{"id":123060,"date":"2026-11-06T10:33:34","date_gmt":"2026-11-06T02:33:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/123060.html"},"modified":"2026-11-06T10:33:34","modified_gmt":"2026-11-06T02:33:34","slug":"%e3%80%90%e6%97%a0%e6%a0%87%e9%a2%98%e3%80%91ai-%e5%87%bd%e6%95%b0%e8%b0%83%e7%94%a8%e4%b8%8d%e6%98%af%e6%a8%a1%e5%9e%8b%e7%9b%b4%e6%8e%a5%e6%89%a7%e8%a1%8c%e4%bb%a3%e7%a0%81%ef%bc%9apython-%e5%ae%9e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/123060.html","title":{"rendered":"\u3010\u65e0\u6807\u9898\u3011AI \u51fd\u6570\u8c03\u7528\u4e0d\u662f\u6a21\u578b\u76f4\u63a5\u6267\u884c\u4ee3\u7801\uff1aPython \u5b9e\u73b0\u767d\u540d\u5355\u5206\u53d1\u4e0e\u53c2\u6570\u6821\u9a8c"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/<br \/>\n        #content_views.markdown_views &gt; p:empty:has(+ .toc),<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty,<br \/>\n        \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/<br \/>\n        #content_views.htmledit_views #main-toc,<br \/>\n        #content_views.htmledit_views #hr-toc,<br \/>\n        #content_views.htmledit_views p[id*=\\&#8221;-toc\\&#8221;] {<br \/>\n          display: none !important;<br \/>\n        }<br \/>\n        \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/<br \/>\n        #content_views.markdown_views &gt; .toc + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + h4,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h4 {<br \/>\n          margin-top: 0 !important;<br \/>\n        }<\/p>\n<p>\u8c03\u7528 AI \u7684\u51fd\u6570\u5de5\u5177\u65f6&#xff0c;\u6a21\u578b\u8f93\u51fa\u7684\u662f\u4e00\u6761\u201c\u8c03\u7528\u5efa\u8bae\u201d&#xff0c;\u771f\u6b63\u6267\u884c\u4ee3\u7801\u7684\u662f\u4f60\u7684\u5e94\u7528\u3002\u82e5\u628a\u6a21\u578b\u8fd4\u56de\u7684\u51fd\u6570\u540d\u548c\u53c2\u6570\u76f4\u63a5\u4ea4\u7ed9 eval\u3001\u52a8\u6001\u5bfc\u5165\u6216\u4efb\u610f\u547d\u4ee4\u6267\u884c&#xff0c;\u6a21\u578b\u8f93\u51fa\u5c31\u53ef\u80fd\u53d8\u6210\u8d8a\u6743\u5165\u53e3\u3002<\/p>\n<p>\u672c\u6587\u7528 Python \u6807\u51c6\u5e93\u5b9e\u73b0\u4e00\u4e2a\u53ea\u8bfb\u7684\u8ba2\u5355\u67e5\u8be2\u5206\u53d1\u5668&#xff1a;\u53ea\u63a5\u53d7\u767d\u540d\u5355\u5de5\u5177\u3001\u89e3\u6790 JSON \u53c2\u6570\u3001\u4e25\u683c\u68c0\u67e5\u5b57\u6bb5&#xff0c;\u518d\u8c03\u7528\u672c\u5730\u56fa\u5b9a\u51fd\u6570\u3002\u4ee3\u7801\u4e0d\u8bbf\u95ee\u6a21\u578b\u3001\u7f51\u7edc\u3001\u6570\u636e\u5e93\u6216\u771f\u5b9e\u8ba2\u5355\u7cfb\u7edf&#xff1b;\u8fd0\u884c\u7ed3\u679c\u662f\u672c\u5730\u6a21\u62df&#xff0c;\u4e0d\u4ee3\u8868\u4efb\u4f55 AI \u670d\u52a1\u7684\u8fd4\u56de\u3002<\/p>\n<h3>\u9002\u7528\u8303\u56f4\u4e0e\u73af\u5883<\/h3>\n<ul>\n<li>\u672c\u5730\u9a8c\u8bc1\u73af\u5883&#xff1a;Windows PowerShell\u3001Python 3.14.7&#xff1b;\u811a\u672c\u53ea\u4f9d\u8d56\u6807\u51c6\u5e93 json\u3002<\/li>\n<li>\u6f14\u793a\u76ee\u6807&#xff1a;\u7406\u89e3 Responses API \u7684 function_call \u7ed3\u679c\u5982\u4f55\u7531\u5e94\u7528\u63a5\u7ba1\u5e76\u56de\u4f20\u3002<\/li>\n<li>\u4e0d\u9002\u7528\u4e8e\u76f4\u63a5\u590d\u5236\u5230\u751f\u4ea7\u3002\u771f\u5b9e\u4e1a\u52a1\u8fd8\u9700\u9274\u6743\u3001\u7528\u6237\u7ea7\u6743\u9650\u3001\u5ba1\u8ba1\u3001\u9650\u6d41\u3001\u8d85\u65f6\u548c\u526f\u4f5c\u7528\u786e\u8ba4\u3002<\/li>\n<li>\u6837\u4f8b\u8ba2\u5355 