{"id":4053,"date":"2026-05-20T07:13:00","date_gmt":"2026-05-19T23:13:00","guid":{"rendered":"https:\/\/laoyulaoyu.com\/?p=4053"},"modified":"2026-05-12T21:13:18","modified_gmt":"2026-05-12T13:13:18","slug":"%e5%bd%93%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93ai%e9%81%87%e4%b8%8aa%e8%82%a1%ef%bc%9atradingagents%e4%b8%ad%e6%96%87%e5%a2%9e%e5%bc%ba%e7%89%88%e5%85%a8%e6%8b%86%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/05\/20\/%e5%bd%93%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93ai%e9%81%87%e4%b8%8aa%e8%82%a1%ef%bc%9atradingagents%e4%b8%ad%e6%96%87%e5%a2%9e%e5%bc%ba%e7%89%88%e5%85%a8%e6%8b%86%e8%a7%a3\/","title":{"rendered":"\u5f53\u591a\u667a\u80fd\u4f53AI\u9047\u4e0aA\u80a1\uff1aTradingAgents\u4e2d\u6587\u589e\u5f3a\u7248\u5168\u62c6\u89e3"},"content":{"rendered":"\n<p>\u4f5c \u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1021\" height=\"286\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184724.png\" alt=\"\" class=\"wp-image-4054\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184724.png 1021w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184724-300x84.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184724-768x215.png 768w\" sizes=\"(max-width: 1021px) 100vw, 1021px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"wp-block-verse\"><strong>\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u4eca\u5929\u91cd\u70b9\u7ed9\u5927\u5bb6\u62c6\u89e3 TradingAgents-CN\uff1a<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u5b83\u662f\u539f\u7248TradingAgents\u7684\u4e2d\u6587\u589e\u5f3a\u7248\uff0c\u4e13\u95e8\u9488\u5bf9A\u80a1\/\u6e2f\u80a1\u505a\u4e86\u9002\u914d<\/mark>\uff0c\u56fd\u4ea7\u6a21\u578bDeepSeek\u3001Qwen\u3001GLM\u5168\u8986\u76d6\uff0c\u8fd8\u6709Windows\u7eff\u8272\u7248\u4e00\u952e\u542f\u52a8\u3002\u6211\u4ece\u67b6\u6784\u5347\u7ea7\u3001A\u80a1\u9002\u914d\u3001\u90e8\u7f72\u65b9\u5f0f\u5230\u4ee3\u7801\u5b9e\u6218\uff0c\u4e00\u7bc7\u8bb2\u900f\u3002<\/pre>\n<\/blockquote>\n\n\n\n<p>\u5927\u5bb6\u597d\uff0c\u4e0a\u6b21\u7ed9\u5927\u5bb6\u62c6\u89e3\u4e86 TradingAgents \u539f\u7248\u6846\u67b6\uff0c\u5f88\u591a\u670b\u53cb\u8ddf\u6211\u8bf4\uff1a<strong>A\u80a1\u80fd\u7528\u5417\uff1f\u56fd\u5185\u6a21\u578b\u652f\u6301\u5417\uff1f\u6709\u6ca1\u6709\u4e2d\u6587\u754c\u9762\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u4e0a\u6b21\u7684\u6587\uff1a<a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzkzNzY0NjIyNQ==&amp;mid=2247493282&amp;idx=1&amp;sn=9f94e42f5e101194c71b62c8f708d005&amp;scene=21#wechat_redirect\" rel=\"noreferrer noopener\">\u4e3a\u4ec0\u4e48\u4f60\u7684AI\u4ea4\u6613\u7cfb\u7edf\u603b&#8221;\u8e29\u5751&#8221;\uff1f\u56db\u6b65\u6559\u4f60\u642d\u5efa\u4e13\u4e1a\u7684\u591a\u667a\u80fd\u4f53\u6846\u67b6<\/a><\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e9b\u95ee\u9898\u95ee\u5f97\u592a\u5bf9\u4e86\u3002\u539f\u7248 TradingAgents \u867d\u7136\u67b6\u6784\u8bbe\u8ba1\u5f88\u725b\uff0c\u4f46\u8bf4\u5b9e\u8bdd\uff0c\u5b83\u9ed8\u8ba4\u7684\u6570\u636e\u6e90\u662f\u7f8e\u80a1\u7684\uff0c\u754c\u9762\u662f\u82f1\u6587\u7684\uff0c\u6a21\u578b\u4e5f\u662f OpenAI \u4f18\u5148\uff0c\u5bf9\u56fd\u5185\u7528\u6237\u6765\u8bf4\uff0c\u95e8\u69db\u786e\u5b9e\u4e0d\u4f4e\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u4eca\u5929\uff0c\u8001\u4f59\u91cd\u70b9\u7ed9\u5927\u5bb6\u8bb2&nbsp;<strong>TradingAgents-CN<\/strong>\u2014\u2014\u5b83\u662f\u539f\u7248\u7684\u4e2d\u6587\u589e\u5f3a\u7248\uff0c\u4e13\u95e8\u9488\u5bf9\u56fd\u5185\u7528\u6237\u505a\u4e86\u4e09\u4ef6\u5927\u4e8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6e90\u9002\u914d<\/strong>\uff1a\u4ece\u7eaf\u7f8e\u80a1\u6269\u5c55\u5230 A\u80a1\/\u6e2f\u80a1\/\u7f8e\u80a1\u4e09\u5e02\u573a\uff0c\u96c6\u6210\u4e86 Tushare\u3001AkShare \u7b49\u56fd\u5185\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n<li><strong>\u56fd\u4ea7\u6a21\u578b\u4f18\u5148<\/strong>\uff1aDeepSeek\u3001Qwen\uff08\u767e\u70bc\uff09\u3001GLM\uff08\u667a\u8c31\uff09\u3001\u5343\u5e06\u5168\u8986\u76d6\uff0c60+\u6a21\u578b\u53ef\u9009\u3002<\/li>\n\n\n\n<li><strong>\u6280\u672f\u6808\u5347\u7ea7<\/strong>\uff1a\u4ece Streamlit \u5347\u7ea7\u5230 FastAPI+Vue3 \u4f01\u4e1a\u7ea7\u67b6\u6784\uff0cMongoDB+Redis \u53cc\u6570\u636e\u5e93\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u7136\uff0c\u539f\u7248\u5e95\u5ea7\u4e5f\u6ca1\u95f2\u7740\uff0cv0.2.5 \u521a\u53d1\u5e03\u4e86\u4e00\u6ce2\u91cd\u8981\u66f4\u65b0\uff0c\u8001\u4f59\u4e5f\u4f1a\u4e00\u5e76\u8bb2\u5230\u3002\u4e0b\u9762\u6b63\u5f0f\u5f00\u59cb\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001\u539f\u7248\u5f88\u5f3a\uff0c\u4f46\u56fd\u5185\u7528\u6237\u7528\u7740\u771f\u8d39\u52b2<\/strong><\/h2>\n\n\n\n<p>\u5148\u8bf4\u6e05\u695a\uff0c\u539f\u7248 TradingAgents \u5728 GitHub \u4e0a\u62ff\u4e86 7.4 \u4e07+ \u661f\u6807\uff0c\u67b6\u6784\u8bbe\u8ba1\u786e\u5b9e\u5389\u5bb3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/HHYz8acbMAAB-y9-1024x683.jpg\" alt=\"\" class=\"wp-image-4061\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/HHYz8acbMAAB-y9-1024x683.jpg 1024w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/HHYz8acbMAAB-y9-300x200.jpg 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/HHYz8acbMAAB-y9-768x512.jpg 768w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/HHYz8acbMAAB-y9.jpg 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4f46\u4f60\u5982\u679c\u771f\u53bb\u8dd1\u4e00\u904d\uff0c\u5c31\u4f1a\u53d1\u73b0\u51e0\u4e2a\u5f88\u73b0\u5b9e\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<p><strong>\u7b2c\u4e00\uff0c\u6570\u636e\u6e90\u5168\u662f\u7f8e\u56fd\u7684\u3002<\/strong>Alpha Vantage\u3001Finnhub \u8fd9\u4e9b\u6570\u636e\u6e90\uff0c\u5206\u6790\u7f8e\u80a1\u6ca1\u95ee\u9898\uff0c\u4f46\u4f60\u8ba9\u5b83\u5206\u6790\u8d35\u5dde\u8305\u53f0\u6216\u8005\u6bd4\u4e9a\u8fea\uff0c\u5b83\u8fde\u80a1\u7968\u4ee3\u7801\u90fd\u8ba4\u4e0d\u5168\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e8c\uff0c\u6a21\u578b\u4e3b\u8981\u9762\u5411\u6d77\u5916\u3002<\/strong>\u9ed8\u8ba4\u7528 