{"id":84864,"date":"2026-07-26T18:43:02","date_gmt":"2026-07-26T10:43:02","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/84864.html"},"modified":"2026-07-26T18:43:02","modified_gmt":"2026-07-26T10:43:02","slug":"%e6%88%91%e7%94%a8-seed-evolving-%e5%81%9a%e4%ba%86%e4%b8%aa%e9%87%91%e4%bb%b7%e5%93%a8%e5%85%b5%ef%bc%9a%e4%b8%8d%e7%94%a8%e7%9b%af%e7%9b%98%ef%bc%8c%e4%b9%9f%e8%83%bd%e8%87%aa%e5%8a%a8%e7%94%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/84864.html","title":{"rendered":"\u6211\u7528 Seed Evolving \u505a\u4e86\u4e2a\u91d1\u4ef7\u54e8\u5175\uff1a\u4e0d\u7528\u76ef\u76d8\uff0c\u4e5f\u80fd\u81ea\u52a8\u751f\u6210\u63d0\u9192"},"content":{"rendered":"<p>\u6700\u8fd1\u91d1\u4ef7\u6ce2\u52a8\u6bd4\u8f83\u9891\u7e41&#xff0c;\u6211\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e2a\u5f88\u771f\u5b9e\u7684\u95ee\u9898&#xff1a;\u60f3\u77e5\u9053\u81ea\u5df1\u4e70\u5165\u7684\u9ec4\u91d1\u73b0\u5728\u5927\u6982\u662f\u8d5a\u4e86\u8fd8\u662f\u4e8f\u4e86&#xff0c;\u4f46\u53c8\u4e0d\u60f3\u9694\u51e0\u5206\u949f\u5c31\u6253\u5f00 App \u770b\u4e00\u773c\u3002<\/p>\n<p>\u4e8e\u662f\u6211\u628a\u8fd9\u4e2a\u9700\u6c42\u4e22\u7ed9 Seed Evolving&#xff0c;\u8ba9\u5b83\u5148\u5e2e\u6211\u62c6\u6210\u4e00\u4e2a\u80fd\u843d\u5730\u7684\u5c0f\u5de5\u5177&#xff1a;\u6570\u636e\u4ece\u54ea\u91cc\u6765\u3001\u54ea\u4e9b\u903b\u8f91\u5fc5\u987b\u7531\u4ee3\u7801\u786e\u5b9a\u8ba1\u7b97\u3001\u54ea\u4e9b\u90e8\u5206\u9002\u5408\u4ea4\u7ed9\u6a21\u578b\u751f\u6210\u3001\u91d1\u878d\u63d0\u9192\u5e94\u8be5\u600e\u4e48\u907f\u5f00\u201c\u6295\u8d44\u5efa\u8bae\u201d\u7684\u8fb9\u754c\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u8bb0\u5f55\u7684\u662f&#xff1a;\u6211\u5982\u4f55\u5728 Seed Evolving \u7684\u6307\u5bfc\u4e0b&#xff0c;\u4ece\u4e00\u4e2a\u201c\u6211\u4e0d\u60f3\u8001\u76ef\u91d1\u4ef7\u201d\u7684\u60f3\u6cd5&#xff0c;\u505a\u51fa\u4e00\u4e2a\u53ef\u4ee5\u6293\u771f\u5b9e\u91d1\u4ef7\u3001\u8ba1\u7b97\u76c8\u4e8f\u3001\u8c03\u7528 Seed Evolving API \u751f\u6210\u63d0\u9192\u6587\u6848\u7684\u91d1\u4ef7\u76d1\u63a7 Agent\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260726104258-6a65e4b27e676.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8bf4\u660e&#xff1a;\u672c\u6587\u53ea\u505a\u6280\u672f\u5b9e\u8df5&#xff0c;\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002\u5de5\u5177\u53ea\u8d1f\u8d23\u4ef7\u683c\u76d1\u63a7\u3001\u76c8\u4e8f\u8ba1\u7b97\u548c\u63d0\u9192\u6587\u6848\u751f\u6210&#xff0c;\u4e0d\u9884\u6d4b\u6da8\u8dcc&#xff0c;\u4e0d\u5efa\u8bae\u4e70\u5356\u3002<\/p>\n<h3>\u4e00\u3001\u6211\u60f3\u505a\u4ec0\u4e48<\/h3>\n<p>\u6211\u4e00\u5f00\u59cb\u53ea\u7ed9 Seed Evolving \u63d0\u4e86\u4e00\u4e2a\u5f88\u7c97\u7684\u9700\u6c42&#xff1a;<\/p>\n<p>\u6211\u60f3\u505a\u4e00\u4e2a\u91d1\u4ef7\u76d1\u63a7\u5de5\u5177&#xff0c;\u4e0d\u60f3\u4e00\u76f4\u76ef\u76d8\u3002<br \/>\n\u5b83\u8981\u80fd\u770b\u5b9e\u65f6\u91d1\u4ef7&#xff0c;\u7b97\u6211\u73b0\u5728\u8d5a\u4e86\u8fd8\u662f\u4e8f\u4e86&#xff0c;\u5230\u9608\u503c\u540e\u63d0\u9192\u6211\u3002<br \/>\n\u63d0\u9192\u4e0d\u80fd\u50cf\u6295\u8d44\u5efa\u8bae&#xff0c;\u53ea\u80fd\u505a\u4ef7\u683c\u8bb0\u5f55\u3002<\/p>\n<p>Seed Evolving \u7ed9\u6211\u7684\u62c6\u89e3\u662f&#xff1a;\u5148\u4e0d\u8981\u6025\u7740\u5199\u5b8c\u6574\u7a0b\u5e8f&#xff0c;\u800c\u662f\u628a\u5de5\u5177\u62c6\u6210 5 \u4e2a\u6a21\u5757\u3002<\/p>\n<li>\u91d1\u4ef7\u6570\u636e\u6e90&#xff1a;\u4ece\u4eac\u4e1c\u91d1\u878d\u9875\u9762\u6293\u201c\u5b9e\u65f6\u91d1\u4ef7\u201d\u3002<\/li>\n<li>\u6301\u4ed3\u8ba1\u7b97&#xff1a;\u6839\u636e\u4e70\u5165\u91d1\u4ef7\u548c\u4e70\u5165\u91d1\u989d\u7b97\u514b\u6570\u3002<\/li>\n<li>\u9608\u503c\u5224\u65ad&#xff1a;\u76c8\u5229\u6216\u4e8f\u635f\u8d85\u8fc7\u8bbe\u5b9a\u91d1\u989d\u624d\u63d0\u9192\u3002<\/li>\n<li>Seed Evolving API&#xff1a;\u628a\u6570\u636e\u6574\u7406\u6210\u81ea\u7136\u8bed\u8a00\u63d0\u9192\u3002<\/li>\n<li>\u98ce\u9669\u8fb9\u754c&#xff1a;\u4e0d\u9884\u6d4b\u6da8\u8dcc&#xff0c;\u4e0d\u7ed9\u4e70\u5356\u5efa\u8bae\u3002<\/li>\n<p>\u8fd9\u4e00\u6b65\u5bf9\u6211\u5f88\u6709\u5e2e\u52a9&#xff0c;\u56e0\u4e3a\u5b83\u628a\u4e00\u4e2a\u6a21\u7cca\u60f3\u6cd5\u53d8\u6210\u4e86\u53ef\u4ee5\u9010\u6b65\u5b9e\u73b0\u7684\u4efb\u52a1\u6e05\u5355\u3002<\/p>\n<p>\u5982\u679c\u4e0d\u7528 Seed Evolving&#xff0c;\u6211\u5927\u6982\u7387\u4f1a\u76f4\u63a5\u5199\u6210\u4e00\u53e5\u5f88\u786c\u7684\u6253\u5370&#xff1a;<\/p>\n<p>\u5f53\u524d\u6d6e\u76c8 173.37 \u5143&#xff0c;\u8fbe\u5230\u76c8\u5229\u9608\u503c\u3002<\/p>\n<p>\u4f46 Seed Evolving \u63d0\u9192\u6211&#xff0c;\u91d1\u878d\u7c7b\u5de5\u5177\u6700\u91cd\u8981\u7684\u4e0d\u662f\u628a\u8bdd\u8bf4\u5f97\u523a\u6fc0&#xff0c;\u800c\u662f\u8981\u628a\u201c\u89e6\u53d1\u539f\u56e0\u3001\u5f53\u524d\u72b6\u6001\u3001\u98ce\u9669\u8fb9\u754c\u201d\u8bf4\u6e05\u695a\u3002\u6240\u4ee5\u6700\u540e\u63d0\u9192\u53d8\u6210\u4e86&#xff1a;<\/p>\n<p>\u76c8\u5229\u63d0\u9192&#xff1a;\u5f53\u524d\u91d1\u4ef7 874.91 \u5143\/\u514b&#xff0c;\u6301\u4ed3\u7ea6 11.6279 \u514b&#xff0c;\u6d6e\u52a8\u76c8\u4e8f 173.37 \u5143\u3002\u672c\u63d0\u9192\u4ec5\u7528\u4e8e\u8bb0\u5f55\u4ef7\u683c\u53d8\u5316&#xff0c;\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u5355\u7eaf\u201c\u7f8e\u5316\u6587\u6848\u201d&#xff0c;\u800c\u662f\u8ba9\u5de5\u5177\u4ece\u4e00\u6bb5\u811a\u672c\u53d8\u6210\u4e00\u4e2a\u66f4\u50cf Agent \u7684\u63d0\u9192\u52a9\u624b\u3002<\/p>\n<h3>\u4e8c\u3001\u6574\u4f53\u65b9\u6848<\/h3>\n<p>\u6839\u636e Seed Evolving \u7684\u5efa\u8bae&#xff0c;\u6211\u628a\u5de5\u5177\u62c6\u6210\u4e09\u5c42&#xff1a;<\/p>\n<p>\u91d1\u4ef7\u9875\u9762\/API<br \/>\n   \u2193<br \/>\nPython \u811a\u672c&#xff1a;\u6293\u53d6\u4ef7\u683c\u3001\u8ba1\u7b97\u76c8\u4e8f\u3001\u5224\u65ad\u9608\u503c<br \/>\n   \u2193<br \/>\nSeed Evolving&#xff1a;\u6307\u5bfc\u5b9e\u73b0\u601d\u8def &#043; API \u751f\u6210\u63d0\u9192\u6587\u6848<br \/>\n   \u2193<br \/>\n\u63a7\u5236\u53f0\/\u5f39\u7a97\/\u6d88\u606f\u63a8\u9001<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260726104259-6a65e4b310b9c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>Seed Evolving \u53c2\u4e0e\u4e86\u4e24\u7c7b\u4e8b\u60c5\u3002<\/p>\n<p>\u7b2c\u4e00\u7c7b\u662f\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u6307\u5bfc&#xff1a;<\/p>\n<ul>\n<li>\u5e2e\u6211\u628a\u9700\u6c42\u62c6\u6210\u6570\u636e\u6e90\u3001\u8ba1\u7b97\u3001\u63d0\u9192\u3001\u6a21\u578b\u8c03\u7528\u51e0\u4e2a\u6a21\u5757\u3002<\/li>\n<li>\u5efa\u8bae\u7528 Selenium \u5904\u7406\u4eac\u4e1c\u91d1\u878d\u9875\u9762\u7684 JS \u6e32\u67d3\u3002<\/li>\n<li>\u63d0\u9192\u6211\u628a API Key \u653e\u8fdb\u73af\u5883\u53d8\u91cf\u3002<\/li>\n<li>\u5e2e\u6211\u6536\u7d27 Prompt&#xff0c;\u907f\u514d\u8f93\u51fa\u6295\u8d44\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<p>\u7b2c\u4e8c\u7c7b\u662f\u8fd0\u884c\u65f6\u7684\u80fd\u529b&#xff1a;<\/p>\n<ul>\n<li>\u6839\u636e\u5b9e\u65f6\u91d1\u4ef7\u3001\u6301\u4ed3\u3001\u76c8\u4e8f\u548c\u89e6\u53d1\u539f\u56e0\u751f\u6210\u63d0\u9192\u3002<\/li>\n<li>\u5728 API \u5931\u8d25\u65f6\u4fdd\u7559\u672c\u5730\u515c\u5e95\u6587\u6848\u3002<\/li>\n<li>\u540e\u7eed\u53ef\u4ee5\u6269\u5c55\u6210\u65e5\u62a5\u3001\u5f02\u5e38\u89e3\u91ca\u3001\u591a\u5e73\u53f0\u4ef7\u683c\u6458\u8981\u3002<\/li>\n<\/ul>\n<p>\u5176\u4e2d\u786e\u5b9a\u6027\u7684\u4e8b\u60c5\u4ecd\u7136\u4ea4\u7ed9\u4ee3\u7801&#xff0c;\u800c\u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u548c\u7ec4\u7ec7\u8bed\u8a00\u7684\u4e8b\u60c5\u4ea4\u7ed9 Seed Evolving\u3002<\/p>\n<h3>\u4e09\u3001\u51c6\u5907 API Key<\/h3>\n<p>\u706b\u5c71\u65b9\u821f\u652f\u6301\u4f7f\u7528\u517c\u5bb9 OpenAI SDK \u7684\u65b9\u5f0f\u8c03\u7528\u6a21\u578b\u3002\u8fd9\u91cc\u6211\u4f7f\u7528 Seed Evolving&#xff1a;<\/p>\n<p>\u6211\u5728\u706b\u5c71\u65b9\u821f Agent Plan \u91cc\u521b\u5efa\u4e86\u4e13\u5c5e API Key\u3002\u5b9e\u9645\u53d1\u5e03\u6216\u622a\u56fe\u65f6&#xff0c;\u4e00\u5b9a\u8981\u628a Key \u4e2d\u95f4\u90e8\u5206\u6253\u7801&#xff0c;\u53ea\u4fdd\u7559\u5f00\u5934\u548c\u7ed3\u5c3e\u7528\u4e8e\u8bf4\u660e\u5373\u53ef\u3002<\/p>\n<p><span class=\"token assign-left variable\">ARK_API_KEY<\/span><span class=\"token operator\">&#061;<\/span>\u4f60\u7684\u706b\u5c71\u65b9\u821fAPIKey<br \/>\n<span class=\"token assign-left variable\">ARK_BASE_URL<\/span><span class=\"token operator\">&#061;<\/span>https:\/\/ark.cn-beijing.volces.com\/api\/v3<br \/>\n<span class=\"token assign-left variable\">ARK_MODEL<\/span><span class=\"token operator\">&#061;<\/span>doubao-seed-evolving<\/p>\n<p>\u6ce8\u610f&#xff1a;API Key \u4e0d\u8981\u5199\u6b7b\u5728\u4ee3\u7801\u91cc&#xff0c;\u4e5f\u4e0d\u8981\u63d0\u4ea4\u5230 GitHub\u3002\u5efa\u8bae\u653e\u5230\u73af\u5883\u53d8\u91cf\u91cc\u3002<\/p>\n<p>Python \u4f9d\u8d56&#xff1a;<\/p>\n<p>pip <span class=\"token function\">install<\/span> openai selenium webdriver-manager beautifulsoup4<\/p>\n<h3>\u56db\u3001\u6838\u5fc3\u4ee3\u7801<\/h3>\n<p>\u6309\u7167 Seed Evolving \u7ed9\u51fa\u7684\u62c6\u89e3&#xff0c;\u6211\u6ca1\u6709\u4e00\u4e0a\u6765\u5c31\u5199\u4e00\u4e2a\u5de8\u5927\u7684\u811a\u672c&#xff0c;\u800c\u662f\u628a\u4efb\u52a1\u62c6\u6210\u51e0\u4e2a\u5c0f\u6b65\u9aa4&#xff1a;\u5148\u62ff\u5230\u771f\u5b9e\u91d1\u4ef7&#xff0c;\u518d\u7b97\u76c8\u4e8f&#xff0c;\u518d\u5224\u65ad\u662f\u5426\u63d0\u9192&#xff0c;\u6700\u540e\u628a\u7ed3\u679c\u4ea4\u7ed9 Seed Evolving \u751f\u6210\u6587\u6848\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260726104259-6a65e4b3948fd.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>1. \u5b9a\u4e49\u6570\u636e\u6e90<\/h4>\n<p>\u91d1\u4ef7\u6570\u636e\u6765\u81ea\u4eac\u4e1c\u91d1\u878d\u9ec4\u91d1\u9875\u9762\u3002\u8fd9\u4e2a\u9875\u9762\u9700\u8981 JS \u6e32\u67d3&#xff0c;\u6240\u4ee5\u6211\u7528 Selenium \u6253\u5f00\u9875\u9762&#xff0c;\u518d\u7528 BeautifulSoup \u89e3\u6790\u9875\u9762\u5185\u5bb9\u3002<\/p>\n<p>GOLD_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#034;https:\/\/m.jr.jd.com\/finance-gold\/msjgold\/homepage&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;?from&#061;fhc&amp;ip&#061;66.249.71.78&amp;orderSource&#061;6&amp;ptag&#061;16337378.0.1&#034;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<h4>2. \u6293\u53d6\u5b9e\u65f6\u91d1\u4ef7<\/h4>\n<p>\u6838\u5fc3\u601d\u8def\u662f&#xff1a;\u542f\u52a8\u65e0\u5934 Chrome&#xff0c;\u7b49\u5f85\u9875\u9762\u6e32\u67d3&#xff0c;\u627e\u5230\u5305\u542b\u201c\u5b9e\u65f6\u91d1\u4ef7\u201d\u7684\u8282\u70b9&#xff0c;\u518d\u7528\u6b63\u5219\u63d0\u53d6\u4ef7\u683c\u6570\u5b57\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">fetch_gold_price<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    chrome_options <span class=\"token operator\">&#061;<\/span> Options<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;headless&#061;new&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;disable-gpu&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;window-size&#061;390,844&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    driver <span class=\"token operator\">&#061;<\/span> webdriver<span class=\"token punctuation\">.<\/span>Chrome<span class=\"token punctuation\">(<\/span><br \/>\n        service<span class=\"token operator\">&#061;<\/span>Service<span class=\"token punctuation\">(<\/span>ChromeDriverManager<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>install<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        options<span class=\"token operator\">&#061;<\/span>chrome_options<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        driver<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>GOLD_URL<span class=\"token punctuation\">)<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        soup <span class=\"token operator\">&#061;<\/span> BeautifulSoup<span class=\"token punctuation\">(<\/span>driver<span class=\"token punctuation\">.