{"id":776369,"date":"2026-05-10T11:26:56","date_gmt":"2026-05-10T03:26:56","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=776369"},"modified":"2026-05-10T11:26:56","modified_gmt":"2026-05-10T03:26:56","slug":"71-4k-star%e7%9a%84ai%e4%ba%a4%e6%98%93%e5%9b%a2%e9%98%9f%ef%bc%9a%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%9e%b6%e6%9e%84%e5%a6%82%e4%bd%95%e7%82%92%e5%87%ba%e4%b8%80%e4%b8%aa","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=776369","title":{"rendered":"71.4K Star\u7684AI\u4ea4\u6613\u56e2\u961f\uff1a\u591a\u667a\u80fd\u4f53\u67b6\u6784\u5982\u4f55\u201c\u7092\u201d\u51fa\u4e00\u4e2a\u534e\u5c14\u8857"},"content":{"rendered":"

\"71.4K<\/p>\n

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2024\u5e7412\u670828\u65e5\uff0c\u4e00\u4e2a\u53ebTradingAgents\u7684\u9879\u76ee\u6084\u6084\u4e0a\u7ebf\u4e86GitHub\u3002<\/p>\n

\u6ca1\u6709\u53d1\u5e03\u4f1a\uff0c\u6ca1\u6709\u878d\u8d44<\/a>\u901a\u7a3f\uff0c\u6ca1\u6709\u5927V\u7ad9\u53f0\u3002\u53ea\u6709\u4e00\u7bc7\u6302\u5728arXiv\u4e0a\u7684\u5b66\u672f\u8bba\u6587\uff08\u7f16\u53f7 2412.20138\uff09\uff0c\u548c\u4e00\u4e2a\u521a\u5efa\u597d\u7684\u4ee3\u7801\u4ed3\u5e93\u3002\u80cc\u540e\u7684\u56e2\u961f\u53ebTauric Research\uff0c\u603b\u5171\u53ea\u6709\u4e09\u4e2a\u516c\u5f00\u4ed3\u5e93\uff0c\u793e\u4ea4\u8d26\u53f7\u7c89\u4e1d\u521a\u8fc7\u4e00\u5343\uff0c\u600e\u4e48\u770b\u90fd\u4e0d\u50cf\u4f1a\u641e\u51fa\u5927\u4e8b\u7684\u6837\u5b50\u3002<\/p>\n

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\"71.4K<\/p>\n

TradingAgents GitHub Star \u589e\u957f\u66f2\u7ebf\uff082024.12 – 2026.5\uff09<\/p>\n

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\uff08\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/TauricResearch\/TradingAgents\uff09<\/em><\/p>\n

\u4e00\u4e2a\u6295\u7814\u56e2\u961f\u7684\u6570\u5b57\u5316\u5206\u8eab<\/h2>\n

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TradingAgents\u505a\u7684\u4e8b\u60c5\uff0c\u5c31\u662f\u628a\u8fd9\u5957\u8fd0\u8f6c\u4e86\u51e0\u5341\u5e74\u7684\u4eba\u7c7b\u7ec4\u7ec7\u6d41\u7a0b\u7ffb\u8bd1\u6210AI Agent\u80fd\u6267\u884c\u7684\u4ee3\u7801<\/strong>\u3002\u5b83\u628a\u6574\u4e2a\u4ea4\u6613\u51b3\u7b56\u94fe\u8def\u62c6\u6210\u4e86\u56db\u5c42<\/strong>\uff0c\u6bcf\u5c42\u5bf9\u5e94\u4e00\u4e2a\u804c\u80fd\u56e2\u961f<\/strong>\u3002<\/p>\n

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\"71.4K<\/p>\n

\u56db\u7ef4\u5206\u6790\u5e08\u56e2\u961f\u8f93\u51fa\u793a\u4f8b\uff08\u4ee5Apple Inc.\u4e3a\u4f8b\uff09<\/p>\n