A-100\u3001B-200 \u662f\u811a\u672c\u5185\u7684\u865a\u6784\u6570\u636e\u3002<\/li>\n<\/ul>\n<h3>\u5148\u5f04\u6e05\u8c03\u7528\u8fb9\u754c<\/h3>\n<p>\u51fd\u6570\u8c03\u7528\u6d41\u7a0b\u662f&#xff1a;\u5e94\u7528\u628a\u5de5\u5177\u5b9a\u4e49\u53d1\u7ed9\u6a21\u578b \u2192 \u6a21\u578b\u8fd4\u56de\u5de5\u5177\u540d\u548c JSON \u53c2\u6570 \u2192 \u5e94\u7528\u68c0\u67e5\u8fd9\u6761\u8c03\u7528 \u2192 \u5e94\u7528\u6267\u884c\u672c\u5730\u51fd\u6570 \u2192 \u5e94\u7528\u628a\u7ed3\u679c\u4f5c\u4e3a function_call_output \u4ea4\u56de\u6a21\u578b\u3002<\/p>\n<p>\u6a21\u578b\u4e0d\u4f1a\u56e0\u4e3a\u8f93\u51fa\u4e86 function_call \u5c31\u66ff\u4f60\u7684\u5e94\u7528\u6267\u884c Python \u51fd\u6570\u3002\u5de5\u5177\u5b9a\u4e49\u4e3b\u8981\u63cf\u8ff0\u53ef\u8c03\u7528\u63a5\u53e3&#xff1b;\u662f\u5426\u6267\u884c\u3001\u5982\u4f55\u6388\u6743\u3001\u5982\u4f55\u4fdd\u62a4\u6570\u636e\u90fd\u7531\u5e94\u7528\u8d1f\u8d23\u3002<\/p>\n<h3>\u793a\u4f8b&#xff1a;\u767d\u540d\u5355\u52a0\u53c2\u6570\u6821\u9a8c<\/h3>\n<p>\u5c06\u4ee5\u4e0b\u4ee3\u7801\u4fdd\u5b58\u4e3a tool_dispatch_demo.py&#xff0c;\u8fd0\u884c&#xff1a;<\/p>\n<p>python tool_dispatch_demo<span class=\"token punctuation\">.<\/span>py<\/p>\n<p><span class=\"token keyword\">import<\/span> json<\/p>\n<p>ORDERS <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;A-100&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;A-100&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;status&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;shipped&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;B-200&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;B-200&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;status&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;processing&#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 keyword\">def<\/span> <span class=\"token function\">lookup_order<\/span><span class=\"token punctuation\">(<\/span>args<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>args<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;arguments \u5fc5\u987b\u662f JSON \u5bf9\u8c61&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span>args<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;arguments \u5fc5\u987b\u4e14\u53ea\u80fd\u5305\u542b order_id&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    order_id <span class=\"token operator\">&#061;<\/span> args<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>order_id<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token keyword\">not<\/span> order_id<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;order_id \u5fc5\u987b\u662f\u975e\u7a7a\u5b57\u7b26\u4e32&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> ORDERS<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>order_id<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;order_not_found&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>TOOLS <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;lookup_order&#034;<\/span><span class=\"token