904d\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n\n\n\n
\u573a\u666f\u8bbe\u5b9a\uff1a<\/strong><\/p>\n\n\n\n
\u53c2\u6570<\/th>\u6570\u503c<\/th><\/tr>
\u8d26\u6237\u603b\u89c4\u6a21<\/td>25\u4e07\u5143<\/td><\/tr>
\u5355\u7b14\u98ce\u9669\u655e\u53e3<\/td>1%\uff08\u53732500\u5143\uff09<\/td><\/tr>
\u6807\u7684\u73b0\u4ef7<\/td>50\u5143<\/td><\/tr>
\u6b62\u635f\u8ddd\u79bb<\/td>2.4%\uff08\u53731.2\u5143\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\u98ce\u63a7\u73af\u8282\u7684\u8ba1\u7b97\uff1a<\/strong><\/p>\n\n\n\n