{"id":1173,"date":"2024-04-22T23:31:04","date_gmt":"2024-04-22T15:31:04","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1173"},"modified":"2024-04-22T23:31:16","modified_gmt":"2024-04-22T15:31:16","slug":"chatgptyinglaixindekaifafangshiweishenmezhegegongnengrangkaifazheweizhikuangxi","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/chatgptyinglaixindekaifafangshiweishenmezhegegongnengrangkaifazheweizhikuangxi.html","title":{"rendered":"ChatGPT\u8fce\u6765\u65b0\u7684\u5f00\u53d1\u65b9\u5f0f\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u529f\u80fd\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\uff1f"},"content":{"rendered":"<p>6\u670814\u65e5\u51cc\u6668\uff0cOpenAI\u53d1\u5e03\u4e86\u51e0\u9879\u91cd\u5927\u66f4\u65b0\uff0c\u5176\u4e2d\u5c31\u5305\u62ec\u4e00\u9879\u540d\u4e3a\u300c\u51fd\u6570\u8c03\u7528\u300d\u7684\u529f\u80fd\u66f4\u65b0\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d83977498ee232dac287279cae93fb68.png\" alt=\"ChatGPT\u8fce\u6765\u65b0\u7684\u5f00\u53d1\u65b9\u5f0f\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u529f\u80fd\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\uff1f\" \/><\/figure>\n<\/p>\n<p>\u8fd9\u9879\u5168\u65b0\u529f\u80fd\u5f97\u5230\u4e86\u4f17\u591a\u7f51\u53cb\u2014\u2014\u5c24\u5176\u662f\u5f00\u53d1\u8005\u7684\u9752\u7750\uff0c\u7eb7\u7eb7\u8868\u793a\u8fd9\u5c06\u6781\u5927\u5730\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u4f7f\u7528API\uff0c\u4ee5\u53ca\u66f4\u597d\u5730\u4e0e\u81ea\u5df1\u7684\u5de5\u5177\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c495c48762f043bf920ef3af7daf6bb5.png\" alt=\"ChatGPT\u8fce\u6765\u65b0\u7684\u5f00\u53d1\u65b9\u5f0f\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u529f\u80fd\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\uff1f\" \/><\/figure>\n<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c9157c852db0397a11d2500e6cf548df.png\" alt=\"ChatGPT\u8fce\u6765\u65b0\u7684\u5f00\u53d1\u65b9\u5f0f\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u529f\u80fd\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\uff1f\" \/><\/figure>\n<\/p>\n<p>\u90a3\u4e48\uff0c\u51fd\u6570\u8c03\u7528\u529f\u80fd\u7a76\u7adf\u6709\u4ec0\u4e48\u795e\u5947\u4e4b\u5904\uff0c\u80fd\u8ba9\u4f17\u591a\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\u5462\uff1f<\/p>\n<p>\u901a\u8fc7\u9605\u8bfb\u672c\u6587,\u4f60\u5c06:<\/p>\n<ol>\n<li>\u4e86\u89e3\u51fd\u6570\u8c03\u7528\u7684\u57fa\u672c\u539f\u7406\uff0c\u4ee5\u53ca\u53ef\u8fd0\u7528\u7684\u573a\u666f\uff1b<\/li>\n<li>\u4e86\u89e3\u51fd\u6570\u8c03\u7528\u529f\u80fd\u7684\u57fa\u672c\u5b9e\u73b0\u6b65\u9aa4\uff1b<\/li>\n<li>\u4e86\u89e3\u51fd\u6570\u8c03\u7528\u8bf7\u6c42\u5185\u5bb9\u7684\u683c\u5f0f\u89c4\u8303\uff0c\u4ee5\u53ca\u53c2\u6570\u610f\u4e49\uff1b<\/li>\n<li>\u4e86\u89e3\u51fd\u6570\u8c03\u7528\u54cd\u5e94\u5185\u5bb9\u7684\u63d0\u53d6\u65b9\u6cd5\uff0c\u4ee5\u53ca\u7ed3\u679c\u5224\u65ad\uff1b<\/li>\n<li>\u4e86\u89e3\u51fd\u6570\u8c03\u7528\u5bf9\u4e8e\u5f00\u53d1\u8005\u7684\u610f\u4e49\uff0c\u4ee5\u53ca\u53ef\u80fd\u7684\u98ce\u9669\u3002<\/li>\n<\/ol>\n<h1 data-id=\"heading-0\">\u51fd\u6570\u8c03\u7528\u662f\u4ec0\u4e48\uff1f<\/h1>\n<p>\u51fd\u6570\u8c03\u7528\u662f\u4e00\u79cd<strong>\u8ba9\u6a21\u578b\u80fd\u591f\u667a\u80fd\u5730\u9009\u62e9\u5e76\u6267\u884c\u5916\u90e8\u51fd\u6570<\/strong>\u7684\u65b0\u65b9\u6cd5\u3002<\/p>\n<p><strong>\u5f00\u53d1\u8005\u53ea\u9700\u8981\u5411\u6a21\u578b\u63cf\u8ff0\u4ed6\u4eec\u63d0\u4f9b\u7684\u51fd\u6570\uff0c\u6a21\u578b\u5c31\u80fd\u6839\u636e\u7528\u6237\u8f93\u5165\uff0c\u5224\u65ad\u9700\u8981\u8c03\u7528\u54ea\u4e00\u4e2a\u51fd\u6570\uff0c\u5e76\u8f93\u51fa\u4e00\u4e2a\u5305\u542b\u6240\u9700\u53c2\u6570\u7684 JSON \u5bf9\u8c61<\/strong>\u3002<\/p>\n<p>\u8fd9\u6837\uff0c\u5c31\u80fd\u4f7f GPT \u7684\u529f\u80fd\u4e0e\u5916\u90e8\u7684\u5de5\u5177\u548c API \u66f4\u7d27\u5bc6\u5730\u8fde\u63a5\u8d77\u6765\u3002<\/p>\n<p><strong>\u65b0\u7684\u6a21\u578b\u7ecf\u8fc7\u5fae\u8c03\uff0c\u65e2\u80fd\u8bc6\u522b\u7528\u6237\u8f93\u5165\u4e2d\u7684\u51fd\u6570\u8c03\u7528\u610f\u56fe\uff0c\u53c8\u80fd\u751f\u6210\u7b26\u5408\u51fd\u6570\u7b7e\u540d\u7684 JSON \u5bf9\u8c61<\/strong>\u3002<\/p>\n<p>\u51fd\u6570\u8c03\u7528\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u66f4\u53ef\u9760\u5730\u4ece\u6a21\u578b\u4e2d\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u6bd4\u5982\uff1a<\/p>\n<h3 data-id=\"heading-1\">\u521b\u5efa\u8c03\u7528\u5916\u90e8\u5de5\u5177\u6765\u56de\u7b54\u95ee\u9898\u7684\u804a\u5929\u673a\u5668\u4eba<\/h3>\n<p>\u4f8b\u5982\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u8f93\u5165<\/th><th>\u51fd\u6570<\/th><th>\u5916\u90e8\u5de5\u5177<\/th><\/tr><\/thead><tbody><tr><td>\u7ed9 Anya \u53d1\u7535\u5b50\u90ae\u4ef6\uff0c\u770b\u770b\u5979\u4e0b\u5468\u4e94\u662f\u5426\u60f3\u559d\u5496\u5561<\/td><td>send_email(to: string, body: string)<\/td><td>\u90ae\u4ef6\u53d1\u9001\u5de5\u5177<\/td><\/tr><tr><td>\u6ce2\u58eb\u987f\u7684\u5929\u6c14\u600e\u4e48\u6837\uff1f<\/td><td>get_current_weather(location: string, unit: &#8216;celsius&#8217; | &#8216;fahrenheit&#8217;)<\/td><td>\u5929\u6c14\u67e5\u8be2\u5de5\u5177<\/td><\/tr><\/tbody><\/table>\n<h3 data-id=\"heading-2\">\u5c06\u81ea\u7136\u8bed\u8a00\u8f6c\u6362\u4e3a API \u8c03\u7528\u6216\u6570\u636e\u5e93\u67e5\u8be2<\/h3>\n<p>\u4f8b\u5982\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u8f93\u5165<\/th><th>\u51fd\u6570<\/th><th>\u7c7b\u578b<\/th><\/tr><\/thead><tbody><tr><td>\u6211\u7684\u672c\u6708\u524d\u5341\u540d\u5ba2\u6237\u5206\u522b\u662f\u8c01\uff1f<\/td><td>get_customers(min_revenue: int, created_before: string, limit: int)<\/td><td>\u5185\u90e8API\u67e5\u8be2<\/td><\/tr><tr><td>Acme, Inc. \u4e0a\u4e2a\u6708\u4e0b\u4e86\u591a\u5c11\u8ba2\u5355\uff1f<\/td><td>sql_query(query: string)<\/td><td>\u6570\u636e\u5e93\u67e5\u8be2<\/td><\/tr><\/tbody><\/table>\n<h3 data-id=\"heading-3\">\u4ece\u6587\u672c\u4e2d\u63d0\u53d6\u7ed3\u6784\u5316\u6570\u636e<\/h3>\n<p>\u4f8b\u5982\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u6587\u672c<\/th><th>\u51fd\u6570<\/th><th>\u76ee\u7684<\/th><\/tr><\/thead><tbody><tr><td>(\u67d0\u7bc7\u7ef4\u57fa\u767e\u79d1\u6587\u7ae0)<\/td><td>extract_people_data(people: [{name: string, birthday: string, location: string}])<\/td><td>\u63d0\u53d6\u6587\u7ae0\u4e2d\u63d0\u5230\u7684\u6240\u6709\u4eba<\/td><\/tr><\/tbody><\/table>\n<h1 data-id=\"heading-4\">\u51fd\u6570\u8c03\u7528\u7684\u57fa\u672c\u6b65\u9aa4\u987a\u5e8f<\/h1>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e3923a9b7aba6274542147e1c0be9a5f.png\" alt=\"ChatGPT\u8fce\u6765\u65b0\u7684\u5f00\u53d1\u65b9\u5f0f\uff1a\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u529f\u80fd\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e4b\u72c2\u559c\uff1f\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-5\">\u6b65\u9aa41\uff1a\u4f7f\u7528\u51fd\u6570\u548c\u7528\u6237\u8f93\u5165\u8c03\u7528\u6a21\u578b<\/h2>\n<p>\u6211\u4eec\u9700\u8981\u5c06\u7528\u6237\u8f93\u5165\u7684\u6307\u4ee4\uff0c\u4ee5\u53ca\u6211\u4eec\u63d0\u4f9b\u7684\u4e00\u7ec4\u9884\u5b9a\u4e49\u7684\u51fd\u6570\uff0c\u4f5c\u4e3a\u53c2\u6570\u4f20\u5165\u5e76\u8c03\u7528\u6a21\u578b\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-comment\"># \u4e00\u4e2a\u865a\u62df\u7684\u51fd\u6570\u793a\u4f8b\uff0c\u603b\u662f\u8fd4\u56de\u76f8\u540c\u7684\u5929\u6c14\u4fe1\u606f<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-comment\"># \u5728\u771f\u5b9e\u7684\u573a\u666f\u4e2d\uff0c\u8fd9\u53ef\u80fd\u662f\u4f60\u7684\u540e\u7aef API \u6216\u8005\u5916\u90e8 API<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">get_current_weather<\/span>(<span