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\"71.4K<\/p>\n

\u591a\u7a7a\u7814\u7a76\u5458\u7ed3\u6784\u5316\u8fa9\u8bba\uff08\u5de6\u4fa7Bullish \/ \u53f3\u4fa7Bearish\uff09<\/p>\n

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\u8fd9\u4e2a\u8bbe\u8ba1\u5f88\u5173\u952e——\u51b3\u7b56\u7684\u53ef\u8ffd\u6eaf\u6027\u56e0\u6b64\u6709\u4e86\u4fdd\u969c<\/strong>\u3002\u6bcf\u4e00\u7b14\u4ea4\u6613\u4e3a\u4ec0\u4e48\u505a\u3001\u4f9d\u636e\u662f\u4ec0\u4e48\u3001\u8fa9\u8bba\u8fc7\u7a0b\u4e2d\u6709\u4ec0\u4e48\u5206\u6b67\u3001\u98ce\u63a7\u600e\u4e48\u8bc4\u4f30\u7684\uff0c\u5168\u94fe\u6761\u6e05\u6670\u53ef\u67e5<\/strong>\u3002<\/p>\n

\"71.4K<\/p>\n

\u4ea4\u6613\u5458\u6700\u7ec8\u51b3\u7b56\u8f93\u51fa\uff08BUY Apple Shares\uff09<\/p>\n

\u7b2c\u56db\u5c42\u662f\u98ce\u63a7\u4e0e\u6295\u8d44<\/a>\u7ec4\u5408\u7ecf\u7406\u3002<\/strong>\u98ce\u63a7\u56e2\u961f\u4ece\u6fc0\u8fdb\u3001\u4e2d\u6027\u3001\u4fdd\u5b88\u4e09\u4e2a\u7ef4\u5ea6<\/strong>\u8bc4\u4f30\u63d0\u6848\u7684\u98ce\u9669<\/a>\u655e\u53e3\uff0c\u628a\u8bc4\u4f30\u62a5\u544a\u4ea4\u7ed9\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\u505a\u6700\u7ec8\u88c1\u51b3<\/strong>\u3002\u7ecf\u7406\u6709\u6743\u6279\u51c6\u3001\u62d2\u7edd\u6216\u8005\u8c03\u6574\u65b9\u6848<\/strong>\u3002\u53ea\u6709\u7ecf\u8fc7\u5ba1\u6279\u7684\u4ea4\u6613\u6307\u4ee4<\/strong>\uff0c\u624d\u4f1a\u88ab\u53d1\u9001\u5230\u6a21\u62df\u4ea4\u6613\u6240\u6267\u884c\u3002<\/p>\n

\"71.4K<\/p>\n

\u98ce\u63a7\u4e09\u89d2\u8272\uff08Risky \/ Neutral \/ Safe\uff09\u4e0e\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\u6700\u7ec8\u88c1\u51b3<\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0c\u6574\u4e2a\u7cfb\u7edf\u7684\u63a8\u7406\u5f15\u64ce\u5d4c\u5165\u4e86\u6df1\u5ea6\u63a8\u7406\u80fd\u529b<\/strong>\u3002TradingAgents\u628a\u6df1\u5ea6\u63a8\u7406\u5d4c\u5165\u5230\u4e86\u7814\u7a76\u5458\u548c\u4ea4\u6613\u5458\u7684\u51b3\u7b56\u94fe\u8def\u4e2d\uff0c\u8ba9Agent\u5728\u8fa9\u8bba\u548c\u63d0\u6848\u9636\u6bb5\u80fd\u8fdb\u884c\u66f4\u6df1\u5c42\u6b21\u7684\u903b\u8f91\u63a8\u6f14<\/strong>\uff0c\u800c\u4e0d\u662f\u6d45\u5c42\u7684\u4fe1\u606f\u62fc\u63a5\u3002<\/p>\n

\"71.4K<\/p>\n

TradingAgents \u56db\u5c42\u67b6\u6784\u5168\u666f\u56fe<\/p>\n

\u4e3a\u4ec0\u4e48\u4e0d\u662f\u4e00\u4e2aAgent\u641e\u5b9a\u6240\u6709\u4e8b<\/h2>\n