OpenAI\uff0c\u867d\u7136\u4e5f\u52a0\u4e86 DeepSeek\u3001Qwen \u7684\u652f\u6301\uff0c\u4f46\u914d\u7f6e\u8d77\u6765\u8981\u7ffb\u6765\u8986\u53bb\u770b\u6587\u6863\uff0c\u4f53\u9a8c\u4e0d\u591f\u53cb\u597d\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u4e09\uff0c\u754c\u9762\u5168\u82f1\u6587\u3002<\/strong>CLI \u4ea4\u4e92\u754c\u9762\u5168\u662f\u82f1\u6587\u63d0\u793a\uff0c\u5bf9\u5f88\u591a\u56fd\u5185\u7528\u6237\u6765\u8bf4\uff0c\u4e0a\u624b\u7684\u7b2c\u4e00\u6b65\u5c31\u88ab\u529d\u9000\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u7b2c\u56db\uff0c\u6280\u672f\u6808\u592a\u8f7b\u3002<\/strong>\u539f\u7248\u7528\u7684\u662f Streamlit \u505a\u754c\u9762\uff0c\u5355\u7528\u6237\u5355\u8fdb\u7a0b\uff0c\u4f60\u8981\u662f\u60f3\u56e2\u961f\u534f\u4f5c\u3001\u6279\u91cf\u5206\u6790\u3001\u6743\u9650\u7ba1\u7406\uff0c\u57fa\u672c\u505a\u4e0d\u5230\u3002<\/p>\n\n\n\n<p>TradingAgents-CN \u5c31\u662f\u6765\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u3002\u5b83\u4e0d\u662f\u7b80\u5355\u7ffb\u8bd1\u4e00\u4e0b\u754c\u9762\u5c31\u5b8c\u4e8b\uff0c\u800c\u662f\u4ece\u6570\u636e\u5c42\u3001\u6a21\u578b\u5c42\u3001\u67b6\u6784\u5c42\u4e09\u4e2a\u7ef4\u5ea6\u505a\u4e86\u6df1\u5ea6\u6539\u9020\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u8001\u4f59\u8bf4<\/strong><br>\u5982\u679c\u628a\u539f\u7248 TradingAgents \u6bd4\u4f5c\u4e00\u8f86\u6027\u80fd\u5f88\u5f3a\u7684\u8fdb\u53e3\u8f66\uff0c\u90a3 TradingAgents-CN \u5c31\u662f\u5728\u8fd9\u8f86\u8f66\u7684\u57fa\u7840\u4e0a\uff0c\u6362\u4e86\u56fd\u5185\u80fd\u52a0\u7684\u6cb9\u3001\u88c5\u4e86\u4e2d\u6587\u5bfc\u822a\u3001\u8c03\u4e86\u9002\u5408\u56fd\u5185\u9053\u8def\u7684\u60ac\u6302\u2014\u2014\u6838\u5fc3\u67b6\u6784\u6ca1\u53d8\uff0c\u4f46\u5f00\u8d77\u6765\u987a\u624b\u591a\u4e86\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001\u6280\u672f\u6808\u5927\u5347\u7ea7\uff1a\u4ece\u8f7b\u91cf\u539f\u578b\u5230\u4f01\u4e1a\u7ea7\u67b6\u6784<\/strong><\/h2>\n\n\n\n<p>\u8fd9\u662f TradingAgents-CN \u505a\u7684\u6700\u5927\u7684\u6539\u52a8\uff0c\u4e5f\u662f\u5b83\u548c\u539f\u7248\u62c9\u5f00\u5dee\u8ddd\u7684\u5730\u65b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u524d\u540e\u7aef\u5206\u79bb\uff0c\u6027\u80fd\u62c9\u6ee1<\/strong><\/h3>\n\n\n\n<p>\u539f\u7248\u7528 Streamlit \u505a\u754c\u9762\uff0c\u597d\u5904\u662f\u5f00\u53d1\u5feb\uff0c\u574f\u5904\u662f\uff1a\u5b83\u672c\u8d28\u4e0a\u5c31\u662f\u4e2a\u5355\u7528\u6237\u7684\u6570\u636e\u5c55\u793a\u5de5\u5177\uff0c\u4e0d\u652f\u6301\u5e76\u53d1\u3001\u4e0d\u652f\u6301\u591a\u4eba\u534f\u4f5c\u3001\u4e0d\u652f\u6301 API \u8c03\u7528\u3002<\/p>\n\n\n\n<p>TradingAgents-CN \u76f4\u63a5\u628a\u6574\u4e2a\u6280\u672f\u6808\u6362\u4e86\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u7ef4\u5ea6<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u539f\u7248 TradingAgents<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>TradingAgents-CN<\/strong><\/th><\/tr><tr><td><strong>\u540e\u7aef\u6846\u67b6<\/strong><\/td><td>Streamlit\uff08\u5355\u8fdb\u7a0b\uff09<\/td><td>FastAPI\uff08\u9ad8\u5e76\u53d1 RESTful API\uff09<\/td><\/tr><tr><td><strong>\u524d\u7aef\u6846\u67b6<\/strong><\/td><td>Streamlit \u5185\u7f6e\u7ec4\u4ef6<\/td><td>Vue 3 + Vite + Element Plus<\/td><\/tr><tr><td><strong>\u6570\u636e\u5e93<\/strong><\/td><td>SQLite\uff08\u5355\u6587\u4ef6\uff09<\/td><td>MongoDB + Redis\uff08\u53cc\u6570\u636e\u5e93\uff09<\/td><\/tr><tr><td><strong>\u5b9e\u65f6\u901a\u4fe1<\/strong><\/td><td>\u8f6e\u8be2\u5237\u65b0<\/td><td>SSE + WebSocket \u53cc\u901a\u9053\u63a8\u9001<\/td><\/tr><tr><td><strong>\u7528\u6237\u7ba1\u7406<\/strong><\/td><td>\u65e0<\/td><td>\u591a\u7ea7\u89d2\u8272 + \u7cbe\u7ec6\u6743\u9650\u63a7\u5236<\/td><\/tr><tr><td><strong>\u90e8\u7f72\u67b6\u6784<\/strong><\/td><td>\u5355\u673a CLI<\/td><td>Docker \u591a\u67b6\u6784\uff08amd64 + arm64\uff09<\/td><\/tr><tr><td><strong>\u62a5\u544a\u5bfc\u51fa<\/strong><\/td><td>\u63a7\u5236\u53f0\u6587\u672c<\/td><td>Markdown \/ Word \/ PDF \u591a\u683c\u5f0f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"799\" height=\"317\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184320.png\" alt=\"\" class=\"wp-image-4060\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184320.png 799w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184320-300x119.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512184320-768x305.png 768w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/><\/figure>\n\n\n\n<p>\u51e0\u4e2a\u5173\u952e\u6539\u52a8\u89e3\u91ca\u4e00\u4e0b\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>FastAPI \u540e\u7aef\u2014\u2014\u9ad8\u5e76\u53d1 API \u670d\u52a1<\/strong><\/h4>\n\n\n\n<p>FastAPI \u662f\u76ee\u524d Python \u751f\u6001\u91cc\u6027\u80fd\u6700\u9ad8\u7684 Web \u6846\u67b6\u4e4b\u4e00\uff0c\u539f\u751f\u652f\u6301\u5f02\u6b65\u3001\u81ea\u52a8\u751f\u6210 API \u6587\u6863\u3002\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u628a TradingAgents-CN \u4f5c\u4e3a\u4e00\u4e2a\u5fae\u670d\u52a1\u90e8\u7f72\uff0c\u5176\u4ed6\u7cfb\u7edf\u901a\u8fc7 API \u8c03\u7528\u5206\u6790\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u53ea\u80fd\u4e00\u4e2a\u4eba\u5728\u547d\u4ee4\u884c\u91cc\u73a9\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>MongoDB + Redis\u2014\u2014\u6570\u636e\u6301\u4e45\u5316\u548c\u9ad8\u901f\u7f13\u5b58\u5206\u79bb<\/strong><\/h4>\n\n\n\n<p>\u5206\u6790\u7ed3\u679c\u3001\u7528\u6237\u6570\u636e\u3001\u5386\u53f2\u51b3\u7b56\u8fd9\u4e9b\u9700\u8981\u957f\u671f\u4fdd\u5b58\u7684\u653e MongoDB\uff1b\u5b9e\u65f6\u884c\u60c5\u3001\u4f1a\u8bdd\u72b6\u6001\u3001\u7f13\u5b58\u6570\u636e\u8fd9\u4e9b\u9700\u8981\u5feb\u901f\u8bfb\u5199\u7684\u653e Redis\u3002\u8fd9\u79cd\u5206\u79bb\u67b6\u6784\u5728\u5927\u89c4\u6a21\u4f7f\u7528\u65f6\u6027\u80fd\u4f18\u52bf\u975e\u5e38\u660e\u663e\uff0c\u5b98\u65b9\u8bf4\u6bd4\u539f\u6765\u63d0\u5347\u4e8610\u500d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>SSE + WebSocket\u2014\u2014\u5206\u6790\u8fdb\u5ea6\u5b9e\u65f6\u63a8\u9001<\/strong><\/h4>\n\n\n\n<p>\u591a\u667a\u80fd\u4f53\u7684\u5206\u6790\u8fc7\u7a0b\u6bd4\u8f83\u957f\uff085-25\u5206\u949f\uff09\uff0c\u4f60\u80af\u5b9a\u4e0d\u60f3\u76ef\u7740\u5c4f\u5e55\u5e72\u7b49\u3002CN \u7248\u7528\u4e86 SSE\uff08Server-Sent Events\uff09\u548c WebSocket \u53cc\u901a\u9053\uff0c\u5206\u6790\u5230\u54ea\u4e00\u6b65\u4e86\u3001\u54ea\u4e2a\u667a\u80fd\u4f53\u5728\u5e72\u6d3b\uff0c\u5b9e\u65f6\u63a8\u9001\u5230\u524d\u7aef\uff0c\u4f60\u53ef\u4ee5\u968f\u65f6\u770b\u8fdb\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e09\u3001A\u80a1\/\u6e2f\u80a1\u9002\u914d\uff1a\u8fd9\u624d\u662f\u56fd\u5185\u7528\u6237\u7684\u6838\u5fc3\u9700\u6c42<\/strong><\/h2>\n\n\n\n<p>\u539f\u7248\u53ea\u8ba4\u7f8e\u80a1\u4ee3\u7801\uff0c\u6bd4\u5982 AAPL\u3001NVDA \u8fd9\u79cd\u3002\u4f46\u56fd\u5185\u7528\u6237\u6700\u5e38\u5206\u6790\u7684\u662f A\u80a1\u548c\u6e2f\u80a1\uff0c\u4ee3\u7801\u683c\u5f0f\u5b8c\u5168\u4e0d\u4e00\u6837\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u80a1\u7968\u4ee3\u7801\u683c\u5f0f\u652f\u6301<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u5e02\u573a<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u4ee3\u7801\u683c\u5f0f<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u793a\u4f8b<\/strong><\/th><\/tr><tr><td><strong>\u4e0a\u6d77\u4e3b\u677f<\/strong><\/td><td>6\u4f4d\u6570\u5b57<\/td><td>600000\uff08\u6d66\u53d1\u94f6\u884c\uff09<\/td><\/tr><tr><td><strong>\u6df1\u5733\u4e3b\u677f<\/strong><\/td><td>6\u4f4d\u6570\u5b57<\/td><td>000001\uff08\u5e73\u5b89\u94f6\u884c\uff09<\/td><\/tr><tr><td><strong>\u521b\u4e1a\u677f<\/strong><\/td><td>3\u5f00\u59346\u4f4d\u6570\u5b57<\/td><td>300750\uff08\u5b81\u5fb7\u65f6\u4ee3\uff09<\/td><\/tr><tr><td><strong>\u79d1\u521b\u677f<\/strong><\/td><td>688\u5f00\u5934<\/td><td>688001\uff08\u534e\u5174\u6e90\u521b\uff09<\/td><\/tr><tr><td><strong>\u6e2f\u80a1<\/strong><\/td><td>\u6570\u5b57.HK<\/td><td>0700.HK\uff08\u817e\u8baf\uff09\u30019988.HK\uff08\u963f\u91cc\uff09<\/td><\/tr><tr><td><strong>\u7f8e\u80a1<\/strong><\/td><td>\u5b57\u6bcd\u7f29\u5199<\/td><td>AAPL\u3001TSLA\u3001MSFT<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u56fd\u5185\u6570\u636e\u6e90\u96c6\u6210<\/strong><\/h3>\n\n\n\n<p>\u8fd9\u662f CN \u7248\u6700\u6709\u4ef7\u503c\u7684\u6539\u9020\u4e4b\u4e00\u3002\u5b83\u96c6\u6210\u4e86\u591a\u4e2a\u56fd\u5185\u91d1\u878d\u6570\u636e\u6e90\uff0c\u6309\u4f18\u5148\u7ea7\u81ea\u52a8\u5207\u6362\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u6570\u636e\u6e90\u4f18\u5148\u7ea7\u914d\u7f6e<\/code><code>&nbsp;&#91;data_source_priority]&nbsp;<\/code><code><\/code><code># \u56fd\u5185A\u80a1\u6570\u636e\u6e90<\/code><code>&nbsp;tushare&nbsp;= { enabled =&nbsp;true, priority =&nbsp;1, timeout =&nbsp;10&nbsp;}&nbsp;<\/code><code>&nbsp;akshare&nbsp;= { enabled =&nbsp;true, priority =&nbsp;2, timeout =&nbsp;15&nbsp;}&nbsp;<\/code><code>&nbsp;baostock&nbsp;= { enabled =&nbsp;true, priority =&nbsp;3, timeout =&nbsp;20&nbsp;}<\/code><code>&nbsp;&nbsp;<\/code><code># \u56fd\u9645\u6570\u636e\u6e90<\/code><code>&nbsp;finnhub&nbsp;= { enabled =&nbsp;true, priority =&nbsp;4, timeout =&nbsp;10&nbsp;}&nbsp;<\/code><code>&nbsp;alpha_vantage&nbsp;= { enabled =&nbsp;true, priority =&nbsp;5, timeout =&nbsp;15&nbsp;}<\/code><\/code><\/pre>\n\n\n\n<p><strong>Tushare<\/strong>&nbsp;\u662f\u56fd\u5185\u6700\u5e38\u7528\u7684\u91d1\u878d\u6570\u636e\u63a5\u53e3\u4e4b\u4e00\uff0c\u6570\u636e\u8d28\u91cf\u9ad8\uff0c\u8986\u76d6 A\u80a1\u5168\u5e02\u573a\u884c\u60c5\u3001\u8d22\u52a1\u6570\u636e\u3001\u6307\u6570\u6570\u636e\u3002<strong>AkShare<\/strong>&nbsp;\u662f\u5f00\u6e90\u7684\u91d1\u878d\u6570\u636e\u63a5\u53e3\u5e93\uff0c\u514d\u8d39\u4f7f\u7528\uff0c\u6570\u636e\u6e90\u975e\u5e38\u4e30\u5bcc\u3002<strong>Baostock<\/strong>&nbsp;\u5219\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u5386\u53f2\u6570\u636e\uff0c\u9002\u5408\u56de\u6d4b\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u4e09\u4e2a\u6570\u636e\u6e90\u505a\u4e86\u4f18\u5148\u7ea7\u6392\u5e8f\uff1aTushare \u4f18\u5148\uff08\u6570\u636e\u6700\u51c6\uff09\uff0cAkShare \u515c\u5e95\uff08\u514d\u8d39\u53ef\u9760\uff09\uff0cBaostock \u8865\u5145\uff08\u5386\u53f2\u6570\u636e\u5168\uff09\u3002\u5982\u679c\u67d0\u4e2a\u6570\u636e\u6e90\u6302\u4e86\u6216\u8005\u8d85\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5207\u6362\u5230\u4e0b\u4e00\u4e2a\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u8be6\u7ec6\u4e86\u89e3\u7684\u5b9d\u5b9d\u4eec\u53ef\u4ee5\u76f4\u63a5\u53bb<strong>\u5f00\u53d1\u8005\u7684\u516c\u4f17\u53f7<\/strong>\u8be6\u7ec6\u67e5\u770b\u8fd9\u7bc7\uff1a<\/p>\n\n\n\n<p><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzkwMjY4NTkzNw==&amp;mid=2247484115&amp;idx=1&amp;sn=51005ab7bd5b4bab5aa32638ac31753e&amp;scene=21#wechat_redirect\" rel=\"noreferrer noopener\">TradingAgentsCN A\u80a1\u6570\u636e\u6e90\u4f7f\u7528\u6307\u5357\uff1aTushare\u3001AKShare\u3001BaoStock<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e2d\u6587\u60c5\u7eea\u5206\u6790\u6e90<\/strong><\/h3>\n\n\n\n<p>\u539f\u7248\u7684\u60c5\u7eea\u5206\u6790\u4e3b\u8981\u770b StockTwits \u548c Reddit\uff0c\u8fd9\u4fe9\u56fd\u5185\u6839\u672c\u7528\u4e0d\u4e86\u3002CN \u7248\u9488\u5bf9\u56fd\u5185\u573a\u666f\u505a\u4e86\u9002\u914d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5fae\u535a<\/strong>\u2014\u2014\u56fd\u5185\u6700\u5927\u7684\u793e\u4ea4\u5a92\u4f53\uff0c\u5b9e\u65f6\u8ba8\u8bba\u70ed\u5ea6\u6700\u9ad8<\/li>\n\n\n\n<li><strong>\u96ea\u7403<\/strong>\u2014\u2014\u6295\u8d44\u8005\u793e\u533a\uff0c\u4e13\u4e1a\u8ba8\u8bba\u8d28\u91cf\u9ad8<\/li>\n\n\n\n<li><strong>\u4e1c\u65b9\u8d22\u5bcc\u80a1\u5427<\/strong>\u2014\u2014\u6563\u6237\u60c5\u7eea\u7684\u98ce\u5411\u6807<\/li>\n\n\n\n<li><strong>\u65b0\u6d6a\u8d22\u7ecf<\/strong>\u2014\u2014\u65b0\u95fb+\u8bc4\u8bba\u7684\u7efc\u5408\u6e90<\/li>\n<\/ul>\n\n\n\n<p><strong>A\u80a1\u9002\u914d\u4eae\u70b9<\/strong>\u4ece\u80a1\u7968\u4ee3\u7801\u8bc6\u522b\u3001\u6570\u636e\u6e90\u63a5\u5165\u3001\u60c5\u7eea\u5206\u6790\u6e90\u4e09\u4e2a\u5c42\u9762\uff0cCN \u7248\u90fd\u505a\u4e86\u5b8c\u6574\u7684\u672c\u571f\u5316\u6539\u9020\u3002\u4f60\u8f93\u5165&#8221;600519&#8243;\u5c31\u80fd\u5206\u6790\u8d35\u5dde\u8305\u53f0\uff0c\u4e0d\u7528\u518d\u8d39\u52b2\u53bb\u67e5\u4ec0\u4e48 ADR \u4ee3\u7801\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u56db\u3001\u56fd\u4ea7\u6a21\u578b\u4f18\u5148\uff1a60+\u6a21\u578b\u53ef\u9009\uff0c\u667a\u80fd\u5207\u6362<\/strong><\/h2>\n\n\n\n<p>\u539f\u7248\u867d\u7136\u4e5f\u52a0\u4e86\u56fd\u4ea7\u6a21\u578b\u652f\u6301\uff0c\u4f46\u914d\u7f6e\u8d77\u6765\u6bd4\u8f83\u9ebb\u70e6\u3002CN \u7248\u628a\u56fd\u4ea7\u6a21\u578b\u63d0\u5230\u4e86&#8221;\u4e00\u7b49\u516c\u6c11&#8221;\u7684\u4f4d\u7f6e\uff0c\u9ed8\u8ba4\u63a8\u8350\u7684\u5c31\u662f\u56fd\u5185\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"838\" height=\"513\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204311.png\" alt=\"\" class=\"wp-image-4059\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204311.png 838w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204311-300x184.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204311-768x470.png 768w\" sizes=\"(max-width: 838px) 100vw, 838px\" \/><\/figure>\n\n\n\n<p>\u51e0\u4e2a\u5173\u952e\u8bbe\u8ba1\u503c\u5f97\u4e00\u63d0\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u667a\u80fd\u6a21\u578b\u9009\u62e9 + \u6545\u969c\u8f6c\u79fb<\/strong><\/h3>\n\n\n\n<p>\u4f60\u4e0d\u9700\u8981\u6bcf\u6b21\u624b\u52a8\u9009\u6a21\u578b\u3002\u7cfb\u7edf\u4f1a\u6839\u636e\u4f60\u7684\u573a\u666f\u81ea\u52a8\u63a8\u8350\u5408\u9002\u7684\u6a21\u578b\uff0c\u800c\u4e14\u914d\u7f6e\u4e86\u6545\u969c\u8f6c\u79fb\uff1a\u5982\u679c\u4e3b\u6a21\u578b\u6302\u4e86\uff0c\u4f1a\u81ea\u52a8\u5207\u6362\u5230\u5907\u9009\u6a21\u578b\uff0c\u4e0d\u4f1a\u4e2d\u65ad\u5206\u6790\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u6a21\u578b\u914d\u7f6e\u793a\u4f8b<\/code><code>LLM_CONFIG = {<\/code><code>&nbsp; &nbsp;&nbsp;\"default_provider\":&nbsp;\"dashscope\", &nbsp;# \u9ed8\u8ba4\u7528\u963f\u91cc\u767e\u70bc<\/code><code>&nbsp; &nbsp;&nbsp;\"providers\": {<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"dashscope\": {<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"api_key\":&nbsp;\"your_key\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"models\": &#91;<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"qwen-turbo\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"qwen-plus\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"qwen-max\"<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ]<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; },<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"deepseek\": {<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"api_key\":&nbsp;\"your_key\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"models\": &#91;<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"deepseek-chat\"<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ]<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; }<\/code><code>&nbsp; &nbsp; },<\/code><code>&nbsp; &nbsp;&nbsp;# \u6545\u969c\u8f6c\u79fb\u987a\u5e8f<\/code><code>&nbsp; &nbsp;&nbsp;\"fallback_order\": &#91;<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"dashscope\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"deepseek\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"google\",<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"openai\"<\/code><code>&nbsp; &nbsp; ]<\/code><code>}<\/code><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6a21\u578b\u914d\u7f6e\u6301\u4e45\u5316<\/strong><\/h3>\n\n\n\n<p>\u9009\u597d\u7684\u6a21\u578b\u914d\u7f6e\u4f1a\u81ea\u52a8\u4fdd\u5b58\uff0c\u4e0b\u6b21\u6253\u5f00\u4e0d\u7528\u91cd\u65b0\u9009\u3002\u8fd9\u5728\u539f\u7248\u91cc\u662f\u6ca1\u6709\u7684\u2014\u2014\u539f\u7248\u6bcf\u6b21\u542f\u52a8\u90fd\u5f97\u91cd\u65b0\u914d\u7f6e\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># .env \u914d\u7f6e\u6587\u4ef6<\/code><code><\/code><code># \u56fd\u4ea7\u6a21\u578b\uff08\u4f18\u5148\u914d\u7f6e\uff09<\/code><code>DASHSCOPE_API_KEY=\u4f60\u7684\u767e\u70bc\u5bc6\u94a5<\/code><code>DEEPSEEK_API_KEY=\u4f60\u7684DeepSeek\u5bc6\u94a5<\/code><code>ZHIPU_API_KEY=\u4f60\u7684\u667a\u8c31\u5bc6\u94a5<\/code><code><\/code><code># \u56fd\u5185\u6570\u636e\u6e90<\/code><code>TUSHARE_TOKEN=\u4f60\u7684Tushare\u4ee4\u724c<\/code><code><\/code><code># \u56fd\u9645\u6a21\u578b\uff08\u53ef\u9009\uff09<\/code><code>OPENAI_API_KEY=\u4f60\u7684OpenAI\u5bc6\u94a5<\/code><code>GOOGLE_API_KEY=\u4f60\u7684Google\u5bc6\u94a5<\/code><code><\/code><code># \u6570\u636e\u5e93<\/code><code>MONGODB_ENABLED=true<\/code><code>REDIS_ENABLED=true<\/code><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>API \u5bc6\u94a5\u73af\u5883\u53d8\u91cf<\/strong><\/h3>\n\n\n\n<p><strong>\u6210\u672c\u53c2\u8003<\/strong>\u7528 DeepSeek \u8dd1\u4e00\u6b21\u5b8c\u6574\u5206\u6790\uff0c\u6210\u672c\u5927\u6982\u51e0\u5206\u94b1\u5230\u51e0\u6bdb\u94b1\u3002\u7528 Qwen-turbo \u66f4\u4fbf\u5b9c\u3002\u6bd4\u8d77\u7528 GPT-5.x \u52a8\u8f84\u51e0\u5757\u94b1\u4e00\u6b21\uff0c\u56fd\u4ea7\u6a21\u578b\u7684\u6027\u4ef7\u6bd4\u975e\u5e38\u9ad8\uff0c\u7279\u522b\u9002\u5408\u9891\u7e41\u6d4b\u8bd5\u548c\u6279\u91cf\u5206\u6790\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e94\u3001\u4e09\u79cd\u90e8\u7f72\u65b9\u5f0f\uff1a\u4ece\u96f6\u57fa\u7840\u5230\u4f01\u4e1a\u7ea7\u5168\u8986\u76d6<\/strong><\/h2>\n\n\n\n<p>TradingAgents-CN \u63d0\u4f9b\u4e86\u4e09\u79cd\u90e8\u7f72\u65b9\u5f0f\uff0c\u4e0d\u7ba1\u4f60\u662f\u5b8c\u5168\u4e0d\u61c2\u6280\u672f\u7684\u5c0f\u767d\uff0c\u8fd8\u662f\u9700\u8981\u5b9a\u5236\u5f00\u53d1\u7684\u5de5\u7a0b\u5e08\uff0c\u90fd\u80fd\u627e\u5230\u9002\u5408\u81ea\u5df1\u7684\u65b9\u6848\u3002<\/p>\n\n\n\n<p><strong>\u65b9\u5f0f\u4e00\uff1a\u7eff\u8272\u7248\uff08Windows\uff09\u3010\u7b80\u5355\u3011<\/strong><\/p>\n\n\n\n<p><strong>\u9002\u5408\u4eba\u7fa4<\/strong>\uff1a\u6295\u8d44\u7231\u597d\u8005\u3001\u91d1\u878d\u4ece\u4e1a\u8005\uff0c\u65e0\u7f16\u7a0b\u57fa\u7840<\/p>\n\n\n\n<p><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a<\/p>\n\n\n\n<p>1. \u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u7eff\u8272\u538b\u7f29\u5305<br>2. \u89e3\u538b\u5230\u4e0d\u542b\u4e2d\u6587\u8def\u5f84\u7684\u76ee\u5f55\uff08\u5982 