{"id":91341,"date":"2026-08-07T17:41:29","date_gmt":"2026-08-07T09:41:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/91341.html"},"modified":"2026-08-07T17:41:29","modified_gmt":"2026-08-07T09:41:29","slug":"%e7%94%a8seed-evolving%e9%ab%98%e5%be%b7%e5%9c%b0%e5%9b%be%e5%81%9a%e5%9f%8e%e5%b8%82%e6%97%85%e8%a1%8c%e8%a7%84%e5%88%92agent%ef%bc%8c%e5%ae%8c%e7%be%8e%e8%a7%a3%e5%86%b3%e5%87%ba%e8%a1%8c%e9%80%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/91341.html","title":{"rendered":"\u7528Seed Evolving+\u9ad8\u5fb7\u5730\u56fe\u505a\u57ce\u5e02\u65c5\u884c\u89c4\u5212Agent\uff0c\u5b8c\u7f8e\u89e3\u51b3\u51fa\u884c\u9009\u62e9\u56f0\u96be"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094117-6a75a83dc1ff5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u524d\u8a00<\/h3>\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u7ecf\u5e38\u5199 Flask \u540e\u7aef\u7684 Python \u5f00\u53d1\u8005&#xff0c;\u6211\u5e73\u65f6\u4e60\u60ef\u7528\u9ad8\u5fb7 API \u505a\u4e00\u4e9b\u4f4d\u7f6e\u76f8\u5173\u7684\u5de5\u5177\u3002\u524d\u6bb5\u65f6\u95f4\u770b\u5230 Seed Evolving \u6a21\u578b\u505a\u4e86\u7b2c\u4e8c\u6b21\u5347\u7ea7&#xff0c;\u4e3b\u6253 Coding \u5de5\u7a0b\u80fd\u529b\u3001Agent \u68c0\u7d22\u80fd\u529b\u548c\u5e7b\u89c9\u63a7\u5236\u4e09\u4e2a\u65b9\u5411\u7684\u63d0\u5347\u3002\u6b63\u597d\u624b\u5934\u6709\u9ad8\u5fb7\u5f00\u653e\u5e73\u53f0\u7684 API Key&#xff0c;\u5c31\u60f3\u8bd5\u8bd5&#xff1a;\u80fd\u4e0d\u80fd\u8ba9 Evolving \u6a21\u578b\u5f53&#034;\u5927\u8111&#034;&#xff0c;\u9ad8\u5fb7 API \u5f53&#034;\u773c\u775b&#034;&#xff0c;\u642d\u4e00\u4e2a\u80fd\u771f\u6b63\u7528\u7684\u57ce\u5e02\u65c5\u884c\u89c4\u5212 Agent&#xff1f;<\/p>\n<p>\u7b54\u6848\u662f&#xff1a;\u80fd&#xff0c;\u800c\u4e14\u6548\u679c\u6bd4\u6211\u60f3\u8c61\u4e2d\u597d\u3002<\/p>\n<p>\u672c\u7bc7\u662f\u4e00\u4e2a Python \u5f00\u53d1\u8005\u7684\u771f\u5b9e\u642d\u5efa\u8bb0\u5f55&#xff1a;\u8ba9 AI \u5e2e\u4f60\u89c4\u5212\u4e00\u573a\u5b8c\u7f8e\u7684\u57ce\u5e02\u65c5\u884c\u3002<\/p>\n<h3>\u60f3\u505a\u4ec0\u4e48<\/h3>\n<p>\u7b80\u5355\u8bf4&#xff0c;\u5c31\u662f\u7528\u6237\u8f93\u5165\u4e00\u4e2a\u57ce\u5e02\u540d\u548c\u65c5\u884c\u504f\u597d&#xff0c;Agent \u81ea\u52a8\u5e2e\u4f60&#xff1a;<\/p>\n<li>\u89c4\u5212\u6bcf\u5929\u7684\u884c\u7a0b&#xff08;\u4e0a\u5348\u3001\u4e0b\u5348\u3001\u665a\u4e0a\u5206\u522b\u53bb\u54ea&#xff09;<\/li>\n<li>\u4ece\u9ad8\u5fb7 API \u62c9\u53d6\u771f\u5b9e\u666f\u70b9\u4fe1\u606f&#xff08;\u5730\u5740\u3001\u8bc4\u5206\u3001\u7535\u8bdd&#xff09;<\/li>\n<li>\u67e5\u5f53\u5929\u5929\u6c14&#xff0c;\u7ed9\u51fa\u7a7f\u8863\u548c\u51fa\u884c\u5efa\u8bae<\/li>\n<li>\u751f\u6210\u4e00\u7bc7\u6709\u6e29\u5ea6\u7684\u65c5\u884c\u6307\u5357\u6587\u6848<\/li>\n<li>\u8fd8\u80fd\u7ee7\u7eed\u8ffd\u95ee&#xff0c;\u6bd4\u5982&#034;\u676d\u5dde\u6709\u4ec0\u4e48\u597d\u5403\u7684&#034;<\/li>\n<p>\u6838\u5fc3\u601d\u8def\u662f\u9a8c\u8bc1 Seed Evolving \u7684\u4e09\u4e2a\u5347\u7ea7\u70b9&#xff1a;<\/p>\n<ul>\n<li>Agent \u80fd\u529b&#xff1a;\u591a\u6b65\u9aa4\u4efb\u52a1\u89c4\u5212&#xff0c;\u8c03\u7528\u5916\u90e8\u5de5\u5177&#xff0c;\u6574\u5408\u7ed3\u679c<\/li>\n<li>\u68c0\u7d22\u80fd\u529b&#xff1a;\u901a\u8fc7\u9ad8\u5fb7 API \u641c\u7d22\u771f\u5b9e\u666f\u70b9\u548c\u7f8e\u98df<\/li>\n<li>\u5e7b\u89c9\u63a7\u5236&#xff1a;\u57fa\u4e8e\u771f\u5b9e API \u6570\u636e\u751f\u6210\u5185\u5bb9&#xff0c;\u4e0d\u7f16\u9020\u5730\u5740\u548c\u8bc4\u5206<\/li>\n<\/ul>\n<h3>\u600e\u4e48\u642d\u7684<\/h3>\n<h4>\u6280\u672f\u6808<\/h4>\n<table>\n<tr>\u7ec4\u4ef6\u9009\u578b\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u6a21\u578b<\/td>\n<td>Doubao-Seed-Evolving<\/td>\n<td>\u706b\u5c71\u65b9\u821f\u5e73\u53f0\u8c03\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u5730\u56fe