\u770b\u5230\u8fd9\u91cc\uff0c\u6709\u4eba\u53ef\u80fd\u4f1a\u60f3\uff1a\u4e3a\u4ec0\u4e48\u4e0d\u76f4\u63a5\u627e\u4e00\u4e2a\u6700\u5f3a\u7684\u6a21\u578b\uff0c\u7ed9\u5b83\u8db3\u591f\u7684\u4e0a\u4e0b\u6587\uff0c\u8ba9\u5b83\u4e00\u53e3\u6c14\u5206\u6790\u5b8c\u6240\u6709\u7ef4\u5ea6\u7136\u540e\u7ed9\u4e2a\u7ed3\u8bba\uff1f\u8fd9\u4e2a\u60f3\u6cd5\u5f88\u76f4\u89c9\uff0c\u4f46\u5728\u91d1\u878d\u573a\u666f\u91cc\u6709\u51e0\u4e2a\u7ed5\u4e0d\u8fc7\u53bb\u7684\u95ee\u9898\u3002<\/p>\n

\u7b2c\u4e00\u4e2a\u662f\u4fe1\u606f\u8fc7\u8f7d<\/strong>\u3002\u4e00\u4e2a\u4e13\u4e1a\u7684\u91cf\u5316\u5206\u6790\u5e08\u6bcf\u5929\u8981\u5904\u7406\u8d22\u62a5\u6570\u636e\u3001\u5b8f\u89c2\u65b0\u95fb\u3001\u793e\u4ea4\u8206\u60c5\u3001\u6280\u672f\u6307\u6807\u3001\u8d44\u91d1\u6d41\u5411——\u591a\u7ef4\u5ea6\u4fe1\u606f\u540c\u65f6\u6d8c\u5165\uff0c\u5355\u4e00\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u518d\u5927<\/strong>\uff0c\u4e5f\u5f88\u96be\u5728\u4fdd\u8bc1\u8d28\u91cf\u7684\u524d\u63d0\u4e0b\u540c\u65f6\u5904\u7406\u6240\u6709\u4fe1\u606f\u3002<\/p>\n

\u7b2c\u4e8c\u4e2a\u662f\u89d2\u8272\u51b2\u7a81<\/strong>\u3002\u8ba9\u540c\u4e00\u4e2a\u6a21\u578b“\u540c\u65f6\u5206\u6790\u4e00\u53ea\u80a1\u7968\u7684\u591a\u7a7a\u4e24\u9762”\uff0c\u542c\u8d77\u6765\u5408\u7406\uff0c\u5b9e\u9645\u4e0a\u6a21\u578b\u5f88\u96be\u5728\u540c\u4e00\u8f6e\u63a8\u7406\u4e2d\u65e2\u5531\u591a\u53c8\u5531\u7a7a\uff0c\u8fd8\u80fd\u4fdd\u6301\u8bba\u8bc1\u7684\u72ec\u7acb\u6027<\/strong>\u3002\u8fd9\u5c31\u50cf\u8ba9\u4e00\u4e2a\u4eba\u81ea\u5df1\u8ddf\u81ea\u5df1\u8fa9\u8bba\uff0c\u600e\u4e48\u90fd\u89c9\u5f97\u5dee\u70b9\u610f\u601d\u3002<\/p>\n