punctuation\">:<\/span> lookup_order<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">dispatch<\/span><span class=\"token punctuation\">(<\/span>call<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>call<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;tool call \u5fc5\u987b\u662f\u5bf9\u8c61&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    name <span class=\"token operator\">&#061;<\/span> call<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> name <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> TOOLS<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;unknown tool: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    raw_arguments <span class=\"token operator\">&#061;<\/span> call<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>raw_arguments<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;arguments \u5fc5\u987b\u662f JSON \u5b57\u7b26\u4e32&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        args <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>raw_arguments<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> json<span class=\"token punctuation\">.<\/span>JSONDecodeError <span class=\"token keyword\">as<\/span> exc<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;arguments JSON \u65e0\u6548: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>exc<span class=\"token punctuation\">.<\/span>msg<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">from<\/span> exc<br \/>\n    <span class=\"token keyword\">return<\/span> TOOLS<span class=\"token punctuation\">[<\/span>name<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">(<\/span>args<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    simulated_calls <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5408\u6cd5\u67e5\u8be2&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;lookup_order&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;{&#034;order_id&#034;:&#034;A-100&#034;}&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u77e5\u5de5\u5177&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;delete_all&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;{}&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u591a\u4f59\u53c2\u6570&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;lookup_order&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;{&#034;order_id&#034;:&#034;A-100&#034;,&#034;shell&#034;:&#034;whoami&#034;}&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u9519\u8bef JSON&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;lookup_order&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;{&#034;order_id&#034;:&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> label<span class=\"token punctuation\">,<\/span> call <span class=\"token keyword\">in<\/span> simulated_calls<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/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;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>label<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">: \u6267\u884c\u7ed3\u679c <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span>dispatch<span class=\"token