<\/span>page_source<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;html.parser&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        titles <span class=\"token operator\">&#061;<\/span> soup<span class=\"token punctuation\">.<\/span>find_all<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;span&#034;<\/span><span class=\"token punctuation\">,<\/span> class_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gold-price-persent-title&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> title <span class=\"token keyword\">in<\/span> titles<span class=\"token punctuation\">:<\/span><br \/>\n            text <span class=\"token operator\">&#061;<\/span> title<span class=\"token punctuation\">.<\/span>get_text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034; &#034;<\/span><span class=\"token punctuation\">,<\/span> strip<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token string\">&#034;\u5b9e\u65f6\u91d1\u4ef7&#034;<\/span> <span class=\"token keyword\">in<\/span> text<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">match<\/span> <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;(\\\\d&#043;(?:\\\\.\\\\d&#043;)?)&#034;<\/span><span class=\"token punctuation\">,<\/span> text<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">raise<\/span> RuntimeError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u5728\u9875\u9762\u4e2d\u627e\u5230\u5b9e\u65f6\u91d1\u4ef7&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">finally<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        driver<span class=\"token punctuation\">.<\/span>quit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>3. \u8ba1\u7b97\u6301\u4ed3\u548c\u76c8\u4e8f<\/h4>\n<p>\u8fd9\u91cc\u4e0d\u8ba9\u6a21\u578b\u53c2\u4e0e\u8ba1\u7b97&#xff0c;\u56e0\u4e3a\u8fd9\u7c7b\u7ed3\u679c\u5fc5\u987b\u7a33\u5b9a\u3001\u53ef\u590d\u73b0\u3002\u4e70\u5165\u514b\u6570\u3001\u5f53\u524d\u4ef7\u503c\u3001\u6d6e\u52a8\u76c8\u4e8f\u90fd\u7531\u4ee3\u7801\u76f4\u63a5\u7b97\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">calc_position<\/span><span class=\"token punctuation\">(<\/span>buy_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> buy_amount<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> current_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Position<span class=\"token punctuation\">:<\/span><br \/>\n    weight <span class=\"token operator\">&#061;<\/span> buy_amount <span class=\"token operator\">\/<\/span> buy_price<br \/>\n    current_value <span class=\"token operator\">&#061;<\/span> weight <span class=\"token operator\">*<\/span> current_price<br \/>\n    profit <span class=\"token operator\">&#061;<\/span> current_value <span class=\"token operator\">&#8211;<\/span> buy_amount<br \/>\n    <span class=\"token keyword\">return<\/span> Position<span class=\"token punctuation\">(<\/span>buy_price<span class=\"token punctuation\">,<\/span> buy_amount<span class=\"token punctuation\">,<\/span> weight<span class=\"token punctuation\">,<\/span> current_price<span class=\"token punctuation\">,<\/span> current_value<span class=\"token punctuation\">,<\/span> profit<span class=\"token punctuation\">)<\/span><\/p>\n<h4>4. \u5224\u65ad\u662f\u5426\u89e6\u53d1\u63d0\u9192<\/h4>\n<p>\u9608\u503c\u4e5f\u4ea4\u7ed9\u4ee3\u7801\u5904\u7406\u3002\u6bd4\u5982\u6d6e\u76c8\u8d85\u8fc7 20 \u5143\u89e6\u53d1\u76c8\u5229\u63d0\u9192&#xff0c;\u6d6e\u4e8f\u8d85\u8fc7 30 \u5143\u89e6\u53d1\u4e8f\u635f\u63d0\u9192\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">should_alert<\/span><span class=\"token punctuation\">(<\/span>profit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> profit_threshold<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> loss_threshold<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> profit <span class=\"token operator\">&gt;&#061;<\/span> profit_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u76c8\u5229\u63d0\u9192&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> profit <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>loss_threshold<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e8f\u635f\u63d0\u9192&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u672a\u89e6\u53d1&#034;<\/span><\/p>\n<h4>5. \u8c03\u7528 Seed Evolving \u751f\u6210\u63d0\u9192<\/h4>\n<p>\u8fd9\u4e00\u6bb5\u662f\u8fd0\u884c\u65f6\u771f\u6b63\u8c03\u7528 Seed Evolving API \u7684\u5730\u65b9\u3002\u5b83\u63a5\u6536\u524d\u9762\u4ee3\u7801\u7b97\u51fa\u7684\u7ed3\u6784\u5316\u6570\u636e&#xff0c;\u518d\u751f\u6210\u4e00\u6bb5\u7b26\u5408\u8fb9\u754c\u7684\u63d0\u9192\u3002Prompt \u91cc\u660e\u786e\u9650\u5236\u5b83\u4e0d\u9884\u6d4b\u6da8\u8dcc&#xff0c;\u4e5f\u4e0d\u63d0\u4f9b\u4e70\u5356\u5efa\u8bae\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">ask_seed_evolving<\/span><span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">:<\/span> Position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><br \/>\n        api_key<span class=\"token operator\">&#061;<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        base_url<span class=\"token operator\">&#061;<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_BASE_URL&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;https:\/\/ark.cn-beijing.volces.com\/api\/v3&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><\/p>\n<p>    prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;&#034;&#034;<br \/>\n\u8bf7\u751f\u6210\u4e00\u6bb5\u7b80\u6d01\u7684\u91d1\u4ef7\u63d0\u9192\u6587\u6848\u3002<br \/>\n\u9650\u5236&#xff1a;\u4e0d\u9884\u6d4b\u6da8\u8dcc&#xff0c;\u4e0d\u63d0\u4f9b\u4e70\u5165\u3001\u5356\u51fa\u3001\u52a0\u4ed3\u3001\u6b62\u635f\u7b49\u4ea4\u6613\u5efa\u8bae\u3002<\/p>\n<p>\u6570\u636e&#xff1a;<br \/>\n&#8211; \u89e6\u53d1\u539f\u56e0&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>reason<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"><br \/>\n&#8211; \u5f53\u524d\u91d1\u4ef7&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>current_price<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\/\u514b<br \/>\n&#8211; \u6301\u4ed3\u514b\u6570&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>weight<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.4f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u514b<br \/>\n&#8211; \u6d6e\u52a8\u76c8\u4e8f&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>profit<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143<br \/>\n&#034;&#034;&#034;<\/span><\/span><\/p>\n<p>    response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n        model<span class=\"token operator\">&#061;<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_MODEL&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;doubao-seed-evolving&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u53ea\u751f\u6210\u4ef7\u683c\u63d0\u9192\u6587\u6848&#xff0c;\u4e0d\u63d0\u4f9b\u6295\u8d44\u5efa\u8bae\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        temperature<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.3<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801\u653e\u5728\u6587\u672b\u9644\u5f55\u3002<\/p>\n<h3>\u4e94\u3001Seed Evolving \u5728\u8fd9\u91cc\u505a\u4e86\u4ec0\u4e48<\/h3>\n<p>\u8fd9\u4e2a\u9879\u76ee\u91cc&#xff0c;Seed Evolving \u4e0d\u662f\u6700\u540e\u624d\u63a5\u8fdb\u6765\u7684\u201c\u6587\u6848\u63d2\u4ef6\u201d&#xff0c;\u800c\u662f\u4ece\u8bbe\u8ba1\u9636\u6bb5\u5c31\u53c2\u4e0e\u4e86\u3002<\/p>\n<h4>1. \u5e2e\u6211\u628a\u9700\u6c42\u62c6\u6210\u6a21\u5757<\/h4>\n<p>\u6211\u6700\u5f00\u59cb\u7684\u9700\u6c42\u5f88\u6563&#xff1a;\u76ef\u91d1\u4ef7\u3001\u7b97\u76c8\u4e8f\u3001\u63d0\u9192\u3001\u4e0d\u8981\u592a\u9ebb\u70e6\u3002Seed Evolving \u628a\u5b83\u62c6\u6210\u4e86\u51e0\u4e2a\u660e\u786e\u51fd\u6570&#xff1a;<\/p>\n<p>fetch_gold_price()&#xff1a;\u83b7\u53d6\u5b9e\u65f6\u91d1\u4ef7<br \/>\ncalc_position()&#xff1a;\u8ba1\u7b97\u6301\u4ed3\u548c\u76c8\u4e8f<br \/>\nshould_alert()&#xff1a;\u5224\u65ad\u662f\u5426\u89e6\u53d1\u63d0\u9192<br \/>\nask_seed_evolving()&#xff1a;\u751f\u6210\u63d0\u9192\u6587\u6848<br \/>\nmain()&#xff1a;\u4e32\u8d77\u6574\u4e2a\u6d41\u7a0b<\/p>\n<p>\u8fd9\u8ba9\u6211\u5199\u4ee3\u7801\u65f6\u4e0d\u4f1a\u6df7\u5728\u4e00\u4e2a while \u5faa\u73af\u91cc\u4e71\u5806\u903b\u8f91\u3002<\/p>\n<h4>2. \u6307\u5bfc\u6211\u9009\u771f\u5b9e\u6570\u636e\u6e90\u65b9\u6848<\/h4>\n<p>\u4e00\u5f00\u59cb\u6211\u60f3\u76f4\u63a5\u7528 requests \u6293\u9875\u9762&#xff0c;\u4f46\u4eac\u4e1c\u91d1\u878d\u9875\u9762\u91cc\u7684\u91d1\u4ef7\u662f JS \u6e32\u67d3\u51fa\u6765\u7684\u3002Seed Evolving \u5efa\u8bae\u6211\u6539\u6210 Selenium&#xff1a;\u5148\u6253\u5f00\u9875\u9762&#xff0c;\u7b49\u5f85\u6e32\u67d3&#xff0c;\u518d\u89e3\u6790 HTML\u3002<\/p>\n<p>\u8fd9\u4e2a\u5efa\u8bae\u76f4\u63a5\u51b3\u5b9a\u4e86\u5de5\u5177\u80fd\u4e0d\u80fd\u62ff\u5230\u771f\u5b9e\u91d1\u4ef7&#xff0c;\u800c\u4e0d\u662f\u505c\u7559\u5728\u6a21\u62df\u6570\u636e\u3002<\/p>\n<h4>3. \u5e2e\u6211\u8bbe\u8ba1\u91d1\u878d\u63d0\u9192\u8fb9\u754c<\/h4>\n<p>\u91d1\u4ef7\u63d0\u9192\u5f88\u5bb9\u6613\u5199\u6210\u201c\u53ef\u4ee5\u5356\u4e86\u201d\u201c\u8d76\u7d27\u6b62\u635f\u201d\u8fd9\u79cd\u8bdd&#xff0c;\u4f46\u8fd9\u5c31\u504f\u5411\u6295\u8d44\u5efa\u8bae\u4e86\u3002Seed Evolving \u5e2e\u6211\u628a Prompt \u9650\u5236\u6210&#xff1a;<\/p>\n<p>\u4e0d\u9884\u6d4b\u6da8\u8dcc\u3002<br \/>\n\u4e0d\u63d0\u4f9b\u4e70\u5165\u3001\u5356\u51fa\u3001\u52a0\u4ed3\u3001\u6b62\u635f\u7b49\u4ea4\u6613\u5efa\u8bae\u3002<br \/>\n\u53ea\u8bf4\u660e\u5f53\u524d\u4ef7\u683c\u3001\u6301\u4ed3\u3001\u6d6e\u52a8\u76c8\u4e8f\u548c\u89e6\u53d1\u539f\u56e0\u3002<\/p>\n<p>\u6240\u4ee5\u6700\u540e\u751f\u6210\u7684\u662f\u63d0\u9192&#xff0c;\u800c\u4e0d\u662f\u4ea4\u6613\u5efa\u8bae\u3002<\/p>\n<h4>4. \u8fd0\u884c\u65f6\u751f\u6210\u63d0\u9192\u6587\u6848<\/h4>\n<p>\u5de5\u5177\u8dd1\u8d77\u6765\u540e&#xff0c;Seed Evolving \u4f1a\u6839\u636e\u5b9e\u65f6\u6570\u636e\u751f\u6210\u4e00\u6bb5\u63d0\u9192\u3002\u6bd4\u5982\u8fd9\u6b21\u5b9e\u6d4b\u91cc&#xff0c;\u5b83\u62ff\u5230\u7684\u6570\u636e\u662f&#xff1a;<\/p>\n<p>\u5f53\u524d\u91d1\u4ef7&#xff1a;874.91 \u5143\/\u514b<br \/>\n\u6301\u4ed3\u514b\u6570&#xff1a;11.6279 \u514b<br \/>\n\u6d6e\u52a8\u76c8\u4e8f&#xff1a;173.37 \u5143<br \/>\n\u89e6\u53d1\u539f\u56e0&#xff1a;\u76c8\u5229\u63d0\u9192<\/p>\n<p>\u6700\u540e\u8f93\u51fa&#xff1a;<\/p>\n<p>\u76c8\u5229\u63d0\u9192&#xff1a;\u5f53\u524d\u91d1\u4ef7 874.91 \u5143\/\u514b&#xff0c;\u6301\u4ed3\u7ea6 11.6279 \u514b&#xff0c;\u6d6e\u52a8\u76c8\u4e8f 173.37 \u5143\u3002\u672c\u63d0\u9192\u4ec5\u7528\u4e8e\u8bb0\u5f55\u4ef7\u683c\u53d8\u5316&#xff0c;\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u4e2a\u70b9\u624d\u662f\u5b83\u6700\u9002\u5408\u7684\u4f4d\u7f6e&#xff1a;Seed Evolving \u5148\u6307\u5bfc\u6211\u628a\u5de5\u5177\u62c6\u6e05\u695a&#xff0c;\u518d\u5728\u8fd0\u884c\u65f6\u628a\u7ed3\u679c\u8bf4\u5f97\u6e05\u695a\u3001\u514b\u5236\u3001\u7b26\u5408\u8fb9\u754c\u3002<\/p>\n<h3>\u516d\u3001\u5b9e\u6d4b\u6548\u679c<\/h3>\n<p>\u5047\u8bbe\u8f93\u5165&#xff1a;<\/p>\n<p>\u4e70\u5165\u91d1\u4ef7&#xff1a;860.00<br \/>\n\u4e70\u5165\u91d1\u989d&#xff1a;10000<br \/>\n\u76c8\u5229\u63d0\u9192\u9608\u503c&#xff1a;20<br \/>\n\u4e8f\u635f\u63d0\u9192\u9608\u503c&#xff1a;30<br \/>\n\u5f53\u524d\u91d1\u4ef7&#xff1a;874.91<\/p>\n<p>\u7a0b\u5e8f\u4f1a\u5148\u8ba1\u7b97&#xff1a;<\/p>\n<p>\u4e70\u5165\u514b\u6570&#xff1a;11.6279 \u514b<br \/>\n\u5f53\u524d\u4ef7\u503c&#xff1a;10173.37 \u5143<br \/>\n\u6d6e\u52a8\u76c8\u4e8f&#xff1a;173.37 \u5143<\/p>\n<p>\u56e0\u4e3a\u6d6e\u76c8\u8d85\u8fc7 20 \u5143&#xff0c;\u89e6\u53d1\u76c8\u5229\u63d0\u9192&#xff0c;\u7136\u540e\u4ea4\u7ed9 Seed Evolving \u751f\u6210\u6587\u6848&#xff1a;<\/p>\n<p>\u91d1\u4ef7\u5df2\u89e6\u53d1\u76c8\u5229\u63d0\u9192&#xff1a;\u5f53\u524d\u91d1\u4ef7\u4e3a 874.91 \u5143\/\u514b&#xff0c;\u4f60\u7684\u6301\u4ed3\u7ea6 11.6279 \u514b&#xff0c;\u5f53\u524d\u6d6e\u52a8\u76c8\u4e8f\u7ea6 173.37 \u5143&#xff0c;\u5df2\u8d85\u8fc7\u8bbe\u7f6e\u7684\u76c8\u5229\u63d0\u9192\u9608\u503c\u3002\u8bf7\u628a\u5b83\u4f5c\u4e3a\u4ef7\u683c\u53d8\u5316\u8bb0\u5f55\u53c2\u8003&#xff0c;\u4e0d\u8981\u4ec5\u51ed\u5355\u6b21\u63d0\u9192\u505a\u4ea4\u6613\u51b3\u7b56\u3002<\/p>\n<p>\u8fd9\u6837\u6211\u4e0d\u7528\u4e00\u76f4\u76ef\u76d8&#xff0c;\u53ea\u9700\u8981\u5728\u89e6\u53d1\u9608\u503c\u65f6\u770b\u4e00\u773c\u63d0\u9192\u3002\u4e0b\u9762\u662f\u6211\u5728 VS Code \u91cc\u5b9e\u9645\u8fd0\u884c\u7684\u622a\u56fe&#xff0c;\u53ef\u4ee5\u770b\u5230\u6570\u636e\u6e90\u3001\u5b9e\u65f6\u91d1\u4ef7&#xff0c;\u4ee5\u53ca Seed Evolving \u751f\u6210\u7684\u63d0\u9192\u6587\u6848\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260726104300-6a65e4b40a616.