API<\/td>\n<td>\u9ad8\u5fb7\u5f00\u653e\u5e73\u53f0<\/td>\n<td>\u5730\u7406\u7f16\u7801\u3001POI \u641c\u7d22\u3001\u5929\u6c14\u67e5\u8be2<\/td>\n<\/tr>\n<tr>\n<td>\u540e\u7aef<\/td>\n<td>Flask &#043; Python<\/td>\n<td>\u8f7b\u91cf Web \u6846\u67b6<\/td>\n<\/tr>\n<tr>\n<td>\u524d\u7aef<\/td>\n<td>\u539f\u751f HTML\/CSS\/JS<\/td>\n<td>\u4e0d\u4f9d\u8d56\u6846\u67b6&#xff0c;\u4e00\u4e2a\u6587\u4ef6\u641e\u5b9a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>\u63a5\u5165 Seed Evolving<\/h4>\n<p>\u706b\u5c71\u65b9\u821f\u7684 API \u5b8c\u5168\u517c\u5bb9 OpenAI \u683c\u5f0f&#xff0c;\u63a5\u5165\u975e\u5e38\u7b80\u5355\u3002\u5148\u5728\u63a7\u5236\u53f0\u521b\u5efa\u63a8\u7406\u63a5\u5165\u70b9&#xff0c;\u62ff\u5230 Endpoint ID&#xff0c;\u7136\u540e\u76f4\u63a5 HTTP \u8c03\u7528\u5c31\u884c&#xff1a;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094118-6a75a83eb4f83.png\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u521b\u5efa\u5728\u7ebf\u63a8\u7406&#xff1a;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094120-6a75a84067fd8.png\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0b\u4e00\u6b65\u5f00\u901a\u6388\u6743\u6a21\u578b&#xff0c;\u4eab\u53d7\u514d\u8d39token&#xff0c;\u4e0d\u9519\u4e0d\u9519!<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094122-6a75a842203ab.png\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5f00\u901a\u5e76\u6388\u6743\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094122-6a75a8429959e.png\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4ee3\u7801\u5982\u4e0b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> requests<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">call_evolving<\/span><span class=\"token punctuation\">(<\/span>messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    headers <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;Content-Type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;Authorization&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Bearer <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ARK_API_KEY<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    payload <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;ep-20260805083044-t5r5c&#034;<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u4f60\u7684 Endpoint ID<\/span><br \/>\n        <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">:<\/span> messages<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.7<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">4096<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>post<span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">&#034;https:\/\/ark.cn-beijing.volces.com\/api\/v3\/chat\/completions&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        headers<span class=\"token operator\">&#061;<\/span>headers<span class=\"token punctuation\">,<\/span><br \/>\n        json<span class=\"token operator\">&#061;<\/span>payload<span class=\"token punctuation\">,<\/span><br \/>\n        timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><br \/>\n    resp<span class=\"token punctuation\">.