punctuation\">(<\/span>call<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/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\">except<\/span> ValueError <span class=\"token keyword\">as<\/span> exc<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;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>label<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">: \u62d2\u7edd&#xff08;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>exc<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff09;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u672c\u5730\u6a21\u62df\u8f93\u51fa<\/h3>\n<p>\u672c\u5730\u73af\u5883 Python 3.14.7 \u8fd0\u884c\u811a\u672c&#xff0c;\u8f93\u51fa&#xff1a;<\/p>\n<p>\u5408\u6cd5\u67e5\u8be2: \u6267\u884c\u7ed3\u679c {&#034;order_id&#034;: &#034;A-100&#034;, &#034;status&#034;: &#034;shipped&#034;}<br \/>\n\u672a\u77e5\u5de5\u5177: \u62d2\u7edd&#xff08;unknown tool: delete_all&#xff09;<br \/>\n\u591a\u4f59\u53c2\u6570: \u62d2\u7edd&#xff08;arguments \u5fc5\u987b\u4e14\u53ea\u80fd\u5305\u542b order_id&#xff09;<br \/>\n\u9519\u8bef JSON: \u62d2\u7edd&#xff08;arguments JSON \u65e0\u6548: Expecting value&#xff09;<\/p>\n<p>\u8fd9\u4e9b\u8c03\u7528\u5bf9\u8c61\u662f\u624b\u5de5\u6784\u9020\u7684\u6d4b\u8bd5\u8f93\u5165&#xff0c;\u4e0d\u662f\u6a21\u578b\u751f\u6210\u7684\u7ed3\u679c\u3002\u8f93\u51fa\u53ea\u8bf4\u660e\u672c\u5730\u5206\u53d1\u5668\u6309\u9884\u671f\u62d2\u7edd\u4e86\u672a\u767b\u8bb0\u5de5\u5177\u3001\u989d\u5916\u53c2\u6570\u548c\u65e0\u6548 JSON\u3002<\/p>\n<h3>\u63a5\u5230\u771f\u5b9e Responses API \u65f6<\/h3>\n<p>OpenAI \u5b98\u65b9\u51fd\u6570\u8c03\u7528\u6307\u5357\u4e2d&#xff0c;Responses API \u7684\u5de5\u5177\u8c03\u7528\u4ee5 type &#061;&#061; function_call \u7684\u8f93\u51fa\u9879\u51fa\u73b0&#xff0c;\u5b57\u6bb5\u5305\u62ec name\u3001JSON \u5b57\u7b26\u4e32\u5f62\u5f0f\u7684 arguments \u548c call_id\u3002\u5e94\u7528\u5e94\u9010\u9879\u8bc6\u522b\u5de5\u5177\u8c03\u7528&#xff0c;\u7ecf\u8fc7\u81ea\u5df1\u7684\u767d\u540d\u5355\u4e0e\u53c2\u6570\u6821\u9a8c\u540e\u518d\u6267\u884c&#xff0c;\u5e76\u4ee5 function_call_output \u643a\u5e26\u540c\u4e00 call_id \u8fd4\u56de\u7ed3\u679c\u3002\u82e5\u4f7f\u7528\u4e25\u683c\u6a21\u5f0f&#xff0c;\u5de5\u5177 JSON Schema \u8fd8\u9700\u6ee1\u8db3\u5176\u7ea6\u675f&#xff1b;\u4e25\u683c\u6a21\u5f0f\u7ea6\u675f\u683c\u5f0f&#xff0c;\u4e0d\u66ff\u4ee3\u4e1a\u52a1\u6388\u6743\u548c\u6570\u636e\u6821\u9a8c\u3002<\/p>\n<p>\u6838\u5fc3\u4f2a\u4ee3\u7801\u5982\u4e0b&#xff0c;\u5c55\u793a\u534f\u8bae\u8854\u63a5&#xff0c;\u672a\u5728\u672c\u6587\u4e2d\u8c03\u7528\u771f\u5b9e\u6a21\u578b\u6216\u7f51\u7edc&#xff1a;<\/p>\n<p><span class=\"token keyword\">for<\/span> item <span class=\"token keyword\">in<\/span> response<span class=\"token punctuation\">.<\/span>output<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> item<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">type<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token string\">&#034;function_call&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">continue<\/span><\/p>\n<p>    result <span class=\"token operator\">&#061;<\/span> dispatch<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> item<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> item<span class=\"token punctuation\">.