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e03\u3001\u8e29\u5751\u8bb0\u5f55<\/h3>\n<h4>1. API Key \u4e0d\u80fd\u5199\u8fdb\u4ee3\u7801<\/h4>\n<p>\u6700\u5f00\u59cb\u6211\u5dee\u70b9\u76f4\u63a5\u628a Key \u653e\u8fdb\u811a\u672c\u91cc&#xff0c;\u8fd9\u975e\u5e38\u5371\u9669\u3002\u6b63\u786e\u65b9\u5f0f\u662f\u7528\u73af\u5883\u53d8\u91cf\u8bfb\u53d6&#xff1a;<\/p>\n<p>api_key <span class=\"token operator\">&#061;<\/span> os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5982\u679c\u6ca1\u6709\u914d\u7f6e Key&#xff0c;\u5c31\u81ea\u52a8\u9000\u56de\u672c\u5730\u6a21\u677f\u63d0\u9192\u3002<\/p>\n<h4>2. \u9875\u9762\u7ed3\u6784\u53ef\u80fd\u53d8\u5316<\/h4>\n<p>\u91d1\u4ef7\u9875\u9762\u5982\u679c\u6539\u7248&#xff0c;\u722c\u866b\u9009\u62e9\u5668\u53ef\u80fd\u5931\u6548\u3002\u6240\u4ee5\u6211\u628a fetch_gold_price() \u5355\u72ec\u5c01\u88c5\u51fa\u6765&#xff0c;\u540e\u7eed\u66f4\u6362\u6570\u636e\u6e90\u65f6\u4e0d\u5f71\u54cd\u76c8\u4e8f\u8ba1\u7b97\u548c\u63d0\u9192\u903b\u8f91\u3002<\/p>\n<h4>3. \u4e0d\u8981\u91cd\u590d\u63d0\u9192<\/h4>\n<p>\u5982\u679c\u6bcf 30 \u79d2\u68c0\u67e5\u4e00\u6b21&#xff0c;\u8fbe\u5230\u9608\u503c\u540e\u53ef\u80fd\u4e00\u76f4\u5237\u5c4f\u3002\u6240\u4ee5\u4ee3\u7801\u91cc\u7528 last_reason \u505a\u4e86\u4e00\u5c42\u7b80\u5355\u53bb\u91cd&#xff0c;\u907f\u514d\u540c\u4e00\u79cd\u63d0\u9192\u91cd\u590d\u5f39\u51fa\u3002<\/p>\n<h4>4. \u91d1\u878d\u5185\u5bb9\u8981\u5b88\u8fb9\u754c<\/h4>\n<p>\u8fd9\u4e2a\u5de5\u5177\u53ea\u63d0\u9192\u201c\u53d1\u751f\u4e86\u4ec0\u4e48\u201d&#xff0c;\u4e0d\u544a\u8bc9\u7528\u6237\u201c\u8be5\u600e\u4e48\u4ea4\u6613\u201d\u3002Prompt \u91cc\u4e5f\u660e\u786e\u9650\u5236\u4e86&#xff1a;<\/p>\n<p>\u4e0d\u9884\u6d4b\u6da8\u8dcc&#xff0c;\u4e0d\u7ed9\u4e70\u5165\u3001\u5356\u51fa\u3001\u52a0\u4ed3\u3001\u6b62\u635f\u7b49\u4ea4\u6613\u5efa\u8bae\u3002<\/p>\n<h3>\u516b\u3001\u8fd8\u80fd\u600e\u4e48\u6269\u5c55<\/h3>\n<p>\u540e\u7eed\u6211\u60f3\u7ee7\u7eed\u52a0\u51e0\u4e2a\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u63a5\u5165\u90ae\u4ef6\u3001\u4f01\u4e1a\u5fae\u4fe1\u6216\u98de\u4e66\u673a\u5668\u4eba\u63a8\u9001\u3002<\/li>\n<li>\u8bb0\u5f55\u6bcf\u6b21\u4ef7\u683c&#xff0c;\u81ea\u52a8\u751f\u6210\u8d70\u52bf\u56fe\u3002<\/li>\n<li>\u6bcf\u5929\u665a\u4e0a\u8ba9 Seed Evolving \u751f\u6210\u4e00\u6bb5\u91d1\u4ef7\u76d1\u63a7\u65e5\u62a5\u3002<\/li>\n<li>\u540c\u65f6\u76d1\u63a7\u591a\u4e2a\u5e73\u53f0\u91d1\u4ef7&#xff0c;\u63d0\u793a\u4ef7\u5dee\u3002<\/li>\n<li>\u505a\u6210\u4e00\u4e2a\u684c\u9762\u5c0f\u7a97&#xff0c;\u653e\u5728\u7535\u8111\u53f3\u4e0b\u89d2\u3002<\/li>\n<\/ul>\n<p>\u5176\u4e2d\u6211\u6700\u60f3\u505a\u7684\u662f\u201c\u6bcf\u65e5\u6458\u8981\u201d\u3002\u56e0\u4e3a\u5355\u6b21\u63d0\u9192\u89e3\u51b3\u7684\u662f\u5373\u65f6\u95ee\u9898&#xff0c;\u65e5\u62a5\u89e3\u51b3\u7684\u662f\u590d\u76d8\u95ee\u9898\u3002<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>\u8fd9\u4e2a\u91d1\u4ef7\u54e8\u5175\u4e0d\u662f\u4e00\u4e2a\u590d\u6742\u9879\u76ee&#xff0c;\u4f46\u5b83\u5f88\u9002\u5408\u7528\u6765\u9a8c\u8bc1 Seed Evolving \u5728\u5c0f\u5de5\u5177\u91cc\u7684\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u771f\u5b9e\u9700\u6c42\u6765\u81ea\u751f\u6d3b\u3002<\/li>\n<li>Python \u8d1f\u8d23\u7a33\u5b9a\u8ba1\u7b97\u548c\u6293\u53d6\u771f\u5b9e\u6570\u636e\u3002<\/li>\n<li>Seed Evolving \u8d1f\u8d23\u9700\u6c42\u62c6\u89e3\u3001\u5b9e\u73b0\u5efa\u8bae\u3001Prompt \u8fb9\u754c\u548c\u8fd0\u884c\u65f6\u63d0\u9192\u751f\u6210\u3002<\/li>\n<li>\u6574\u4e2a\u5de5\u5177\u53ef\u8fd0\u884c\u3001\u53ef\u6269\u5c55\u3001\u53ef\u7ee7\u7eed\u8fed\u4ee3\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u6211\u6765\u8bf4&#xff0c;AI \u7f16\u7a0b\u6700\u6709\u610f\u601d\u7684\u5730\u65b9\u4e0d\u662f\u751f\u6210\u4e00\u5927\u6bb5\u770b\u8d77\u6765\u5f88\u5389\u5bb3\u7684\u4ee3\u7801&#xff0c;\u800c\u662f\u628a\u4e00\u4e2a\u5f88\u5c0f\u3001\u5f88\u5177\u4f53\u3001\u771f\u7684\u4f1a\u7528\u5230\u7684\u9700\u6c42\u505a\u5b8c\u6574\u3002<\/p>\n<p>\u8fd9\u6b21\u7684\u7ed3\u8bba\u4e5f\u5f88\u7b80\u5355&#xff1a;\u4e0d\u7528\u4e00\u76f4\u76ef\u76d8\u4e86&#xff0c;\u8ba9\u5de5\u5177\u66ff\u6211\u76ef\u7740\u5c31\u884c\u3002<\/p>\n<h3>\u9644&#xff1a;\u5b8c\u6574\u4ee3\u7801<\/h3>\n<p><span class=\"token keyword\">import<\/span> os<br \/>\n<span class=\"token keyword\">import<\/span> re<br \/>\n<span class=\"token keyword\">import<\/span> time<br \/>\n<span class=\"token keyword\">from<\/span> dataclasses <span class=\"token keyword\">import<\/span> dataclass<\/p>\n<p><span class=\"token keyword\">from<\/span> bs4 <span class=\"token keyword\">import<\/span> BeautifulSoup<br \/>\n<span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<br \/>\n<span class=\"token keyword\">from<\/span> selenium <span class=\"token keyword\">import<\/span> webdriver<br \/>\n<span class=\"token keyword\">from<\/span> selenium<span class=\"token punctuation\">.<\/span>webdriver<span class=\"token punctuation\">.<\/span>chrome<span class=\"token punctuation\">.<\/span>options <span class=\"token keyword\">import<\/span> Options<br \/>\n<span class=\"token keyword\">from<\/span> selenium<span class=\"token punctuation\">.<\/span>webdriver<span class=\"token punctuation\">.<\/span>chrome<span class=\"token punctuation\">.