\u7b2c\u4e09\u4e2a\u662f\u51b3\u7b56\u9ed1\u7bb1<\/strong>\u3002\u5355Agent\u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u7ed9\u51fa“\u4e70\u5165”\u5efa\u8bae\u65f6\uff0c\u4f60\u5f88\u96be\u8ffd\u6eaf\u8fd9\u4e2a\u7ed3\u8bba\u662f\u600e\u4e48\u6765\u7684\u3002\u800c\u591aAgent\u67b6\u6784\u5929\u7136\u63d0\u4f9b\u4e86\u51b3\u7b56\u5ba1\u8ba1\u94fe<\/strong>——\u6bcf\u4e00\u5c42\u8c01\u8bf4\u4e86\u4ec0\u4e48\u3001\u4f9d\u636e\u662f\u4ec0\u4e48\u3001\u8fa9\u8bba\u4e86\u51e0\u4e2a\u56de\u5408\u3001\u98ce\u63a7\u600e\u4e48\u8bc4\u4f30\u7684\uff0c\u5168\u90fd\u6709\u636e\u53ef\u67e5\u3002<\/p>\n

TradingAgents\u7684\u89e3\u6cd5\u5f88\u76f4\u63a5\uff1a\u628a\u4e00\u4e2a\u5927\u95ee\u9898\u62c6\u6210\u591a\u4e2a\u5c0f\u95ee\u9898<\/strong>\uff0c\u6bcf\u4e2a\u5c0f\u95ee\u9898\u7531\u4e00\u4e2a“\u4e13\u5bb6”<\/strong>\u8d1f\u8d23\uff0c\u4e13\u5bb6\u4e4b\u95f4\u901a\u8fc7\u7ed3\u6784\u5316\u7684\u5bf9\u6297\u673a\u5236<\/strong>\u6765\u6821\u51c6\u504f\u5dee\uff0c\u6700\u7ec8\u7531\u51b3\u7b56\u5c42\u505a\u7efc\u5408\u5224\u65ad<\/strong>\u3002<\/p>\n

\u8fd9\u4e0d\u662f\u4ec0\u4e48\u65b0\u9c9c\u53d1\u660e\u3002\u534e\u5c14\u8857\u7684\u9876\u7ea7\u57fa\u91d1\u4e00\u76f4\u90fd\u662f\u8fd9\u4e48\u8fd0\u8f6c\u7684——\u90e8\u95e8\u5206\u5de5\u3001\u4e13\u4e1a\u5bf9\u6297\u3001\u5c42\u5c42\u590d\u6838<\/strong>\u3002TradingAgents\u505a\u7684\uff0c\u53ea\u662f\u628a\u8fd9\u4e2a\u4eba\u7c7b\u6d41\u7a0b\u7ffb\u8bd1\u6210\u4e86\u673a\u5668\u80fd\u6267\u884c\u7684\u4ee3\u7801\u3002\u771f\u6b63\u806a\u660e\u7684\u4e0d\u662f\u67b6\u6784\u672c\u8eab\uff0c\u800c\u662f\u5b83\u9009\u5bf9\u4e86\u6a21\u4eff\u5bf9\u8c61\uff1a\u4e0d\u662f\u6a21\u62df\u4e00\u4e2a\u4ea4\u6613\u5458\u7684\u601d\u7ef4\uff0c\u800c\u662f\u6a21\u62df\u4e00\u5957\u4ea4\u6613\u7ec4\u7ec7\u7684\u8fd0\u4f5c\u673a\u5236<\/strong>\u3002<\/p>\n

\u4e0a\u624b\u4f53\u9a8c\uff1a\u4e00\u884c\u547d\u4ee4\u8dd1\u8d77\u6765<\/h2>\n

TradingAgents\u7684\u4e0a\u624b\u95e8\u69db\uff0c\u8bf4\u4e00\u53e5“\u51e0\u4e4e\u4e3a\u96f6<\/strong>”\u4e0d\u8fc7\u5206\u3002<\/p>\n