class=\"hljs-params\">location, unit=<span class=\"hljs-string\">\"fahrenheit\"<\/span><\/span>):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    <span class=\"hljs-string\">\"\"\"Get the current weather in a given location\"\"\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    weather_info = {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        <span class=\"hljs-string\">\"location\"<\/span>: location,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        <span class=\"hljs-string\">\"temperature\"<\/span>: <span class=\"hljs-string\">\"72\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-string\">\"unit\"<\/span>: unit,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        <span class=\"hljs-string\">\"forecast\"<\/span>: [<span class=\"hljs-string\">\"sunny\"<\/span>, <span class=\"hljs-string\">\"windy\"<\/span>],<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    <span class=\"hljs-keyword\">return<\/span> json.dumps(weather_info)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">run_conversation<\/span>():<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">    <span class=\"hljs-comment\"># \u5c06\u4f1a\u8bdd\u5386\u53f2\u4e0e\u53ef\u7528\u7684\u51fd\u6570\u53d1\u9001\u5230 GPT<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">    messages = [{<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"What's the weather like in Boston?\"<\/span>}]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">    functions = [<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">        {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">            <span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"get_current_weather\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">            <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"Get the current weather in a given location\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">            <span class=\"hljs-string\">\"parameters\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">                <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"object\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">                <span class=\"hljs-string\">\"properties\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">                    <span class=\"hljs-string\">\"location\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">                        <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">                        <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"The city and state, e.g. San Francisco, CA\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\">                    },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"28\">                    <span class=\"hljs-string\">\"unit\"<\/span>: {<span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>, <span class=\"hljs-string\">\"enum\"<\/span>: [<span class=\"hljs-string\">\"celsius\"<\/span>, <span class=\"hljs-string\">\"fahrenheit\"<\/span>]},<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"29\">                },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"30\">                <span class=\"hljs-string\">\"required\"<\/span>: [<span class=\"hljs-string\">\"location\"<\/span>],<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"31\">            },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"32\">        }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"33\">    ]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"34\">    response = openai.ChatCompletion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"35\">        model=<span class=\"hljs-string\">\"gpt-3.5-turbo-0613\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"36\">        messages=messages,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"37\">        