<\/span>service <span class=\"token keyword\">import<\/span> Service<br \/>\n<span class=\"token keyword\">from<\/span> webdriver_manager<span class=\"token punctuation\">.<\/span>chrome <span class=\"token keyword\">import<\/span> ChromeDriverManager<\/p>\n<p>GOLD_URL <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#034;https:\/\/m.jr.jd.com\/finance-gold\/msjgold\/homepage&#034;<\/span><br \/>\n    <span class=\"token string\">&#034;?from&#061;fhc&amp;ip&#061;66.249.71.78&amp;orderSource&#061;6&amp;ptag&#061;16337378.0.1&#034;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;dataclass<\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Position<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    buy_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    buy_amount<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    weight<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    current_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    current_value<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    profit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">fetch_gold_price<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    chrome_options <span class=\"token operator\">&#061;<\/span> Options<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;headless&#061;new&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;disable-gpu&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chrome_options<span class=\"token punctuation\">.<\/span>add_argument<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#8211;window-size&#061;390,844&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    driver <span class=\"token operator\">&#061;<\/span> webdriver<span class=\"token punctuation\">.<\/span>Chrome<span class=\"token punctuation\">(<\/span><br \/>\n        service<span class=\"token operator\">&#061;<\/span>Service<span class=\"token punctuation\">(<\/span>ChromeDriverManager<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>install<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        options<span class=\"token operator\">&#061;<\/span>chrome_options<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        driver<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>GOLD_URL<span class=\"token punctuation\">)<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        soup <span class=\"token operator\">&#061;<\/span> BeautifulSoup<span class=\"token punctuation\">(<\/span>driver<span class=\"token punctuation\">.<\/span>page_source<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;html.parser&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        titles <span class=\"token operator\">&#061;<\/span> soup<span class=\"token punctuation\">.<\/span>find_all<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;span&#034;<\/span><span class=\"token punctuation\">,<\/span> class_<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gold-price-persent-title&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> title <span class=\"token keyword\">in<\/span> titles<span class=\"token punctuation\">:<\/span><br \/>\n            text <span class=\"token operator\">&#061;<\/span> title<span class=\"token punctuation\">.<\/span>get_text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034; &#034;<\/span><span class=\"token punctuation\">,<\/span> strip<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token string\">&#034;\u5b9e\u65f6\u91d1\u4ef7&#034;<\/span> <span class=\"token keyword\">in<\/span> text<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">match<\/span> <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;(\\\\d&#043;(?:\\\\.\\\\d&#043;)?)&#034;<\/span><span class=\"token punctuation\">,<\/span> text<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        page_text <span class=\"token operator\">&#061;<\/span> soup<span class=\"token punctuation\">.<\/span>get_text<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034; &#034;<\/span><span class=\"token punctuation\">,<\/span> strip<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">match<\/span> <span class=\"token operator\">&#061;<\/span> re<span class=\"token punctuation\">.<\/span>search<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;\u5b9e\u65f6\u91d1\u4ef7\\\\s*(\\\\d&#043;(?:\\\\.\\\\d&#043;)?)&#034;<\/span><span class=\"token punctuation\">,<\/span> page_text<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>group<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">raise<\/span> RuntimeError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u5728\u9875\u9762\u4e2d\u627e\u5230\u5b9e\u65f6\u91d1\u4ef7&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">finally<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        driver<span class=\"token punctuation\">.<\/span>quit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">calc_position<\/span><span class=\"token punctuation\">(<\/span>buy_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> buy_amount<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> current_price<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Position<span class=\"token punctuation\">:<\/span><br \/>\n    weight <span class=\"token operator\">&#061;<\/span> buy_amount <span class=\"token operator\">\/<\/span> buy_price<br \/>\n    current_value <span class=\"token operator\">&#061;<\/span> weight <span class=\"token operator\">*<\/span> current_price<br \/>\n    profit <span class=\"token operator\">&#061;<\/span> current_value <span class=\"token operator\">&#8211;<\/span> buy_amount<br \/>\n    <span class=\"token keyword\">return<\/span> Position<span class=\"token punctuation\">(<\/span>buy_price<span class=\"token punctuation\">,<\/span> buy_amount<span class=\"token punctuation\">,<\/span> weight<span class=\"token punctuation\">,<\/span> current_price<span class=\"token punctuation\">,<\/span> current_value<span class=\"token