\u5b89\u88c5\u5c31\u4e09\u6b65<\/strong>\uff1a\u514b\u9686\u4ed3\u5e93\uff0c\u5efaPython\u865a\u62df\u73af\u5883\uff0c\u8fd0\u884c\u5b89\u88c5\u547d\u4ee4\u3002\u5b8c\u4e86\u3002\u914d\u597d\u4efb\u610f\u4e00\u4e2a\u4e3b\u6d41\u5927\u6a21\u578b\u7684API Key\u4e4b\u540e\uff0c\u542f\u52a8\u4ea4\u4e92\u5f0f\u547d\u4ee4\u884c\uff0c\u5c31\u80fd\u770b\u5230\u4e00\u4e2a\u914d\u7f6e\u754c\u9762——\u9009\u62e9\u80a1\u7968\u4ee3\u7801\u3001\u5206\u6790\u65e5\u671f\u3001\u6a21\u578b\u63d0\u4f9b\u5546\u3001\u8fa9\u8bba\u8f6e\u6570\u8fd9\u4e9b\u53c2\u6570\u3002\u9009\u597d\u4e4b\u540e\u56de\u8f66\uff0c\u5404\u4e2aAgent\u5c31\u5f00\u59cb\u6309\u6d41\u7a0b\u8dd1\u8d77\u6765\u4e86\uff1a<\/strong><\/p>\n

\"71.4K<\/p>\n

\u6a21\u578b\u652f\u6301\u65b9\u9762\u76f8\u5f53\u5927\u65b9\u3002OpenAI<\/a>\u7684GPT\u7cfb\u5217<\/strong>\u3001Google\u7684Gemini<\/strong>\u3001Anthropic\u7684Claude<\/strong>\u3001xAI\u7684Grok<\/strong>\u3001DeepSeek<\/strong>\u3001\u963f\u91cc\u901a\u4e49\u5343\u95ee\u3001\u667a\u8c31GLM\uff0c\u751a\u81f3\u7528Ollama\u5728\u672c\u5730\u8dd1\u5f00\u6e90\u6a21\u578b\u90fd\u884c\u3002\u4f01\u4e1a\u7ea7\u7528\u6237\u8fd8\u80fd\u63a5\u5165Azure OpenAI\u548cAWS Bedrock\u3002\u4e00\u5957\u5de5\u5382\u6a21\u5f0f\u7684Provider\u67b6\u6784<\/strong>\u8ba9\u5207\u6362\u6a21\u578b\u53d8\u5f97\u5f88\u7b80\u5355\uff0c\u6bcf\u4e2aProvider\u7684\u539f\u751f\u7ed3\u6784\u5316\u8f93\u51fa\u65b9\u5f0f\u88ab\u81ea\u52a8\u9002\u914d——\u6bd4\u5982OpenAI\u8d70JSON Schema\uff0cAnthropic\u8d70\u5de5\u5177\u8c03\u7528\uff0c\u5176\u4ed6\u517c\u5bb9Provider\u8d70\u51fd\u6570\u8c03\u7528\u3002\u8fd9\u4e5f\u610f\u5473\u7740\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u6210\u672c\u548c\u6027\u80fd\u7075\u6d3b\u9009\u62e9\u6a21\u578b<\/strong>\uff0c\u4fbf\u5b9c\u7684\u4efb\u52a1\u7528\u5c0f\u6a21\u578b\uff0c\u590d\u6742\u7684\u63a8\u7406\u7528\u5927\u6a21\u578b\u3002<\/p>\n

\u7b80\u5355\u8bf4\uff0c\u53ea\u8981\u6709\u4efb\u610f\u4e00\u4e2a\u4e3b\u6d41\u5927\u6a21\u578b\u7684API Key\u5c31\u80fd\u8dd1\u3002\u4e0d\u9700\u8981GPU\uff0c\u4e0d\u9700\u8981\u8bad\u7ec3\u6a21\u578b\uff0c\u4e0d\u9700\u8981\u6807\u6ce8\u6570\u636e<\/strong>\u3002<\/p>\n