<\/span>raise_for_status<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>\u8fd9\u91cc\u6709\u4e2a\u5c0f\u7ec6\u8282&#xff1a;\u6587\u6863\u8bf4\u53ef\u4ee5\u76f4\u63a5\u7528\u6a21\u578b\u540d doubao-seed-evolving \u8c03\u7528&#xff0c;\u4f46\u6211\u5b9e\u9645\u6d4b\u8bd5\u65f6\u53d1\u73b0\u9700\u8981\u5148\u5728\u63a7\u5236\u53f0\u5f00\u901a\u6a21\u578b&#xff0c;\u521b\u5efa\u63a8\u7406\u63a5\u5165\u70b9\u540e\u7528 Endpoint ID \u8c03\u7528\u624d\u884c\u3002\u5982\u679c\u76f4\u63a5\u7528\u6a21\u578b\u540d\u4f1a\u8fd4\u56de 404 \u63d0\u793a\u6a21\u578b\u672a\u5f00\u901a\u3002<\/p>\n<h4>Agent \u4e09\u6b65\u8d70\u67b6\u6784<\/h4>\n<p>\u6574\u4e2a Agent \u7684\u6838\u5fc3\u662f\u4e09\u6b65\u8c03\u7528&#xff1a;<\/p>\n<p>\u7b2c\u4e00\u6b65&#xff1a;\u5206\u6790\u9700\u6c42&#xff0c;\u751f\u6210\u884c\u7a0b\u6846\u67b6<\/p>\n<p>\u8ba9 Evolving \u6839\u636e\u57ce\u5e02\u540d\u3001\u5929\u6570\u3001\u504f\u597d\u751f\u6210 JSON \u683c\u5f0f\u7684\u884c\u7a0b\u89c4\u5212\u3002\u8fd9\u91cc\u6211\u7528 system prompt \u7ea6\u675f\u8f93\u51fa\u683c\u5f0f&#xff0c;\u8981\u6c42\u5b83\u7ed9\u51fa\u6bcf\u5929\u4e0a\u5348\/\u4e0b\u5348\/\u665a\u4e0a\u7684\u666f\u70b9\u5b89\u6392\u548c\u7f8e\u98df\u63a8\u8350\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">agent_analyze_city<\/span><span class=\"token punctuation\">(<\/span>city<span class=\"token punctuation\">,<\/span> days<span class=\"token punctuation\">,<\/span> preferences<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    system_prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4f60\u662f\u4e00\u4e2a\u4e13\u4e1a\u7684\u57ce\u5e02\u65c5\u884c\u89c4\u5212\u52a9\u624b\u3002<br \/>\n    \u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u57ce\u5e02\u3001\u65c5\u884c\u5929\u6570\u548c\u504f\u597d&#xff0c;\u751f\u6210\u8be6\u7ec6\u7684\u65c5\u884c\u89c4\u5212\u6846\u67b6\u3002<br \/>\n    \u8f93\u51fa JSON \u683c\u5f0f&#xff1a;\u5305\u542b\u6bcf\u5929\u7684\u4e0a\u4e0b\u5348\u665a\u884c\u7a0b\u3001\u7f8e\u98df\u63a8\u8350\u3001\u9884\u7b97\u9884\u4f30&#8230;&#034;&#034;&#034;<\/span><\/p>\n<p>    user_msg <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u57ce\u5e02&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>city<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n\u65c5\u884c\u5929\u6570&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>days<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u5929\\\\n\u504f\u597d&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>preferences<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><br \/>\n    content <span class=\"token operator\">&#061;<\/span> call_evolving<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;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> system_prompt<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> user_msg<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u7b2c\u4e8c\u6b65&#xff1a;\u7528\u9ad8\u5fb7 API \u83b7\u53d6\u771f\u5b9e\u6570\u636e<\/p>\n<p>\u8fd9\u4e00\u6b65\u662f\u6574\u4e2a Agent \u7684\u5173\u952e\u2014\u2014\u62ff Evolving \u751f\u6210\u7684\u666f\u70b9\u540d&#xff0c;\u53bb\u9ad8\u5fb7 POI \u641c\u7d22\u63a5\u53e3\u67e5\u771f\u5b9e\u4fe1\u606f\u3002\u8fd9\u6837\u505a\u6709\u4e24\u4e2a\u597d\u5904&#xff1a;\u4e00\u662f\u666f\u70b9\u5730\u5740\u3001\u7535\u8bdd\u90fd\u662f\u771f\u5b9e\u7684&#xff0c;\u4e0d\u4f1a\u88ab\u6a21\u578b\u7f16\u9020&#xff1b;\u4e8c\u662f\u9ad8\u5fb7\u8fd4\u56de\u7684\u8bc4\u5206\u6570\u636e\u53ef\u4ee5\u4f5c\u4e3a\u63a8\u8350\u53c2\u8003\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">agent_enrich_with_real_data<\/span><span class=\"token punctuation\">(<\/span>city<span class=\"token punctuation\">,<\/span> plan_json<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    spots <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> day <span class=\"token keyword\">in<\/span> plan_json<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;days&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> period <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;morning&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;afternoon&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;evening&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            spot <span class=\"token operator\">&#061;<\/span> day<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>period<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;spot&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> spot<span class=\"token punctuation\">:<\/span><br \/>\n                spots<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>spot<span class=\"token punctuation\">)<\/span><\/p>\n<p>    enriched_spots <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> spot_name <span class=\"token keyword\">in<\/span> spots<span class=\"token punctuation\">:<\/span><br \/>\n        poi_data <span class=\"token operator\">&#061;<\/span> amap_search_poi<span class=\"token punctuation\">(<\/span>spot_name<span class=\"token punctuation\">,<\/span> city<span class=\"token punctuation\">)<\/span><br \/>\n        pois <span class=\"token operator\">&#061;<\/span> poi_data<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;pois&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> pois<span class=\"token punctuation\">:<\/span><br \/>\n            poi <span class=\"token operator\">&#061;<\/span> pois<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            enriched_spots<span class=\"token punctuation\">[<\/span>spot_name<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> poi<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">,<\/span> spot_name<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;address&#034;<\/span><span class=\"token punctuation\">:<\/span> poi<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;address&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6682\u65e0\u5730\u5740&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;tel&#034;<\/span><span class=\"token punctuation\">:<\/span> poi<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;tel&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6682\u65e0\u7535\u8bdd&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;rating&#034;<\/span><span class=\"token punctuation\">:<\/span> poi<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;biz_ext&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;rating&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6682\u65e0\u8bc4\u5206&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\"># \u987a\u4fbf\u67e5\u5929\u6c14<\/span><br \/>\n    weather_data <span class=\"token operator\">&#061;<\/span> amap_weather<span class=\"token punctuation\">(<\/span>city<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> enriched_spots<span class=\"token punctuation\">,<\/span> weather_info<\/p>\n<p>\u7b2c\u4e09\u6b65&#xff1a;\u751f\u6210\u6700\u7ec8\u65c5\u884c\u6307\u5357<\/p>\n<p>\u628a\u524d\u4e24\u6b65\u7684\u7ed3\u679c\u2014\u2014\u884c\u7a0b\u6846\u67b6\u548c\u771f\u5b9e\u666f\u70b9\u6570\u636e\u2014\u2014\u4e00\u8d77\u5582\u7ed9 Evolving&#xff0c;\u8ba9\u5b83\u751f\u6210\u4e00\u7bc7\u6709\u6e29\u5ea6\u7684\u65c5\u884c\u6587\u6848\u3002\u8fd9\u4e00\u6b65\u6700\u80fd\u4f53\u73b0\u6a21\u578b\u7684\u4fe1\u606f\u6574\u5408\u80fd\u529b&#xff0c;\u5b83\u9700\u8981\u628a\u884c\u7a0b\u5b89\u6392\u3001\u5929\u6c14\u4fe1\u606f\u3001\u771f\u5b9e\u666f\u70b9\u5730\u5740\u878d\u5408\u6210\u4e00\u7bc7\u6d41\u7545\u7684\u6587\u7ae0\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">agent_generate_guide<\/span><span class=\"token punctuation\">(<\/span>city<span class=\"token