punctuation\">,<\/span> profit<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">should_alert<\/span><span class=\"token punctuation\">(<\/span>profit<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> profit_threshold<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">,<\/span> loss_threshold<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> profit <span class=\"token operator\">&gt;&#061;<\/span> profit_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u76c8\u5229\u63d0\u9192&#034;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> profit <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>loss_threshold<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e8f\u635f\u63d0\u9192&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u672a\u89e6\u53d1&#034;<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">fallback_message<\/span><span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">:<\/span> Position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>reason<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff1a;\u5f53\u524d\u91d1\u4ef7 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>current_price<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\/\u514b&#xff0c;&#034;<\/span><\/span><br \/>\n        <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6301\u4ed3\u7ea6 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>weight<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.4f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u514b&#xff0c;\u6d6e\u52a8\u76c8\u4e8f <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>profit<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\u3002&#034;<\/span><\/span><br \/>\n        <span class=\"token string\">&#034;\u672c\u63d0\u9192\u4ec5\u7528\u4e8e\u8bb0\u5f55\u4ef7\u683c\u53d8\u5316&#xff0c;\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\u3002&#034;<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">ask_seed_evolving<\/span><span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">:<\/span> Position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    api_key <span class=\"token operator\">&#061;<\/span> os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    base_url <span class=\"token operator\">&#061;<\/span> os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_BASE_URL&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;https:\/\/ark.cn-beijing.volces.com\/api\/v3&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    model <span class=\"token operator\">&#061;<\/span> os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ARK_MODEL&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;doubao-seed-evolving&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> api_key<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> fallback_message<span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">)<\/span><\/p>\n<p>    client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span>api_key<span class=\"token operator\">&#061;<\/span>api_key<span class=\"token punctuation\">,<\/span> base_url<span class=\"token operator\">&#061;<\/span>base_url<span class=\"token punctuation\">)<\/span><br \/>\n    prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;&#034;&#034;<br \/>\n\u8bf7\u751f\u6210\u4e00\u6bb5\u7b80\u6d01\u7684\u91d1\u4ef7\u63d0\u9192\u6587\u6848\u3002<\/p>\n<p>\u9650\u5236&#xff1a;<br \/>\n1. \u4e0d\u9884\u6d4b\u6da8\u8dcc\u3002<br \/>\n2. \u4e0d\u63d0\u4f9b\u4e70\u5165\u3001\u5356\u51fa\u3001\u52a0\u4ed3\u3001\u6b62\u635f\u7b49\u4ea4\u6613\u5efa\u8bae\u3002<br \/>\n3. \u6700\u540e\u52a0\u4e00\u53e5\u98ce\u9669\u63d0\u793a\u3002<\/p>\n<p>\u6570\u636e&#xff1a;<br \/>\n&#8211; \u89e6\u53d1\u539f\u56e0&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>reason<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"><br \/>\n&#8211; \u4e70\u5165\u91d1\u4ef7&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>buy_price<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\/\u514b<br \/>\n&#8211; \u4e70\u5165\u91d1\u989d&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>buy_amount<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143<br \/>\n&#8211; \u6301\u4ed3\u514b\u6570&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>weight<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.4f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u514b<br \/>\n&#8211; \u5f53\u524d\u91d1\u4ef7&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>current_price<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\/\u514b<br \/>\n&#8211; \u5f53\u524d\u4ef7\u503c&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>current_value<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143<br \/>\n&#8211; \u6d6e\u52a8\u76c8\u4e8f&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>profit<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143<br \/>\n&#034;&#034;&#034;<\/span><\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n            model<span class=\"token operator\">&#061;<\/span>model<span class=\"token punctuation\">,<\/span><br \/>\n            messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n                <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u53ea\u751f\u6210\u4ef7\u683c\u63d0\u9192\u6587\u6848&#xff0c;\u4e0d\u63d0\u4f9b\u6295\u8d44\u5efa\u8bae\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> prompt<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            temperature<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.3<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> exc<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> fallback_message<span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\\\\nSeed Evolving \u8c03\u7528\u5931\u8d25&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>exc<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    buy_price <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;BUY_PRICE&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;860.00&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    