D:\\TradingAgents-CN\uff09<br>3. \u53cc\u51fb\u00a0<code>start_trading_agents.exe<\/code><br>4. \u6d4f\u89c8\u5668\u6253\u5f00 http:\/\/localhost:3000<\/p>\n\n\n\n<p><strong>\u914d\u7f6e\u8981\u6c42<\/strong>\uff1aWindows 10\/11\uff0c4GB \u5185\u5b58\uff0c20GB \u78c1\u76d8\u7a7a\u95f4<\/p>\n\n\n\n<p><strong>\u9ed8\u8ba4\u8d26\u53f7<\/strong>\uff1aadmin \/ 123456\uff08\u9996\u6b21\u767b\u5f55\u540e\u8bf7\u4fee\u6539\u5bc6\u7801\uff09<\/p>\n\n\n\n<p>\u9996\u6b21\u8fd0\u884c\u4f1a\u81ea\u52a8\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\u548c\u521d\u59cb\u5316\u6570\u636e\u5e93\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5927\u69822\u5206\u949f\u3002\u4e0d\u9700\u8981\u5b89\u88c5 Python\uff0c\u4e0d\u9700\u8981\u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff0c\u771f\u6b63\u7684\u4e00\u952e\u542f\u52a8\u3002<\/p>\n\n\n\n<p><strong>\u65b9\u5f0f\u4e8c\uff1aDocker \u5bb9\u5668\u5316\u90e8\u7f72\u3010\u4e2d\u7b49\u3011<\/strong><\/p>\n\n\n\n<p><strong>\u9002\u5408\u4eba\u7fa4<\/strong>\uff1a\u8ffd\u6c42\u7a33\u5b9a\u6027\u7684\u4e13\u4e1a\u7528\u6237\u3001\u5c0f\u578b\u56e2\u961f<br><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u514b\u9686\u9879\u76ee<\/code><code>&nbsp;git&nbsp;clone&nbsp;https:\/\/github.com\/hsliuping\/TradingAgents-CN.git&nbsp;cd&nbsp;TradingAgents-CN&nbsp;<\/code><code><\/code><code># \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/code><code>&nbsp;cp&nbsp;.env.example .env&nbsp;<\/code><code><\/code><code># \u7f16\u8f91 .env \u586b\u5165 API \u5bc6\u94a5<\/code><code><\/code><code># \u4e00\u952e\u542f\u52a8<\/code><code>&nbsp;docker-compose up -d<\/code><\/code><\/pre>\n\n\n\n<p>\u542f\u52a8\u540e\u4e24\u4e2a\u5165\u53e3\uff1a<strong>Web \u7ba1\u7406\u754c\u9762<\/strong>\u00a0http:\/\/localhost:3000\uff0c<strong>API \u670d\u52a1<\/strong>\u00a0http:\/\/localhost:8000\u3002MongoDB \u548c Redis \u90fd\u5728\u5bb9\u5668\u91cc\u81ea\u52a8\u542f\u52a8\uff0c\u4e0d\u7528\u5355\u72ec\u5b89\u88c5\u3002<\/p>\n\n\n\n<p><strong>\u65b9\u5f0f\u4e09\uff1a\u6e90\u7801\u5b9a\u5236\u5f00\u53d1\u3010\u8f83\u96be<\/strong>\u3011<\/p>\n\n\n\n<p><strong>\u9002\u5408\u4eba\u7fa4<\/strong>\uff1a\u5f00\u53d1\u8005\u3001\u6709\u5b9a\u5236\u9700\u6c42\u7684\u56e2\u961f<strong>\u73af\u5883\u8981\u6c42<\/strong>\uff1aPython 3.10+\uff0cNode.js 16+\uff0cMongoDB\uff0cRedis<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u514b\u9686\u9879\u76ee<\/code><code>&nbsp;git&nbsp;clone&nbsp;https:\/\/github.com\/hsliuping\/TradingAgents-CN.git&nbsp;cd&nbsp;TradingAgents-CN&nbsp;<\/code><code><\/code><code># \u521b\u5efa\u865a\u62df\u73af\u5883<\/code><code>&nbsp;python -m venv&nbsp;env&nbsp;source&nbsp;env\/bin\/activate&nbsp;<\/code><code><\/code><code># Linux\/Mac<\/code><code>&nbsp;env\\Scripts\\activate&nbsp;<\/code><code><\/code><code># \u5b89\u88c5\u4f9d\u8d56<\/code><code>&nbsp;pip install -e .&nbsp;<\/code><code><\/code><code># \u914d\u7f6e API \u5bc6\u94a5<\/code><code>&nbsp;cp&nbsp;.env.example .env&nbsp;<\/code><code><\/code><code># \u542f\u52a8\u5e94\u7528<\/code><code>&nbsp;python start_web.py<\/code><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e09\u79cd\u65b9\u5f0f\u5bf9\u6bd4<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u7ef4\u5ea6<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u7eff\u8272\u7248<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>Docker \u7248<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u6e90\u7801\u7248<\/strong><\/th><\/tr><tr><td><strong>\u90e8\u7f72\u96be\u5ea6<\/strong><\/td><td>\u4f4e<\/td><td>\u4e2d<\/td><td>\u9ad8<\/td><\/tr><tr><td><strong>\u6240\u9700\u65f6\u95f4<\/strong><\/td><td>2\u5206\u949f<\/td><td>5\u5206\u949f<\/td><td>15\u5206\u949f<\/td><\/tr><tr><td><strong>\u9002\u7528\u7cfb\u7edf<\/strong><\/td><td>Windows<\/td><td>\u5168\u5e73\u53f0<\/td><td>\u5168\u5e73\u53f0<\/td><\/tr><tr><td><strong>\u53ef\u5b9a\u5236\u6027<\/strong><\/td><td>\u4f4e<\/td><td>\u4e2d<\/td><td>\u9ad8<\/td><\/tr><tr><td><strong>\u56e2\u961f\u534f\u4f5c<\/strong><\/td><td>\u4e0d\u652f\u6301<\/td><td>\u652f\u6301<\/td><td>\u652f\u6301<\/td><\/tr><tr><td><strong>\u4e8c\u6b21\u5f00\u53d1<\/strong><\/td><td>\u4e0d\u652f\u6301<\/td><td>\u6709\u9650<\/td><td>\u5b8c\u5168\u652f\u6301<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u516d\u3001\u5b9e\u9645\u4f7f\u7528\uff1a\u4ece\u9009\u80a1\u5230\u51fa\u62a5\u544a<\/strong><\/h2>\n\n\n\n<p>\u4e0d\u7ba1\u4f60\u7528\u54ea\u79cd\u90e8\u7f72\u65b9\u5f0f\uff0c\u542f\u52a8\u540e\u7684\u4f7f\u7528\u6d41\u7a0b\u90fd\u4e00\u6837\u3002CN \u7248\u63d0\u4f9b\u4e86 Web \u754c\u9762\uff0c\u64cd\u4f5c\u6bd4\u539f\u7248\u7684 CLI \u8981\u76f4\u89c2\u5f97\u591a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u57fa\u672c\u6d41\u7a0b<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"823\" height=\"495\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204855.png\" alt=\"\" class=\"wp-image-4057\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204855.png 823w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204855-300x180.