punctuation\">,<\/span> plan_json<span class=\"token punctuation\">,<\/span> enriched_spots<span class=\"token punctuation\">,<\/span> weather_info<span class=\"token punctuation\">,<\/span> preferences<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    spots_summary <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/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>info<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;name&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>info<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;address&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff08;\u8bc4\u5206&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>info<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;rating&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;\u6682\u65e0&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff09;&#034;<\/span><\/span><br \/>\n        <span class=\"token keyword\">for<\/span> info <span class=\"token keyword\">in<\/span> enriched_spots<span class=\"token punctuation\">.<\/span>values<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> call_evolving<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;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\u662f\u4e00\u4e2a\u65c5\u884c\u6587\u6848\u521b\u4f5c\u8005&#8230;&#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> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u57ce\u5e02&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>city<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n\u5929\u6c14&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>weather_info<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n&#8230;&#034;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u9ad8\u5fb7 API \u96c6\u6210<\/h4>\n<p>\u9ad8\u5fb7\u7684\u63a5\u53e3\u6211\u7528\u5230\u4e86\u56db\u4e2a&#xff1a;<\/p>\n<li>\u5730\u7406\u7f16\u7801&#xff1a;\u57ce\u5e02\u540d\u8f6c\u5750\u6807&#xff0c;\u9a8c\u8bc1\u57ce\u5e02\u662f\u5426\u6709\u6548<\/li>\n<li>POI \u641c\u7d22&#xff1a;\u641c\u666f\u70b9\u3001\u641c\u7f8e\u98df&#xff0c;\u8fd4\u56de\u540d\u79f0\u3001\u5730\u5740\u3001\u8bc4\u5206<\/li>\n<li>\u5929\u6c14\u67e5\u8be2&#xff1a;\u67e5\u57ce\u5e02\u5f53\u5929\u5929\u6c14&#xff0c;\u7528\u4e8e\u51fa\u884c\u5efa\u8bae<\/li>\n<li>\u666f\u70b9\/\u7f8e\u98df\u5206\u7c7b\u641c\u7d22&#xff1a;\u7528\u9ad8\u5fb7\u7684\u7c7b\u578b\u7801\u7b5b\u9009&#xff08;\u666f\u70b9 110000&#xff0c;\u7f8e\u98df 050000&#xff09;<\/li>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">amap_search_poi<\/span><span class=\"token punctuation\">(<\/span>keyword<span class=\"token punctuation\">,<\/span> city<span class=\"token punctuation\">,<\/span> types<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> page<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    params <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;key&#034;<\/span><span class=\"token punctuation\">:<\/span> AMAP_KEY<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;keywords&#034;<\/span><span class=\"token punctuation\">:<\/span> keyword<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;city&#034;<\/span><span class=\"token punctuation\">:<\/span> city<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;citylimit&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;true&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;offset&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;page&#034;<\/span><span class=\"token punctuation\">:<\/span> page<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;extensions&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> types<span