\u60f3\u7528Python\u76f4\u63a5\u8c03\u7528\u4e5f\u5f88\u65b9\u4fbf\u3002\u6838\u5fc3\u5c31\u662f\u521d\u59cb\u5316\u4e00\u4e2a\u56fe\u5bf9\u8c61\uff0c\u4f20\u5165\u80a1\u7968\u4ee3\u7801\u548c\u5206\u6790\u65e5\u671f\uff0c\u7cfb\u7edf\u81ea\u52a8\u8dd1\u5b8c\u56db\u5c42\u6d41\u7a0b\u8fd4\u56de\u4ea4\u6613\u51b3\u7b56\u3002\u4f60\u8fd8\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5404\u79cd\u53c2\u6570——\u6bd4\u5982\u7528\u5927\u6a21\u578b\u505a\u6df1\u5ea6\u63a8\u7406\u3001\u5c0f\u6a21\u578b\u505a\u5feb\u901f\u4efb\u52a1\uff0c\u63a7\u5236\u8fa9\u8bba\u8f6e\u6570\uff0c\u8c03\u6574\u98ce\u9669\u504f\u597d\u7b49\u7b49\u3002<\/p>\n

v0.2.4\u7248\u672c\u52a0\u4e86\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u529f\u80fd\uff1a\u51b3\u7b56\u8bb0\u5fc6<\/strong>\u3002\u6bcf\u6b21\u5206\u6790\u5b8c\u6210\u540e\uff0c\u51b3\u7b56\u7ed3\u679c\u4f1a\u81ea\u52a8\u8bb0\u5f55\u5230\u672c\u5730\u65e5\u5fd7\u6587\u4ef6\u4e2d\u3002\u4e0b\u6b21\u5206\u6790\u540c\u4e00\u53ea\u80a1\u7968\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8c03\u53d6\u5386\u53f2\u51b3\u7b56<\/strong>\uff0c\u5bf9\u6bd4\u5b9e\u9645\u6536\u76ca<\/strong>——\u5305\u62ec\u76f8\u5bf9\u6807\u666e500\u7684Alpha\u6536\u76ca<\/strong>——\u7136\u540e\u751f\u6210\u4e00\u6bb5\u53cd\u601d<\/strong>\uff1a“\u4e0a\u6b21\u4e3a\u4ec0\u4e48\u5bf9\u4e86”“\u4e0a\u6b21\u4e3a\u4ec0\u4e48\u9519\u4e86”\u3002\u8fd9\u4e9b\u7ecf\u9a8c\u4f1a\u88ab\u6ce8\u5165\u5230\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\u7684\u51b3\u7b56prompt\u4e2d\uff0c\u8ba9\u6bcf\u6b21\u5206\u6790\u90fd\u7ad9\u5728\u4e0a\u4e00\u6b21\u7684\u80a9\u8180\u4e0a\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740TradingAgents\u4e0d\u518d\u662f\u6bcf\u6b21\u4ece\u96f6\u5f00\u59cb\u7684“\u65e0\u8111\u673a\u5668\u4eba”\u3002\u5b83\u5177\u5907\u4e86\u67d0\u79cd\u5f62\u5f0f\u7684\u7ecf\u9a8c\u79ef\u7d2f\u80fd\u529b<\/strong>\uff0c\u5206\u6790\u5f97\u8d8a\u591a\uff0c\u6c89\u6dc0\u7684\u7ecf\u9a8c\u8d8a\u4e30\u5bcc<\/strong>\u3002<\/p>\n

\u65b0\u7248\u8fd8\u652f\u6301\u65ad\u70b9\u7eed\u8dd1<\/strong>\u3002LangGraph<\/strong>\u5728\u6bcf\u4e2a\u8282\u70b9\u4fdd\u5b58\u72b6\u6001\uff0c\u54ea\u6015\u8dd1\u4e00\u534a\u7a0b\u5e8f\u5d29\u4e86\u6216\u8005\u7f51\u7edc\u65ad\u4e86\uff0c\u4e0b\u6b21\u542f\u52a8\u4e5f\u80fd\u4ece\u4e0a\u6b21\u7684\u65ad\u70b9\u81ea\u52a8\u6062\u590d<\/strong>\uff0c\u4e0d\u7528\u91cd\u5934\u518d\u6765\u3002\u5bf9\u4e8e\u4e00\u5957\u8dd1\u4e0b\u6765\u53ef\u80fd\u6d88\u8017\u4e0d\u5c11Token\u7684\u5206\u6790\u6d41\u7a0b\u6765\u8bf4\uff0c\u8fd9\u4e2a\u529f\u80fd\u76f8\u5f53\u5b9e\u7528\u3002<\/p>\n