functions=functions,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"38\">        function_call=<span class=\"hljs-string\">\"auto\"<\/span>,  <span class=\"hljs-comment\"># auto \u662f\u9ed8\u8ba4\u503c\uff0c\u4f46\u6211\u4eec\u4f1a\u660e\u786e\u8bf4\u660e<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"39\">    )<\/span>\n<\/code><\/pre>\n<h2 data-id=\"heading-6\">\u6b65\u9aa42\uff1a\u4f7f\u7528\u6a21\u578b\u54cd\u5e94\u8c03\u7528 API<\/h2>\n<p>\u6a21\u578b\u4f1a\u6839\u636e\u7528\u6237\u8f93\u5165\uff0c\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684\u51fd\u6570\uff0c\u5e76\u8fd4\u56de\u4e00\u4e2a\u5305\u542b\u53c2\u6570\u7684JSON\u5b57\u7b26\u4e32\u4f5c\u4e3a\u54cd\u5e94\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u5148\u5c06\u6a21\u578b\u8fd4\u56de\u7684\u5b57\u7b26\u4e32\u89e3\u6790\u4e3aJSON\u5bf9\u8c61\uff0c\u518d\u8c03\u7528\u76f8\u5e94\u7684\u51fd\u6570\u5e76\u4f20\u5165\u9700\u8981\u7684\u53c2\u6570\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">    <span class=\"hljs-attr\">response_message<\/span> = response[<span class=\"hljs-string\">\"choices\"<\/span>][<span class=\"hljs-number\">0<\/span>][<span class=\"hljs-string\">\"message\"<\/span>]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-comment\"># \u68c0\u67e5 GPT \u662f\u5426\u8981\u8c03\u7528\u51fd\u6570<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">    if response_message.get(\"function_call\"):<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-comment\"># \u8c03\u7528\u51fd\u6570<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        <span class=\"hljs-comment\"># \u6ce8\u610f\uff1aJSON \u54cd\u5e94\u4e0d\u4e00\u5b9a\u603b\u662f\u6709\u6548\uff0c\u52a1\u5fc5\u5904\u7406\u9519\u8bef<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        <span class=\"hljs-attr\">available_functions<\/span> = {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">            \"get_current_weather\": get_current_weather,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        }  <span class=\"hljs-comment\"># \u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\u53ea\u6709\u4e00\u4e2a\u51fd\u6570\uff0c\u4f46\u4f60\u53ef\u4ee5\u6709\u591a\u4e2a<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">        <span class=\"hljs-attr\">function_name<\/span> = response_message[<span class=\"hljs-string\">\"function_call\"<\/span>][<span class=\"hljs-string\">\"name\"<\/span>]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">        <span class=\"hljs-attr\">fuction_to_call<\/span> = available_functions[function_name]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">        <span class=\"hljs-attr\">function_args<\/span> = json.loads(response_message[<span class=\"hljs-string\">\"function_call\"<\/span>][<span class=\"hljs-string\">\"arguments\"<\/span>])<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        <span class=\"hljs-attr\">function_response<\/span> = fuction_to_call(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">            <span class=\"hljs-attr\">location<\/span>=function_args.get(<span class=\"hljs-string\">\"location\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">            <span class=\"hljs-attr\">unit<\/span>=function_args.get(<span class=\"hljs-string\">\"unit\"<\/span>),<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">        )<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\"><\/span>\n<\/code><\/pre>\n<h2 data-id=\"heading-7\">\u6b65\u9aa43\uff1a\u5c06\u54cd\u5e94\u53d1\u9001\u56de\u6a21\u578b\u8fdb\u884c\u6c47\u603b<\/h2>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u5c06\u51fd\u6570\u7684\u8fd4\u56de\u7ed3\u679c\u4f5c\u4e3a\u65b0\u7684\u6d88\u606f\u9644\u52a0\u5230\u4f1a\u8bdd\u4e2d\uff0c\u7136\u540e\u518d\u6b21\u8c03\u7528\u6a21\u578b\uff0c\u8ba9\u6a21\u578b\u751f\u6210\u4e00\u4e2a\u66f4\u5b8c\u6574\u7684\u56de\u590d\uff0c\u5e76\u8fd4\u56de\u7ed9\u7528\u6237\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">        <span class=\"hljs-comment\"># \u5c06\u51fd\u6570\u8c03\u7528\u548c\u51fd\u6570\u54cd\u5e94\u7684\u4fe1\u606f\u53d1\u9001\u7ed9GPT<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">        messages.append(response_message)  <span class=\"hljs-comment\"># extend conversation with assistant's reply<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">        messages.append(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">            {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">                \"role\": \"function\",<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">                \"name\": function_name,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">                \"content\": function_response,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">            }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        )  <span class=\"hljs-comment\"># \u7528\u51fd\u6570\u54cd\u5e94\u6269\u5c55\u4f1a\u8bdd<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">        <span class=\"hljs-attr\">second_response<\/span> = openai.ChatCompletion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">            <span class=\"hljs-attr\">model<\/span>=<span class=\"hljs-string\">\"gpt-3.5-turbo-0613\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">            <span class=\"hljs-attr\">messages<\/span>=messages,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        )  <span class=\"hljs-comment\"># \u4ece GPT \u83b7\u5f97\u4e00\u4e2a\u65b0\u7684\u56de\u590d\uff0c\u5b83\u53ef\u4ee5\u5728\u5176\u4e2d\u770b\u5230\u51fd\u6570\u54cd\u5e94\u7684\u5185\u5bb9<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">        return second_response<span class=\"hljs-section\">['choices']<\/span><span class=\"hljs-section\">[0]<\/span><span class=\"hljs-section\">['message']<\/span><span class=\"hljs-section\">['content']<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">        <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">print(run_conversation())<\/span>\n<\/code><\/pre>\n<p>\u65b0\u7684\u56de\u590d\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<blockquote>\n<p>The weather in Boston is currently sunny and windy with a temperature of 72 degrees.<\/p>\n<\/blockquote>\n<h1 data-id=\"heading-8\">\u4e0e\u51fd\u6570\u8c03\u7528\u76f8\u5173\u7684API\u8bf4\u660e<\/h1>\n<p><code>Chat Completions API<\/code> \u662f\u4e00\u4e2a\u4e13\u95e8\u4e3a\u591a\u8f6e\u5bf9\u8bdd\u8bbe\u8ba1\u7684API\uff0c\u5b83\u53ef\u4ee5\u63a5\u6536\u4e00\u4e2a\u6d88\u606f\u5217\u8868\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u8fd4\u56de\u6a21\u578b\u751f\u6210\u7684\u6d88\u606f\u4f5c\u4e3a\u8f93\u51fa\u3002<\/p>\n<h2 data-id=\"heading-9\">\u5178\u578b\u8bf7\u6c42\u683c\u5f0f<\/h2>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">import openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">openai.ChatCompletion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  <span class=\"hljs-attr\">model<\/span>=<span class=\"hljs-string\">\"gpt-3.5-turbo\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">  <span class=\"hljs-attr\">messages<\/span>=[<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        {<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"system\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"You are a helpful assistant.\"<\/span>},<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        {<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"Who won the world series in 2020?\"<\/span>},<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        {<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"assistant\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"The Los Angeles Dodgers won the World Series in 2020.