buy_amount <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;BUY_AMOUNT&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;10000&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    profit_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;PROFIT_THRESHOLD&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;20&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    loss_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;LOSS_THRESHOLD&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;30&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    current_price <span class=\"token operator\">&#061;<\/span> fetch_gold_price<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    position <span class=\"token operator\">&#061;<\/span> calc_position<span class=\"token punctuation\">(<\/span>buy_price<span class=\"token punctuation\">,<\/span> buy_amount<span class=\"token punctuation\">,<\/span> current_price<span class=\"token punctuation\">)<\/span><br \/>\n    alert<span class=\"token punctuation\">,<\/span> reason <span class=\"token operator\">&#061;<\/span> should_alert<span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">.<\/span>profit<span class=\"token punctuation\">,<\/span> profit_threshold<span class=\"token punctuation\">,<\/span> loss_threshold<span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#061;&#061;&#061; \u91d1\u4ef7\u76d1\u63a7 Agent Demo &#061;&#061;&#061;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6570\u636e\u6e90&#xff1a;\u4eac\u4e1c\u91d1\u878d\u5b9e\u65f6\u91d1\u4ef7&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6a21\u578b&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>os<span class=\"token punctuation\">.<\/span>getenv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;ARK_MODEL&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;doubao-seed-evolving&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5f53\u524d\u91d1\u4ef7&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>current_price<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143\/\u514b&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6301\u4ed3\u514b\u6570&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>weight<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.4f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u514b&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6d6e\u52a8\u76c8\u4e8f&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>position<span class=\"token punctuation\">.<\/span>profit<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5143&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u89e6\u53d1\u72b6\u6001&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>reason<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> alert<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n&#061;&#061;&#061; Seed Evolving \u63d0\u9192 &#061;&#061;&#061;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>ask_seed_evolving<span class=\"token punctuation\">(<\/span>position<span class=\"token punctuation\">,<\/span> reason<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n\u672a\u8fbe\u5230\u63d0\u9192\u9608\u503c\u3002&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\u91d1\u4ef7\u6ce2\u52a8\u6bd4\u8f83\u9891\u7e41&#xff0c;\u6211\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e2a\u5f88\u771f\u5b9e\u7684\u95ee\u9898&#xff1a;\u60f3\u77e5\u9053\u81ea\u5df1\u4e70\u5165\u7684\u9ec4\u91d1\u73b0\u5728\u5927\u6982\u662f\u8d5a\u4e86\u8fd8\u662f\u4e8f\u4e86&#xff0c;\u4f46\u53c8\u4e0d\u60f3\u9694\u51e0\u5206\u949f\u5c31\u6253\u5f00 App \u770b\u4e00\u773c\u3002<br \/>\n\u4e8e\u662f\u6211\u628a\u8fd9\u4e2a\u9700\u6c42\u4e22\u7ed9 Seed Evolving&#xff0c;\u8ba9\u5b83\u5148\u5e2e\u6211\u62c6\u6210\u4e00\u4e2a\u80fd\u843d\u5730\u7684\u5c0f\u5de5\u5177&#xff1a;\u6570\u636e\u4ece\u54ea\u91cc\u6765\u3001\u54ea\u4e9b\u903b\u8f91\u5fc5\u987b\u7531\u4ee3\u7801\u786e\u5b9a\u8ba1\u7b97\u3001\u54ea\u4e9b\u90e8\u5206\u9002\u5408\u4ea4\u7ed9\u6a21\u578b\u751f\u6210\u3001\u91d1\u878d\u63d0\u9192\u5e94\u8be5\u600e\u4e48\u907f\u5f00\u201c\u6295\u8d44\u5efa\u8bae\u201d\u7684\u8fb9\u754c\u3002<br \/>\n\u8fd9\u7bc7\u6587\u7ae0\u8bb0\u5f55\u7684\u662f&#xff1a;\u6211\u5982\u4f55\u5728 Seed Evolving \u7684\u6307\u5bfc\u4e0b<\/p>\n","protected":false},"author":2,"featured_media":84860,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[84],"topic":[],"class_list":["post-84864","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-android"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6211\u7528 Seed Evolving \u505a\u4e86\u4e2a\u91d1\u4ef7\u54e8\u5175\uff1a\u4e0d\u7528\u76ef\u76d8\uff0c\u4e5f\u80fd\u81ea\u52a8\u751f\u6210\u63d0\u9192 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/84864.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6211\u7528 Seed Evolving \u505a\u4e86\u4e2a\u91d1\u4ef7\u54e8\u5175\uff1a\u4e0d\u7528\u76ef\u76d8\uff0c\u4e5f\u80fd\u81ea\u52a8\u751f\u6210\u63d0\u9192 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6700\u8fd1\u91d1\u4ef7\u6ce2\u52a8\u6bd4\u8f83\u9891\u7e41&#xff0c;\u6211\u7ecf\u5e38\u4f1a\u9047\u5230\u4e00\u4e2a\u5f88\u771f\u5b9e\u7684\u95ee\u9898&#xff1a;\u60f3\u77e5\u9053\u81ea\u5df1\u4e70\u5165\u7684\u9ec4\u91d1\u73b0\u5728\u5927\u6982\u662f\u8d5a\u4e86\u8fd8\u662f\u4e8f\u4e86&#xff0c;\u4f46\u53c8\u4e0d\u60f3\u9694\u51e0\u5206\u949f\u5c31\u6253\u5f00 App \u770b\u4e00\u773c\u3002 \u4e8e\u662f\u6211\u628a\u8fd9\u4e2a\u9700\u6c42\u4e22\u7ed9 Seed 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name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/84864.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/84864.html\",\"name\":\"\u6211\u7528 Seed Evolving \u505a\u4e86\u4e2a\u91d1\u4ef7\u54e8\u5175\uff1a\u4e0d\u7528\u76ef\u76d8\uff0c\u4e5f\u80fd\u81ea\u52a8\u751f\u6210\u63d0\u9192 - 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