\u53e6\u5916\u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4ef7\u503c\uff1a\u6574\u4e2a\u5206\u6790\u6846\u67b6\u662f\u767d\u76d2<\/strong>\u7684\u3002\u4ece\u5206\u6790\u5e08\u7684\u6570\u636e\u8f93\u5165\uff0c\u5230\u7814\u7a76\u5458\u7684\u591a\u7a7a\u8fa9\u8bba\uff0c\u518d\u5230\u4ea4\u6613\u5458\u7684\u63d0\u6848\u548c\u98ce\u63a7\u7684\u8bc4\u4f30\uff0c\u5168\u8fc7\u7a0b\u6709\u5b8c\u6574\u65e5\u5fd7\u8f93\u51fa<\/strong>\u3002\u4f60\u53ef\u4ee5\u6e05\u695a\u5730\u770b\u5230\u6bcf\u4e2aAgent\u7684\u63a8\u7406\u8fc7\u7a0b\u548c\u51b3\u7b56\u4f9d\u636e\uff0c\u8fd9\u6bd4\u5927\u591a\u6570\u9ed1\u7bb1\u91cf\u5316\u7cfb\u7edf\u900f\u660e\u5f97\u591a<\/strong>\u3002\u5bf9\u4e8e\u505a\u91cf\u5316\u7814\u7a76\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u79cd\u900f\u660e\u5ea6\u672c\u8eab\u5c31\u5f88\u6709\u4ef7\u503c\u3002<\/p>\n

\u66f4\u5927\u7684\u56fe\u666f\uff1a\u5782\u76f4\u667a\u80fd\u4f53\u6b63\u5728\u5403\u6389\u901a\u7528\u6846\u67b6<\/h2>\n

TradingAgents\u80fd\u5728GitHub\u4e0a\u70b8\u51fa\u8fd9\u6837\u7684\u70ed\u5ea6\uff0c\u4e0d\u53ea\u662f\u4e00\u4e2a\u9879\u76ee\u706b\u4e86\u8fd9\u4e48\u7b80\u5355\uff0c\u80cc\u540e\u662f\u884c\u4e1a\u8d8b\u52bf\u7684\u5171\u632f\u3002<\/p>\n

2026\u5e743\u6708\uff0c\u82f1\u4f1f\u8fbe<\/strong>\u53d1\u5e03\u4e86\u4e00\u4efd\u300a\u91d1\u878d\u670d\u52a1\u4e1a\u7684\u4eba\u5de5\u667a\u80fd<\/a>\u73b0\u72b6\uff1a2026\u5e74\u8d8b\u52bf\u300b<\/strong>\uff08State of AI in Financial Services: 2026 Trends\uff09\u62a5\u544a\uff0c\u8c03\u7814\u4e86\u5168\u7403800\u591a\u4f4d\u91d1\u878d\u4ece\u4e1a\u8005\u3002\u62a5\u544a\u91cc\u6709\u51e0\u4e2a\u6570\u636e\u633a\u80fd\u8bf4\u660e\u95ee\u9898\uff1a65%\u7684\u91d1\u878d\u673a\u6784\u5df2\u7ecf\u5728\u79ef\u6781\u4f7f\u7528AI<\/strong>\uff0c\u6bd4\u53bb\u5e74\u768445%\u5927\u5e45\u8df3\u5347\uff1b89%\u7684\u673a\u6784\u8868\u793aAI\u540c\u65f6\u5e26\u6765\u4e86\u6536\u5165\u589e\u957f\u548c\u6210\u672c\u4e0b\u964d<\/strong>\uff1b64%\u7684\u53d7\u8bbf\u8005\u8868\u793aAI\u5e2e\u52a9\u5e74\u6536\u5165\u589e\u957f\u8d85\u8fc75%\uff0c\u5176\u4e2d29%\u7684\u4eba\u8868\u793a\u589e\u957f\u8d85\u8fc710%\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c42%\u7684\u673a\u6784\u6b63\u5728\u4f7f\u7528\u6216\u8bc4\u4f30Agentic AI<\/strong>\uff0c\u5176\u4e2d21%\u5df2\u7ecf\u5b9e\u9645\u90e8\u7f72\u4e86AI\u667a\u80fd\u4f53<\/strong>\u3002<\/p>\n