\"<\/span>},<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        {<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"Where was it played?\"<\/span>}<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    ]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">)<\/span>\n<\/code><\/pre>\n<h3 data-id=\"heading-10\">model\u53c2\u6570<\/h3>\n<p>\u8868\u793a\u8981\u4f7f\u7528\u7684\u6a21\u578bID\uff0c\u4e0d\u540c\u7248\u672c\u7684\u6a21\u578b\u652f\u6301\u4e0d\u540c\u7684API\u529f\u80fd\u3002\u6bd4\u5982\u8981\u652f\u6301\u51fd\u6570\u8c03\u7528\u529f\u80fd\uff0c\u5219\u5fc5\u987b\u662f gpt-3.5-turbo-0613 \u6216 gpt-4-0613 \u53ca\u4e4b\u540e\u7684\u7248\u672c\u3002<\/p>\n<h3 data-id=\"heading-11\">messages\u53c2\u6570<\/h3>\n<p>\u8868\u793a\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6784\u6210\u4f1a\u8bdd\u7684\u6d88\u606f\u5217\u8868\u3002\u6d88\u606f\u5217\u8868\u662f\u4e00\u7ec4\u6d88\u606f\u5bf9\u8c61\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5bf9\u8c61\u90fd\u5305\u542b\u4e00\u4e2a\u89d2\u8272\u548c\u4e00\u6761\u5185\u5bb9\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u89d2\u8272<\/th><th>\u804c\u8d23<\/th><th>\u53ef\u9009\u6027<\/th><\/tr><\/thead><tbody><tr><td>system(\u7cfb\u7edf\u6d88\u606f)<\/td><td>\u6307\u5b9a\u6a21\u578b\u6574\u4f53\u7684\u8bed\u8a00\u98ce\u683c\u6216\u8005\u52a9\u624b\u7684\u884c\u4e3a<\/td><td>\u53ef\u9009<\/td><\/tr><tr><td>assistant(\u52a9\u624b\u6d88\u606f)<\/td><td>\u6839\u636e\u7528\u6237\u6d88\u606f\u8981\u6c42\u5185\u5bb9\uff0c\u4ee5\u53ca\u7cfb\u7edf\u6d88\u606f\u7684\u8bbe\u5b9a\uff0c\u8f93\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u56de\u5e94<\/td><td>\u53ef\u9009<\/td><\/tr><tr><td>user(\u7528\u6237\u6d88\u606f)<\/td><td>\u7ed9\u51fa\u4e00\u4e2a\u5177\u4f53\u7684\u6307\u4ee4<\/td><td>\u53ef\u9009<\/td><\/tr><\/tbody><\/table>\n<h2 data-id=\"heading-12\">\u652f\u6301\u51fd\u6570\u8c03\u7528\u7684\u8bf7\u6c42\u683c\u5f0f<\/h2>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">ini<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-ini code-block-extension-codeShowNum\" lang=\"ini\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">import openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-attr\">messages<\/span> = [{<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"What's the weather like in Boston?\"<\/span>}]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-attr\">functions<\/span> = [<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        <span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"get_current_weather\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"Get the current weather in a given location\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-string\">\"parameters\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">            <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"object\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">            <span class=\"hljs-string\">\"properties\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">                <span class=\"hljs-string\">\"location\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">                    <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">                    <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"The city and state, e.g. San Francisco, CA\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">                },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">                <span class=\"hljs-string\">\"unit\"<\/span>: {<span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>, <span class=\"hljs-string\">\"enum\"<\/span>: [<span class=\"hljs-string\">\"celsius\"<\/span>, <span class=\"hljs-string\">\"fahrenheit\"<\/span>]},<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">            },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">            <span class=\"hljs-string\">\"required\"<\/span>: [<span class=\"hljs-string\">\"location\"<\/span>],<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">        },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">    }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">]<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\"><span class=\"hljs-attr\">response<\/span> = openai.ChatCompletion.create(<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">    <span class=\"hljs-attr\">model<\/span>=<span class=\"hljs-string\">\"gpt-3.5-turbo-0613\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">    <span class=\"hljs-attr\">messages<\/span>=messages,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">    <span class=\"hljs-attr\">functions<\/span>=functions,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">    <span class=\"hljs-attr\">function_call<\/span>=<span class=\"hljs-string\">\"auto\"<\/span>,  <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">)<\/span>\n<\/code><\/pre>\n<h3 data-id=\"heading-13\">functions\u53c2\u6570<\/h3>\n<p>\u7528\u4e8e\u63d0\u4f9b\u51fd\u6570\u89c4\u8303\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u751f\u6210\u7b26\u5408\u6240\u63d0\u4f9b\u89c4\u8303\u7684\u51fd\u6570\u53c2\u6570\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u53c2\u6570<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>name<\/td><td>\u8981\u8c03\u7528\u7684\u51fd\u6570\u7684\u540d\u79f0<\/td><\/tr><tr><td>description<\/td><td>\u5bf9\u51fd\u6570\u4f5c\u7528\u7684\u63cf\u8ff0<\/td><\/tr><tr><td>parameters<\/td><td>\u51fd\u6570\u63a5\u53d7\u7684\u53c2\u6570\uff0c\u4ee5 JSON \u5bf9\u8c61\u63cf\u8ff0<\/td><\/tr><\/tbody><\/table>\n<h3 data-id=\"heading-14\">function_call\u53c2\u6570<\/h3>\n<p>\u7528\u4e8e\u63a7\u5236\u6a21\u578b\u5982\u4f55\u54cd\u5e94\u51fd\u6570\u8c03\u7528\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u53ef\u9009\u503c<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>none<\/td><td>\u5f3a\u5236\u6a21\u578b\u4e0d\u4f7f\u7528\u4efb\u4f55\u51fd\u6570<\/td><\/tr><tr><td>{&#8220;name&#8221;: &#8220;my_function&#8221;}<\/td><td>\u5f3a\u5236\u6a21\u578b\u8c03\u7528\u6307\u5b9a\u51fd\u6570<\/td><\/tr><tr><td>auto(\u9ed8\u8ba4\u503c)<\/td><td>\u7531\u6a21\u578b\u81ea\u5df1\u51b3\u5b9a\u4f55\u65f6\u8c03\u7528\u54ea\u4e2a\u51fd\u6570<\/td><\/tr><\/tbody><\/table>\n<h2 data-id=\"heading-15\">\u5178\u578b\u54cd\u5e94\u683c\u5f0f<\/h2>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">css<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-css code-block-extension-codeShowNum\" lang=\"css\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">{<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  \"choices\": [<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">      \"finish_reason\": <span class=\"hljs-string\">\"stop\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">      <span class=\"hljs-string\">\"index\"<\/span>: <span class=\"hljs-number\">0<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">      <span class=\"hljs-string\">\"message\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        \"<span class=\"hljs-attribute\">content<\/span>\": <span class=\"hljs-string\">\"The 2020 World Series was played in Texas at Globe Life Field in Arlington.