<\/span>arguments<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    tool_outputs<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;function_call_output&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;call_id&#034;<\/span><span class=\"token punctuation\">:<\/span> item<span class=\"token punctuation\">.<\/span>call_id<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;output&#034;<\/span><span class=\"token punctuation\">:<\/span> json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/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<p>\u771f\u5b9e SDK \u7684\u54cd\u5e94\u5bf9\u8c61\u548c\u4e0b\u4e00\u8f6e\u8bf7\u6c42\u5199\u6cd5\u8bf7\u6309\u4f60\u6b63\u5728\u4f7f\u7528\u7684 SDK \u7248\u672c\u6838\u5bf9\u5b98\u65b9\u793a\u4f8b&#xff1b;\u4e0a\u9762\u7684\u4ee3\u7801\u53ea\u5f3a\u8c03\u5b57\u6bb5\u4e0e\u4fe1\u4efb\u8fb9\u754c\u3002<\/p>\n<h3>\u6392\u67e5\u4e0e\u9a8c\u8bc1\u6b65\u9aa4<\/h3>\n<li>\u6253\u5370\u6216\u5b89\u5168\u8bb0\u5f55 item.type\u3001\u5de5\u5177\u540d\u548c\u8131\u654f\u540e\u7684\u53c2\u6570&#xff0c;\u786e\u8ba4\u62ff\u5230\u7684\u662f\u5de5\u5177\u8c03\u7528\u9879&#xff0c;\u4e0d\u662f\u6700\u7ec8\u6587\u672c\u3002<\/li>\n<li>\u5728\u672c\u5730\u5148\u8fd0\u884c\u811a\u672c&#xff0c;\u786e\u8ba4\u5408\u6cd5\u67e5\u8be2\u80fd\u8fd4\u56de\u56fa\u5b9a\u6837\u4f8b&#xff0c;\u672a\u77e5\u540d\u79f0\u548c\u5b57\u6bb5\u5f02\u5e38\u88ab\u62d2\u7edd\u3002<\/li>\n<li>\u628a TOOLS \u4e2d\u6bcf\u4e2a\u5165\u53e3\u6620\u5c04\u5230\u663e\u5f0f\u5b9a\u4e49\u7684\u4e1a\u52a1\u51fd\u6570&#xff1b;\u4e0d\u8981\u901a\u8fc7 eval(name)\u3001globals()[name]\u3001shell \u62fc\u63a5\u6216\u4efb\u610f\u6a21\u5757\u5bfc\u5165\u6765\u6267\u884c\u3002<\/li>\n<li>\u5728\u6267\u884c\u771f\u5b9e\u64cd\u4f5c\u524d&#xff0c;\u5c06\u6a21\u578b\u63d0\u4f9b\u7684\u6807\u8bc6\u7b26\u4e0e\u5f53\u524d\u767b\u5f55\u7528\u6237\u7684\u6743\u9650\u91cd\u65b0\u7ed1\u5b9a\u3002\u6a21\u578b\u8bf4\u201c\u67e5\u8ba2\u5355 A-100\u201d\u4e0d\u4ee3\u8868\u5f53\u524d\u7528\u6237\u6709\u6743\u67e5\u770b\u8be5\u8ba2\u5355\u3002<\/li>\n<li>\u5bf9\u5199\u5165\u3001\u4ed8\u6b3e\u3001\u53d1\u4fe1\u3001\u5220\u9664\u7b49\u526f\u4f5c\u7528\u64cd\u4f5c\u589e\u52a0\u5e42\u7b49\u952e\u3001\u6743\u9650\u6821\u9a8c\u548c\u5fc5\u8981\u7684\u4eba\u5de5\u786e\u8ba4&#xff1b;\u8bb0\u5f55\u8c03\u7528 ID \u4e0e\u7ed3\u679c&#xff0c;\u907f\u514d\u91cd\u590d\u6267\u884c\u3002<\/li>\n<li>\u5c06\u7ed3\u679c\u653e\u5165\u4e0e\u8c03\u7528\u76f8\u540c call_id \u7684\u8f93\u51fa\u9879&#xff0c;\u518d\u8bf7\u6c42\u6a21\u578b\u7ee7\u7eed\u751f\u6210\u3002\u5931\u8d25\u65f6\u4e5f\u5e94\u8fd4\u56de\u53d7\u63a7\u9519\u8bef\u4fe1\u606f&#xff0c;\u4e0d\u6cc4\u6f0f\u5806\u6808\u3001\u5bc6\u94a5\u6216\u5185\u90e8\u6570\u636e\u3002<\/li>\n<h3>\u5e38\u89c1\u8bef\u533a<\/h3>\n<ul>\n<li>**\u628a\u5de5\u5177\u8c03\u7528\u7406\u89e3\u6210\u6a21\u578b\u66ff\u4f60\u8fd0\u884c\u4ee3\u7801\u3002**\u6a21\u578b\u53ea\u4ea7\u751f\u8c03\u7528\u8bf7\u6c42&#xff0c;\u5e94\u7528\u9700\u8981\u81ea\u884c\u5224\u65ad\u548c\u6267\u884c\u3002<\/li>\n<li>**\u8ba4\u4e3a strict schema \u5c31\u662f\u6388\u6743\u3002**Schema \u80fd\u9650\u5236\u7ed3\u6784&#xff0c;\u4e0d\u80fd\u8bc1\u660e\u7528\u6237\u6709\u6743\u8bfb\u53d6\u67d0\u4e2a\u8d44\u6e90&#xff0c;\u4e5f\u4e0d\u80fd\u4fdd\u8bc1\u4e1a\u52a1\u89c4\u5219\u6b63\u786e\u3002<\/li>\n<li>**\u53ea\u6821\u9a8c\u5de5\u5177\u540d\u3002**\u53c2\u6570\u4ecd\u662f\u4e0d\u53ef\u4fe1\u8f93\u5165&#xff1b;\u68c0\u67e5 JSON \u7c7b\u578b\u3001\u5fc5\u586b\u5b57\u6bb5\u3001\u989d\u5916\u5b57\u6bb5\u3001\u957f\u5ea6\u548c\u4e1a\u52a1\u8303\u56f4\u3002<\/li>\n<li>**\u628a\u5f02\u5e38\u539f\u6587\u56de\u4f20\u6a21\u578b\u6216\u5199\u5165\u65e5\u5fd7\u3002**\u9519\u8bef\u53ef\u80fd\u542b\u5185\u90e8\u8def\u5f84\u3001\u67e5\u8be2\u8bed\u53e5\u6216\u4e2a\u4eba\u4fe1\u606f&#xff1b;\u5bf9\u5916\u8fd4\u56de\u7a33\u5b9a\u9519\u8bef\u7801&#xff0c;\u5bf9\u5185\u505a\u8131\u654f\u65e5\u5fd7\u3002<\/li>\n<li>**\u5bf9\u526f\u4f5c\u7528\u5de5\u5177\u81ea\u52a8\u91cd\u8bd5\u3002**\u7f51\u7edc\u8d85\u65f6\u4e0d\u80fd\u8bc1\u660e\u64cd\u4f5c\u6ca1\u53d1\u751f\u3002\u5148\u8bbe\u8ba1\u5e42\u7b49\u548c\u7ed3\u679c\u67e5\u8be2&#xff0c;\u518d\u51b3\u5b9a\u80fd\u5426\u91cd\u8bd5\u3002<\/li>\n<\/ul>\n<h3>\u5b98\u65b9\u8d44\u6599<\/h3>\n<ul>\n<li>OpenAI API&#xff1a;Function calling&#xff1a;\u5de5\u5177\u5b9a\u4e49\u3001Responses API \u7684 function_call \/ function_call_output \u6d41\u7a0b\u3001strict \u6a21\u5f0f\u3002<\/li>\n<li>OpenAI API&#xff1a;Structured Outputs&#xff1a;\u7ed3\u6784\u5316\u683c\u5f0f\u7ea6\u675f\u53ca\u5176\u8fb9\u754c\u3002<\/li>\n<li>Python 3.14&#xff1a;json \u2014 JSON encoder and decoder&#xff1a;json.loads \u4e0e\u89e3\u6790\u9519\u8bef\u3002<\/li>\n<\/ul>\n<p>\u7ed3\u8bba&#xff1a;\u628a\u6a21\u578b\u8f93\u51fa\u5f53\u4f5c\u5916\u90e8\u8f93\u5165\u3002\u5148\u767d\u540d\u5355\u5206\u53d1\u3001\u89e3\u6790\u5e76\u6821\u9a8c\u53c2\u6570&#xff0c;\u518d\u7531\u4e1a\u52a1\u4ee3\u7801\u6309\u7528\u6237\u6743\u9650\u6267\u884c&#xff1b;\u683c\u5f0f\u6b63\u786e\u53ea\u662f\u7b2c\u4e00\u9053\u95e8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/#content_views .toc,\/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/#content_views.markdown_views &gt; p:empty:has(+ .toc),#content_views.markdown_views &gt; .toc + p:empty,\/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/#content<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81,50,190],"topic":[],"class_list":["post-123060","post","type-post","status-publish","format-standard","hentry","category-server","tag-python","tag-50","tag-190"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u65e0\u6807\u9898\u3011AI \u51fd\u6570\u8c03\u7528\u4e0d\u662f\u6a21\u578b\u76f4\u63a5\u6267\u884c\u4ee3\u7801\uff1aPython \u5b9e\u73b0\u767d\u540d\u5355\u5206\u53d1\u4e0e\u53c2\u6570\u6821\u9a8c - \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\/123060.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u65e0\u6807\u9898\u3011AI \u51fd\u6570\u8c03\u7528\u4e0d\u662f\u6a21\u578b\u76f4\u63a5\u6267\u884c\u4ee3\u7801\uff1aPython \u5b9e\u73b0\u767d\u540d\u5355\u5206\u53d1\u4e0e\u53c2\u6570\u6821\u9a8c - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/#content_views .toc,\/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a 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