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512204855-768x462.png 768w\" sizes=\"(max-width: 823px) 100vw, 823px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5206\u6790\u6df1\u5ea6\u9009\u62e9<\/strong><\/h3>\n\n\n\n<p>CN \u7248\u63d0\u4f9b\u4e86\u4e94\u4e2a\u5206\u6790\u6df1\u5ea6\uff0c\u5bf9\u5e94\u4e0d\u540c\u7684\u65f6\u95f4\u548c\u4fe1\u606f\u91cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u6df1\u5ea6<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u8017\u65f6<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u9002\u7528\u573a\u666f<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u6a21\u578b\u6d88\u8017<\/strong><\/th><\/tr><tr><td><strong>1\u7ea7 &#8211; \u5feb\u901f\u6982\u89c8<\/strong><\/td><td>2-4\u5206\u949f<\/td><td>\u65e5\u5e38\u76d1\u63a7<\/td><td>\u4f4e<\/td><\/tr><tr><td><strong>2\u7ea7 &#8211; \u57fa\u7840\u5206\u6790<\/strong><\/td><td>4-6\u5206\u949f<\/td><td>\u5e38\u89c4\u7814\u7a76<\/td><td>\u4e2d\u4f4e<\/td><\/tr><tr><td><strong>3\u7ea7 &#8211; \u6807\u51c6\u5206\u6790<\/strong><\/td><td>6-10\u5206\u949f<\/td><td>\u9ed8\u8ba4\u63a8\u8350<\/td><td>\u4e2d<\/td><\/tr><tr><td><strong>4\u7ea7 &#8211; \u6df1\u5ea6\u5206\u6790<\/strong><\/td><td>10-15\u5206\u949f<\/td><td>\u91cd\u8981\u51b3\u7b56<\/td><td>\u4e2d\u9ad8<\/td><\/tr><tr><td><strong>5\u7ea7 &#8211; \u5168\u9762\u5206\u6790<\/strong><\/td><td>15-25\u5206\u949f<\/td><td>\u5168\u9762\u7814\u7a76<\/td><td>\u9ad8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u8001\u4f59\u5efa\u8bae<\/strong><br>\u65e5\u5e38\u76d1\u63a7\u75282\u7ea7\u5c31\u591f\u4e86\uff0c\u7701\u65f6\u95f4\u7701\u6210\u672c\u3002\u78b0\u5230\u9700\u8981\u8ba4\u771f\u7814\u7a76\u7684\u6807\u7684\u518d\u4e0a4\u7ea7\u62165\u7ea7\u30023\u7ea7\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u9009\u62e9\uff0c\u4e5f\u662f\u9ed8\u8ba4\u63a8\u8350\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u62a5\u544a\u5bfc\u51fa<\/strong><\/h3>\n\n\n\n<p>\u5206\u6790\u5b8c\u6210\u540e\uff0cCN \u7248\u652f\u6301\u4e00\u952e\u5bfc\u51fa\u62a5\u544a\uff0c\u683c\u5f0f\u53ef\u9009\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Markdown\uff1a<\/strong>\u9002\u5408\u5f00\u53d1\u8005\uff0c\u65b9\u4fbf\u4e8c\u6b21\u5904\u7406<\/li>\n\n\n\n<li><strong>Word\uff1a<\/strong>\u9002\u5408\u6b63\u5f0f\u62a5\u544a\uff0c\u53ef\u76f4\u63a5\u53d1\u7ed9\u540c\u4e8b\u6216\u5ba2\u6237<\/li>\n\n\n\n<li><strong>PDF\uff1a<\/strong>\u9002\u5408\u5b58\u6863\uff0c\u683c\u5f0f\u56fa\u5b9a\u4e0d\u4f1a\u8dd1\u7248<\/li>\n<\/ul>\n\n\n\n<p>\u62a5\u544a\u5185\u5bb9\u5305\u542b\uff1a\u5206\u6790\u6458\u8981\u3001\u5404\u7ef4\u5ea6\u8be6\u7ec6\u5206\u6790\u3001\u8fa9\u8bba\u8bb0\u5f55\u3001\u98ce\u9669\u8bc4\u4f30\u3001\u914d\u7f6e\u4fe1\u606f\u3002\u4f60\u53ef\u4ee5\u81ea\u5b9a\u4e49\u62a5\u544a\u6a21\u677f\u548c\u54c1\u724c\u6807\u8bc6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e03\u3001\u667a\u80fd\u4f53\u534f\u4f5c\uff1aCN\u7248\u7684\u672c\u571f\u5316\u8c03\u6574<\/strong><\/h2>\n\n\n\n<p>\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7684\u6838\u5fc3\u67b6\u6784\u548c\u539f\u7248\u4e00\u81f4\uff0c\u4f46 CN \u7248\u5728\u89d2\u8272\u5206\u5de5\u4e0a\u505a\u4e86\u4e00\u4e9b\u9488\u5bf9\u56fd\u5185\u5e02\u573a\u7684\u8c03\u6574\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"840\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210624.png\" alt=\"\" class=\"wp-image-4056\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210624.png 602w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210624-215x300.png 215w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u516b\u3001\u5e95\u5ea7\u540c\u6b65\uff1a\u539f\u7248 v0.2.5 \u7684\u5173\u952e\u66f4\u65b0<\/strong><\/h2>\n\n\n\n<p>TradingAgents-CN \u662f\u57fa\u4e8e\u539f\u7248 TradingAgents \u505a\u7684\u589e\u5f3a\uff0c\u539f\u7248\u7684\u6bcf\u6b21\u5347\u7ea7\uff0cCN \u7248\u90fd\u4f1a\u540c\u6b65\u8ddf\u8fdb\u3002\u76ee\u524d\u539f\u7248\u6700\u65b0\u662f v0.2.5\uff0c\u51e0\u4e2a\u5173\u952e\u66f4\u65b0\u503c\u5f97\u4e86\u89e3\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"845\" height=\"575\" src=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210552.png\" alt=\"\" class=\"wp-image-4055\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210552.png 845w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210552-300x204.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2026\/05\/Screenshot_20260512210552-768x523.png 768w\" sizes=\"(max-width: 845px) 100vw, 845px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d\u548c\u56fd\u5185\u7528\u6237\u6700\u76f8\u5173\u7684\u66f4\u65b0\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u57fa\u4e8e\u4e8b\u5b9e\u7684\u60c5\u7eea\u5206\u6790\u5668\uff08v0.2.5\uff09<\/strong><\/h3>\n\n\n\n<p>\u4f20\u7edf\u60c5\u7eea\u5206\u6790\u7684\u903b\u8f91\u662f\uff1a\u6b63\u9762\u8bcd\u591a=\u597d\uff0c\u8d1f\u9762\u8bcd\u591a=\u5dee\u3002\u4f46\u5e02\u573a\u4e0d\u662f\u8fd9\u4e48\u8fd0\u8f6c\u7684\u3002\u6bd4\u5982\u4e00\u6761\u65b0\u95fb\u8bf4&#8221;\u67d0\u67d0\u516c\u53f8\u88c1\u545830%&#8221;\uff0c\u8868\u9762\u4e0a\u5168\u662f\u8d1f\u9762\u8bcd\uff0c\u4f46\u5982\u679c\u5e02\u573a\u4e4b\u524d\u9884\u671f\u88c150%\uff0c\u90a330%\u53cd\u800c\u662f\u5229\u597d\u3002<\/p>\n\n\n\n<p>v0.2.5 \u7684\u60c5\u7eea\u5206\u6790\u5668\u4f1a\u7ed3\u5408\u4e8b\u5b9e\u6765\u89e3\u8bfb\u60c5\u7eea\uff0c\u4e0d\u518d\u88ab\u8868\u9762\u63aa\u8f9e\u8bef\u5bfc\u3002CN \u7248\u5728\u6b64\u57fa\u7840\u4e0a\u53c8\u52a0\u4e86\u4e2d\u6587\u8bed\u5883\u7684\u9002\u914d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u51b3\u7b56\u8bb0\u5fc6\u673a\u5236\uff08v0.2.4\uff09<\/strong><\/h3>\n\n\n\n<p>\u6bcf\u6b21\u8fd0\u884c\u7684\u7ed3\u679c\u4f1a\u81ea\u52a8\u8ffd\u52a0\u5230&nbsp;<code>~\/.tradingagents\/memory\/trading_memory.md<\/code>\u3002\u4e0b\u6b21\u5206\u6790\u540c\u4e00\u4e2a\u6807\u7684\u65f6\uff0c\u7cfb\u7edf\u4f1a\uff1a\u8bfb\u53d6\u5386\u53f2\u51b3\u7b56 \u2192 \u5bf9\u6bd4\u5b9e\u9645\u6536\u76ca \u2192 \u751f\u6210\u53cd\u601d\u603b\u7ed3 \u2192 \u6ce8\u5165\u5230\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\u7684\u63d0\u793a\u8bcd\u91cc\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u8bf4\u5c31\u662f\uff1a\u4e0a\u6b21\u5206\u6790\u5bf9\u4e86\u8fd8\u662f\u9519\u4e86\uff0c\u5b83\u8bb0\u7740\u5462\uff0c\u4e0b\u6b21\u4f1a\u53c2\u8003\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u53cc\u533a\u57df\u7aef\u70b9\u652f\u6301\uff08v0.2.5\uff09<\/strong><\/h3>\n\n\n\n<p>Qwen\u3001GLM\u3001MiniMax \u90fd\u63d0\u4f9b\u4e86\u56fd\u5185\u7aef\u70b9\uff0c\u6570\u636e\u4e0d\u51fa\u5883\u3002\u8fd9\u5bf9\u5408\u89c4\u8981\u6c42\u4e25\u683c\u7684\u673a\u6784\u6765\u8bf4\u975e\u5e38\u91cd\u8981\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u6a21\u578b<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u56fd\u9645\u7aef\u70b9<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u56fd\u5185\u7aef\u70b9<\/strong><\/th><\/tr><tr><td>Qwen<\/td><td>dashscope-intl.aliyuncs.com<\/td><td>dashscope.aliyuncs.com<\/td><\/tr><tr><td>GLM<\/td><td>Z.AI\uff08\u56fd\u9645\uff09<\/td><td>open.bigmodel.cn<\/td><\/tr><tr><td>MiniMax<\/td><td>api.minimax.io<\/td><td>api.minimaxi.com<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e5d\u3001CN\u7248\u72ec\u6709\uff1a\u539f\u7248\u6ca1\u6709\u7684\u589e\u5f3a\u529f\u80fd<\/strong><\/h2>\n\n\n\n<p>\u9664\u4e86\u4e0a\u9762\u8bf4\u7684\u6570\u636e\u6e90\u548c\u6a21\u578b\u9002\u914d\uff0cCN \u7248\u8fd8\u6709\u4e00\u4e9b\u539f\u7248\u6ca1\u6709\u7684\u72ec\u6709\u529f\u80fd\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u6279\u91cf\u5206\u6790<\/strong><\/h3>\n\n\n\n<p>\u539f\u7248\u4e00\u6b21\u53ea\u80fd\u5206\u6790\u4e00\u53ea\u80a1\u7968\u3002CN \u7248\u652f\u6301\u6279\u91cf\u5206\u6790\u2014\u2014\u4f60\u53ef\u4ee5\u540c\u65f6\u4e22\u8fdb\u53bb\u591a\u53ea\u80a1\u7968\uff0c\u7cfb\u7edf\u4f1a\u4f9d\u6b21\u5206\u6790\uff0c\u7701\u53bb\u53cd\u590d\u64cd\u4f5c\u7684\u9ebb\u70e6\u3002\u5bf9\u4e8e\u9700\u8981\u6bcf\u5929\u8986\u76d6\u591a\u53ea\u6807\u7684\u7684\u7814\u7a76\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u4e2a\u529f\u80fd\u975e\u5e38\u5b9e\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u7528\u6237\u6743\u9650\u7ba1\u7406<\/strong><\/h3>\n\n\n\n<p>\u539f\u7248\u662f\u7eaf\u5355\u7528\u6237\u6a21\u5f0f\u3002CN \u7248\u52a0\u4e86\u5b8c\u6574\u7684\u7528\u6237\u7ba1\u7406\u7cfb\u7edf\uff1a\u591a\u7ea7\u89d2\u8272\u3001\u7cbe\u7ec6\u6743\u9650\u63a7\u5236\u3001\u64cd\u4f5c\u5ba1\u8ba1\u65e5\u5fd7\u3002\u652f\u6301\u591a\u7528\u6237\u540c\u65f6\u4f7f\u7528\uff0c\u7ba1\u7406\u5458\u53ef\u4ee5\u63a7\u5236\u6bcf\u4e2a\u7528\u6237\u80fd\u8bbf\u95ee\u7684\u529f\u80fd\u548c\u6570\u636e\u8303\u56f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u53ef\u89c6\u5316\u914d\u7f6e\u7ba1\u7406<\/strong><\/h3>\n\n\n\n<p>\u539f\u7248\u6539\u914d\u7f6e\u5f97\u624b\u52a8\u7f16\u8f91 config \u6587\u4ef6\u3002CN \u7248\u505a\u4e86\u53ef\u89c6\u5316\u7684\u914d\u7f6e\u7ba1\u7406\u754c\u9762\u2014\u2014\u6a21\u578b\u9009\u62e9\u3001\u6570\u636e\u6e90\u7ba1\u7406\u3001\u7cfb\u7edf\u8bbe\u7f6e\uff0c\u5168\u5728 Web \u754c\u9762\u4e0a\u70b9\u51e0\u4e0b\u5c31\u884c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u6269\u5c55<\/strong><\/h3>\n\n\n\n<p>CN \u7248\u652f\u6301\u63d2\u4ef6\u5316\u7684\u667a\u80fd\u4f53\u6269\u5c55\u3002\u4f60\u53ef\u4ee5\u5f00\u53d1\u81ea\u5df1\u7684\u5206\u6790\u667a\u80fd\u4f53\uff0c\u6ce8\u518c\u5230\u7cfb\u7edf\u91cc\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>from&nbsp;tradingagents.agents.utils.agent_utils&nbsp;import&nbsp;Toolkit<\/code><code>from&nbsp;tradingagents.agents.utils.agent_states&nbsp;import&nbsp;AgentState<\/code><code><\/code><code>class&nbsp;QuantitativeAgent:<\/code><code>&nbsp; &nbsp;&nbsp;\"\"\"\u81ea\u5b9a\u4e49\u91cf\u5316\u7b56\u7565\u667a\u80fd\u4f53\"\"\"<\/code><code><\/code><code>&nbsp; &nbsp;&nbsp;def&nbsp;__init__(self, config):<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;self.config = config<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;self.toolkit = Toolkit()<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;self.state = AgentState()<\/code><code><\/code><code>&nbsp; &nbsp;&nbsp;def&nbsp;analyze(self, stock_data):<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;\"\"\"\u6267\u884c\u91cf\u5316\u5206\u6790\uff0c\u751f\u6210\u4fe1\u53f7\"\"\"<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp; signals =&nbsp;self._calculate_signals(stock_data)<\/code><code>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;return&nbsp;self._format_analysis(signals)<\/code><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Windows \u7eff\u8272\u7248<\/strong><\/h3>\n\n\n\n<p>\u8fd9\u4e2a\u524d\u9762\u5df2\u7ecf\u63d0\u8fc7\uff0c\u4f46\u503c\u5f97\u518d\u8bf4\u4e00\u6b21\uff1a\u53cc\u51fb exe \u5c31\u80fd\u7528\uff0c\u4e0d\u9700\u8981\u88c5 Python\u3001\u4e0d\u9700\u8981\u914d\u73af\u5883\u3001\u4e0d\u9700\u8981\u61c2\u547d\u4ee4\u884c\u3002\u539f\u7248\u5b8c\u5168\u6ca1\u63d0\u4f9b\u8fd9\u79cd\u96f6\u95e8\u69db\u7684\u542f\u52a8\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5341\u3001\u539f\u7248 vs CN\u7248\uff1a\u600e\u4e48\u9009\uff1f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u7ef4\u5ea6<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u539f\u7248 TradingAgents<\/strong><\/th><th class=\"has-text-align-left\" data-align=\"left\"><strong>TradingAgents-CN<\/strong><\/th><\/tr><tr><td><strong>\u5e02\u573a\u8986\u76d6<\/strong><\/td><td>\u7f8e\u80a1\u4e3a\u4e3b<\/td><td>A\u80a1 + \u6e2f\u80a1 + \u7f8e\u80a1<\/td><\/tr><tr><td><strong>\u6570\u636e\u6e90<\/strong><\/td><td>Alpha Vantage\u3001Finnhub<\/td><td>Tushare\u3001AkShare\u3001Baostock + \u56fd\u9645\u6e90<\/td><\/tr><tr><td><strong>\u60c5\u7eea\u5206\u6790\u6e90<\/strong><\/td><td>StockTwits\u3001Reddit<\/td><td>\u5fae\u535a\u3001\u96ea\u7403\u3001\u4e1c\u65b9\u8d22\u5bcc + \u56fd\u9645\u6e90<\/td><\/tr><tr><td><strong>\u6a21\u578b\u4f18\u5148\u7ea7<\/strong><\/td><td>OpenAI \u4f18\u5148<\/td><td>\u56fd\u4ea7\u6a21\u578b\u4f18\u5148\uff0860+\u53ef\u9009\uff09<\/td><\/tr><tr><td><strong>\u6280\u672f\u67b6\u6784<\/strong><\/td><td>Streamlit + SQLite<\/td><td>FastAPI + Vue3 + MongoDB + Redis<\/td><\/tr><tr><td><strong>\u7528\u6237\u7ba1\u7406<\/strong><\/td><td>\u65e0<\/td><td>\u591a\u7ea7\u89d2\u8272 + \u6743\u9650\u63a7\u5236<\/td><\/tr><tr><td><strong>\u6279\u91cf\u5206\u6790<\/strong><\/td><td>\u4e0d\u652f\u6301<\/td><td>\u652f\u6301<\/td><\/tr><tr><td><strong>\u96f6\u95e8\u69db\u542f\u52a8<\/strong><\/td><td>CLI \u547d\u4ee4\u884c<\/td><td>Windows \u7eff\u8272\u7248 + Web \u754c\u9762<\/td><\/tr><tr><td><strong>\u62a5\u544a\u5bfc\u51fa<\/strong><\/td><td>\u63a7\u5236\u53f0\u8f93\u51fa<\/td><td>Markdown \/ Word \/ PDF<\/td><\/tr><tr><td><strong>\u7248\u672c\u66f4\u65b0<\/strong><\/td><td>v0.2.5\uff08\u66f4\u65b0\u5feb\uff09<\/td><td>cn-0.1.15\uff08\u8ddf\u8fdb\u539f\u7248\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8001\u4f59\u7684\u5efa\u8bae\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e3b\u8981\u7814\u7a76\u7f8e\u80a1<\/strong>\u3001\u60f3\u7b2c\u4e00\u65f6\u95f4\u4f53\u9a8c\u6700\u65b0\u529f\u80fd \u2192 \u7528\u539f\u7248\u3002<\/li>\n\n\n\n<li><strong>\u4e3b\u8981\u7814\u7a76A\u80a1\/\u6e2f\u80a1<\/strong>\u3001\u9700\u8981\u56e2\u961f\u534f\u4f5c\u3001\u60f3\u8981\u4e2d\u6587\u754c\u9762 \u2192 \u7528 CN \u7248\u3002<\/li>\n\n\n\n<li><strong>\u4e24\u4e2a\u90fd\u60f3\u8bd5<\/strong>\u00a0\u2192 \u5148\u88c5 CN \u7248\u5feb\u901f\u4e0a\u624b\uff0c\u518d\u88c5\u539f\u7248\u6df1\u5165\u7406\u89e3\u67b6\u6784\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5341\u4e00\u3001\u91cd\u8981\u63d0\u9192<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u52a1\u5fc5\u6ce8\u610f<\/strong><\/p>\n\n\n\n<p>TradingAgents \u548c TradingAgents-CN \u90fd<strong>\u4ec5\u4f9b\u7814\u7a76\u76ee\u7684\u4f7f\u7528<\/strong>\u3002\u7cfb\u7edf\u7684\u5206\u6790\u7ed3\u679c\u4f1a\u56e0\u6a21\u578b\u9009\u62e9\u3001\u53c2\u6570\u914d\u7f6e\u3001\u6570\u636e\u8d28\u91cf\u7b49\u591a\u79cd\u56e0\u7d20\u4ea7\u751f\u5dee\u5f02\u3002<strong>\u5b83\u4e0d\u6784\u6210\u4efb\u4f55\u8d22\u52a1\u3001\u6295\u8d44\u6216\u4ea4\u6613\u5efa\u8bae\u3002<\/strong><\/p>\n\n\n\n<p>\u4e24\u4e2a\u9879\u76ee\u90fd\u660e\u786e\u58f0\u660e\uff1a\u8fd9\u662f\u5b66\u672f\u7814\u7a76\u5de5\u5177\uff0c\u4e0d\u662f\u4ea4\u6613\u5de5\u5177\u3002\u7528\u5b83\u6765\u5b66\u4e60\u591a\u667a\u80fd\u4f53\u67b6\u6784\u3001\u505a\u7814\u7a76\u5b9e\u9a8c\u3001\u7406\u89e3AI\u5206\u6790\u903b\u8f91\uff0c\u90fd\u662f\u975e\u5e38\u5408\u9002\u7684\u3002\u4f46\u5982\u679c\u6709\u4eba\u8ddf\u4f60\u8bf4&#8221;\u7528\u5b83\u5c31\u80fd\u5728\u5e02\u573a\u91cc\u83b7\u5229&#8221;\uff0c\u8bf7\u4fdd\u6301\u7406\u6027\u5224\u65ad\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>TradingAgents-CN \u5728\u539f\u7248\u5e95\u5ea7\u4e0a\u505a\u4e86\u4e09\u4ef6\u5173\u952e\u7684\u4e8b\uff1a\u6280\u672f\u6808\u4ece Streamlit \u5347\u7ea7\u5230 FastAPI+Vue3 \u4f01\u4e1a\u7ea7\u67b6\u6784\u3001\u6570\u636e\u6e90\u4ece\u7eaf\u7f8e\u80a1\u6269\u5c55\u5230 A\u80a1\/\u6e2f\u80a1\/\u7f8e\u80a1\u5168\u8986\u76d6\u3001\u6a21\u578b\u4ece\u6d77\u5916\u4e3a\u4e3b\u8f6c\u5411\u56fd\u4ea7\u6df1\u5ea6\u9002\u914d\u3002\u518d\u52a0\u4e0a\u7eff\u8272\u7248\u96f6\u95e8\u69db\u542f\u52a8\u548c\u6279\u91cf\u5206\u6790\u80fd\u529b\uff0c\u5b83\u8ba9\u56fd\u5185\u7528\u6237\u7b2c\u4e00\u6b21\u6709\u4e86\u771f\u6b63\u597d\u7528\u7684\u591a\u667a\u80fd\u4f53\u91d1\u878d\u7814\u7a76\u6846\u67b6\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6280\u672f\u6808\u5168\u9762\u5347\u7ea7\uff1aFastAPI+Vue3+MongoDB+Redis\uff0c\u6027\u80fd\u63d0\u5347\u663e\u8457\uff0c\u652f\u6301\u4f01\u4e1a\u7ea7\u90e8\u7f72\u3002<\/li>\n\n\n\n<li>A\u80a1\/\u6e2f\u80a1\/\u7f8e\u80a1\u4e09\u5e02\u573a\u5168\u8986\u76d6\uff0cTushare\/AkShare \u7b49\u56fd\u5185\u6570\u636e\u6e90\u6df1\u5ea6\u96c6\u6210\u3002<\/li>\n\n\n\n<li>\u56fd\u4ea7\u6a21\u578b\u4f18\u5148\u9002\u914d\uff1aDeepSeek\u3001Qwen\uff08\u767e\u70bc\uff09\u3001GLM\uff08\u667a\u8c31\uff09\u3001\u5343\u5e06\uff0c60+\u6a21\u578b\u53ef\u9009\u3002<\/li>\n\n\n\n<li>\u4e09\u79cd\u90e8\u7f72\u65b9\u5f0f\uff1aWindows\u7eff\u8272\u7248\u4e00\u952e\u542f\u52a8\u3001Docker\u5bb9\u5668\u5316\u3001\u6e90\u7801\u5b9a\u5236\uff0c\u8986\u76d6\u6240\u6709\u7528\u6237\u3002<\/li>\n\n\n\n<li>\u539f\u7248\u5e95\u5ea7\u540c\u6b65\u5347\u7ea7\uff1av0.2.5\u65b0\u589e\u4e8b\u5b9e\u60c5\u7eea\u5206\u6790\u3001\u53cc\u533a\u57df\u7aef\u70b9\u3001\u68c0\u67e5\u70b9\u6062\u590d\u7b49\u5173\u952e\u7279\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8001\u4f59\u635e\u9c7c | \u5173\u6ce8AI+\u91d1\u878d\u524d\u6cbf<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CN\u7248\u9879\u76ee\uff1a<\/strong>https:\/\/github.com\/hsliuping\/TradingAgents-CN<\/li>\n\n\n\n<li><strong>\u539f\u7248\u9879\u76ee\uff1a<\/strong>https:\/\/github.com\/TauricResearch\/TradingAgents<\/li>\n\n\n\n<li><strong>\u539f\u7248\u8bba\u6587\uff1a<\/strong>https:\/\/arxiv.org\/abs\/2412.20138<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u98ce\u9669\u63d0\u793a\uff1a<\/strong>\u672c\u6587\u4ec5\u4f9b\u53c2\u8003\uff0c\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002\u6295\u8d44\u6709\u98ce\u9669\uff0c\u5165\u5e02\u9700\u8c28\u614e\u3002<\/p>\n\n\n\n<p><strong>\u7248\u6743\u58f0\u660e\uff1a<\/strong>\u672c\u6587\u4e3a\u539f\u521b\u5185\u5bb9\uff0c\u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904\u3002<\/p>\n\n\n\n<p><a>#TradingAgents<\/a>-CN&nbsp;<a>#A\u80a1\u5206\u6790<\/a>&nbsp;<a>#\u591a\u667a\u80fd\u4f53<\/a>&nbsp;<a>#\u56fd\u4ea7\u5927\u6a21\u578b<\/a>&nbsp;<a>#DeepSeek<\/a>&nbsp;<a>#Qwen<\/a>&nbsp;<a>#\u4e2d\u6587\u589e\u5f3a<\/a>&nbsp;<a>#FastAPI<\/a>&nbsp;<a>#Docker\u90e8\u7f72<\/a>&nbsp;<a>#\u91d1\u878dAI<\/a>&nbsp;<a>#\u5f00\u6e90\u6846\u67b6<\/a>&nbsp;<a>#\u667a\u80fd\u4f53\u534f\u4f5c<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/laoyulaoyu.com\/index.php\/2026\/05\/20\/%e5%bd%93%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93ai%e9%81%87%e4%b8%8aa%e8%82%a1%ef%bc%9atradingagents%e4%b8%ad%e6%96%87%e5%a2%9e%e5%bc%ba%e7%89%88%e5%85%a8%e6%8b%86%e8%a7%a3\/\">Continue reading<span class=\"screen-reader-text\">\u5f53\u591a\u667a\u80fd\u4f53AI\u9047\u4e0aA\u80a1\uff1aTradingAgents\u4e2d\u6587\u589e\u5f3a\u7248\u5168\u62c6\u89e3<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[3,17,4,5],"class_list":{"0":"post-4053","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-aiinvest","7":"tag-ai","11":"entry"},"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=4053"}],"version-history":[{"count":2,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4053\/revisions"}],"predecessor-version":[{"id":4062,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4053\/revisions\/4062"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=4053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=4053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=4053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}