class=\"token punctuation\">:<\/span><br \/>\n        params<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;types&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> types<br \/>\n    resp <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;https:\/\/restapi.amap.com\/v3\/place\/text&#034;<\/span><\/span><span class=\"token punctuation\">,<\/span> params<span class=\"token operator\">&#061;<\/span>params<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> resp<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u524d\u7aef\u754c\u9762<\/h4>\n<p>\u524d\u7aef\u5c31\u662f\u4e00\u4e2a HTML \u6587\u4ef6&#xff0c;\u7528\u6e10\u53d8\u8272\u505a\u80cc\u666f&#xff0c;\u5361\u7247\u5f0f\u5e03\u5c40\u5c55\u793a\u7ed3\u679c\u3002\u4ea4\u4e92\u4e0a\u505a\u4e86\u4e09\u6b65\u52a8\u753b\u63d0\u793a&#xff0c;\u8ba9\u7528\u6237\u77e5\u9053 Agent \u6b63\u5728\u505a\u4ec0\u4e48&#xff1a;<\/p>\n<ul>\n<li>\u7b2c\u4e00\u6b65\u663e\u793a&#034;\u5206\u6790\u65c5\u884c\u9700\u6c42&#034;<\/li>\n<li>\u7b2c\u4e8c\u6b65\u663e\u793a&#034;\u8c03\u7528\u9ad8\u5fb7 API \u68c0\u7d22\u771f\u5b9e\u6570\u636e&#034;<\/li>\n<li>\u7b2c\u4e09\u6b65\u663e\u793a&#034;\u751f\u6210\u4e2a\u6027\u5316\u65c5\u884c\u6307\u5357&#034;<\/li>\n<\/ul>\n<p>\u8fd8\u52a0\u4e86\u4e00\u4e2a\u5bf9\u8bdd\u529f\u80fd&#xff0c;\u89c4\u5212\u5b8c\u884c\u7a0b\u540e\u53ef\u4ee5\u7ee7\u7eed\u8ffd\u95ee\u5173\u4e8e\u8fd9\u4e2a\u57ce\u5e02\u7684\u4efb\u4f55\u95ee\u9898\u3002<\/p>\n<h3>\u5b9e\u9645\u6548\u679c<\/h3>\n<p>\u8fd0\u884c\u6548\u679c\u5982\u4e0b&#xff1a;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094122-6a75a842cac20.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u8f93\u5165\u76ee\u6807\u57ce\u5e02&#xff0c;\u5206\u6790\u9700\u6c42&#xff0c;\u667a\u80fdAgent\u5c31\u68c0\u7d22\u6570\u636e&#xff0c;\u5f00\u59cb\u641c\u7d22\u5e76\u751f\u6210\u6307\u5357\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094123-6a75a8431b6dc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094123-6a75a843c0c2a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8f93\u5165&#034;\u676d\u5dde&#xff0c;2\u5929&#xff0c;\u5386\u53f2\u6587\u5316\u3001\u7f8e\u98df&#034;&#xff0c;Agent \u8fd4\u56de\u7684\u7ed3\u679c\u8ba9\u6211\u633a\u60ca\u559c\u7684&#xff1a;<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094125-6a75a8451fdea.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094125-6a75a845cc881.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094127-6a75a8472debc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807094127-6a75a847c2cf0.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u5185\u5bb9\u975e\u5e38\u4e30\u5bcc&#xff0c;\u5305\u62ec\u56fe\u6587\u5e76\u8302&#xff0c;\u77e5\u8bc6\u5168\u9762\u800c\u4e14\u7ec6\u817b&#xff1a;<\/p>\n<p>\u5929\u6c14\u611f\u77e5&#xff1a;Evolving \u6ce8\u610f\u5230\u5f53\u5929\u676d\u5dde\u4e2d\u96e8 26\u00b0C~36\u00b0C&#xff0c;\u4e3b\u52a8\u7ed9\u51fa\u4e86\u9632\u6ed1\u3001\u5e26\u4f1e\u3001\u7a7f\u901f\u5e72\u8863\u7684\u5efa\u8bae\u3002\u8fd9\u4e0d\u662f\u6a21\u677f\u8bdd\u672f&#xff0c;\u662f\u771f\u7684\u770b\u4e86\u5929\u6c14\u6570\u636e\u540e\u7ed9\u7684\u9488\u5bf9\u6027\u5efa\u8bae\u3002<\/p>\n<p>\u884c\u7a0b\u5408\u7406\u6027&#xff1a;Day 1 \u4e0a\u5348\u98de\u6765\u5cf0&#043;\u7075\u9690\u5bfa&#xff0c;\u4e0b\u5348\u5cb3\u738b\u5e99&#043;\u5b64\u5c71&#043;\u897f\u6ce0\u5370\u793e&#xff0c;\u665a\u4e0a\u6cb3\u574a\u8857&#043;\u5357\u5b8b\u5fa1\u8857\u2014\u2014\u8fd9\u4e9b\u666f\u70b9\u5728\u5730\u7406\u4f4d\u7f6e\u4e0a\u786e\u5b9e\u662f\u4e32\u8054\u7684&#xff0c;\u4e0d\u662f\u968f\u673a\u5806\u7684\u3002Day 2 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