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\u518d\u770b\u5f00\u6e90\u793e\u533a\u7684\u8d8b\u52bf\u30022024\u5e74GitHub\u8d8b\u52bf\u699c\u7684\u5e38\u5ba2\u662fLangChain\u3001CrewAI<\/strong>\u8fd9\u7c7b\u901a\u7528\u7f16\u6392\u6846\u67b6\u3002\u4f46\u5230\u4e862026\u5e744\u6708\u5e955\u6708\u521d\uff0cTradingAgents\u4e00\u4e2a\u91d1\u878d\u5782\u76f4\u9879\u76ee\u5c31\u628a\u5b83\u4eec\u6324\u51fa\u4e86\u524d20<\/strong>\u3002\u540c\u671f\u4e0a\u699c\u7684\u8fd8\u6709\u4e13\u6ce8\u81ea\u4e3b\u91d1\u878d\u7814\u7a76\u7684Dexter<\/strong>\u3001\u505a\u7f51\u7edc\u8c03\u67e5\u7684Maigret\u7b49\u5782\u76f4\u9886\u57df\u9879\u76ee\uff0c\u6574\u4e2a\u699c\u5355\u524d20\u627e\u4e0d\u5230\u4e00\u4e2a\u901a\u7528\u7f16\u6392\u6846\u67b6\u7684\u4f4d\u7f6e<\/strong>\u3002<\/p>\n

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TradingAgents\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u4e0d\u662f\u5b83\u7684\u591a\u667a\u80fd\u4f53\u67b6\u6784<\/strong>\u6709\u591a\u7cbe\u5999\uff0c\u800c\u662f\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u3001\u53ef\u4ee5\u76f4\u63a5\u6295\u5165\u7814\u7a76\u4f7f\u7528\u7684\u91d1\u878d\u5206\u6790\u7cfb\u7edf<\/strong>\u3002\u7ed3\u6784\u5316\u7684\u591a\u7a7a\u8fa9\u8bba\u673a\u5236<\/strong>\u3001\u5e26\u8bb0\u5fc6\u7684\u51b3\u7b56\u7cfb\u7edf<\/strong>\u3001\u900f\u660e\u7684\u5206\u6790\u65e5\u5fd7<\/strong>——\u8fd9\u4e9b\u624d\u662f\u771f\u6b63\u6784\u6210\u58c1\u5792\u7684\u4e1c\u897f\uff0c\u4e5f\u662f\u901a\u7528\u6846\u67b6\u5f00\u7bb1\u5373\u7528\u63d0\u4f9b\u4e0d\u4e86\u7684\u80fd\u529b\u3002<\/p>\n

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\u4f46\u5b83\u786e\u5b9e\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a\u591aAgent\u7cfb\u7edf\u5728\u91d1\u878d\u5206\u6790\u573a\u666f\u4e2d\u7684\u53ef\u884c\u6027<\/strong>\uff0c\u5df2\u7ecf\u4ece\u5b66\u672f\u6982\u5ff5\u8d70\u5411\u4e86\u5de5\u7a0b\u5b9e\u8df5<\/strong>\u3002\u4ece“\u80fd\u4e0d\u80fd\u505a”\u8fdb\u5165\u4e86“\u600e\u4e48\u505a\u66f4\u597d”\u7684\u9636\u6bb5<\/strong>\u3002<\/p>\n

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