\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"assistant\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">      }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">    }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">  ],<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">  \"created\": <span class=\"hljs-number\">1677664795<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">  <span class=\"hljs-string\">\"id\"<\/span>: <span class=\"hljs-string\">\"chatcmpl-7QyqpwdfhqwajicIEznoc6Q47XAyW\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">  <span class=\"hljs-string\">\"model\"<\/span>: <span class=\"hljs-string\">\"gpt-3.5-turbo-0613\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">  <span class=\"hljs-string\">\"object\"<\/span>: <span class=\"hljs-string\">\"chat.completion\"<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">  <span class=\"hljs-string\">\"usage\"<\/span>: {<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">    \"completion_tokens\": <span class=\"hljs-number\">17<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">    <span class=\"hljs-string\">\"prompt_tokens\"<\/span>: <span class=\"hljs-number\">57<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">    <span class=\"hljs-string\">\"total_tokens\"<\/span>: <span class=\"hljs-number\">74<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">  }<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">}<\/span>\n<\/code><\/pre>\n<h3 data-id=\"heading-16\">content\u53c2\u6570<\/h3>\n<p>\u5728 Python \u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>response['choices'][0]['message']['content']<\/code> \u63d0\u53d6\u6765\u81ea\u52a9\u624b\u6d88\u606f\u7684\u56de\u590d\u3002<\/p>\n<h3 data-id=\"heading-17\">finish_reason\u53c2\u6570<\/h3>\n<p>\u6bcf\u4e2a\u54cd\u5e94\u90fd\u4f1a\u5305\u542b\u4e00\u4e2a finish_reason\uff0c\u5176\u53ef\u80fd\u503c\u4e3a\uff1a<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u53ef\u80fd\u503c<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>stop<\/td><td>API \u8fd4\u56de\u5b8c\u6574\u6d88\u606f<\/td><\/tr><tr><td>length<\/td><td>\u7531\u4e8e\u53c2\u6570\u6216\u6807\u8bb0\u9650\u5236\uff0c\u6a21\u578b\u8f93\u51fa\u4e0d\u5b8c\u6574<\/td><\/tr><tr><td>function_call<\/td><td>\u6a21\u578b\u51b3\u5b9a\u8c03\u7528\u4e00\u4e2a\u51fd\u6570<\/td><\/tr><tr><td>content_filter<\/td><td>\u7531\u4e8e\u89e6\u53d1\u4e86\u6765\u81ea\u6211\u4eec\u5185\u5bb9\u8fc7\u6ee4\u5668\u7684\u6807\u8bb0\uff0c\u800c\u7701\u7565\u4e86\u5185\u5bb9<\/td><\/tr><tr><td>null<\/td><td>API \u54cd\u5e94\u4ecd\u5728\u8fdb\u884c\u4e2d\u6216\u672a\u5b8c\u6210<\/td><\/tr><\/tbody><\/table>\n<h1 data-id=\"heading-18\">\u603b\u7ed3<\/h1>\n<p>\u4f60\u53ef\u80fd\u5df2\u7ecf\u53d1\u73b0\u4e86\uff0c<strong>\u6a21\u578b\u5b9e\u9645\u4e0a\u5e76\u4e0d\u4f1a\u6267\u884c\u4efb\u4f55\u51fd\u6570\u7684\u8c03\u7528<\/strong>\u3002\u5b83\u53ea\u4f1a\u6839\u636e\u7528\u6237\u7684\u8f93\u5165\u4ee5\u53ca\u63d0\u4f9b\u7684\u51fd\u6570\uff0c\u5224\u65ad\u9700\u8981\u8c03\u7528\u54ea\u4e00\u4e2a\u51fd\u6570\uff0c\u5e76\u8f93\u51fa\u4e00\u4e2a\u5305\u542b\u6240\u9700\u53c2\u6570\u7684 JSON \u5bf9\u8c61\u3002<\/p>\n<p><strong>\u800c\u5f00\u53d1\u8005\u624d\u662f\u6839\u636e\u6a21\u578b\u8f93\u51fa\u8fdb\u884c\u51fd\u6570\u8c03\u7528\u7684\u771f\u6b63\u6267\u884c\u8005<\/strong>\u3002<\/p>\n<p>\u672c\u8d28\u4e0a\uff0c\u51fd\u6570\u8c03\u7528\u548c\u7b2c\u4e09\u65b9\u63d2\u4ef6\u4e00\u6837\uff0c\u90fd\u662f\u7528\u6765\u6269\u5c55 GPT \u6a21\u578b\u7684\u529f\u80fd\u7684\uff0c\u4e24\u8005\u90fd\u662f\u5229\u7528\u4e86 GPT \u7684\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n<ul>\n<li>\u77e5\u9053\u4f55\u65f6\u9700\u8981\u5229\u7528\u5916\u90e8\u5de5\u5177\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\uff1b<\/li>\n<li>\u8f93\u51fa\u4ee3\u7801\u3001\u8868\u683c\u3001JSON\u7b49\u7ed3\u6784\u5316\u6570\u636e\u7684\u80fd\u529b\uff1b<\/li>\n<\/ul>\n<p>\u53ea\u4e0d\u8fc7\uff0c\u4ee5\u524d\u8981\u5b9e\u73b0\u8fd9\u4e2a\u76ee\u7684\uff0c\u8fd8\u9700\u8981\u501f\u52a9\u7b2c\u4e09\u65b9\u63d2\u4ef6\uff0c\u518d\u7531\u7b2c\u4e09\u65b9\u63d2\u4ef6\u8c03\u7528\u5916\u90e8\u5de5\u5177\u6216\u5185\u90e8API\uff0c\u73b0\u5728\uff0c\u5219\u76f8\u5f53\u4e8e\u7701\u53bb\u4e86\u7b2c\u4e09\u65b9\u63d2\u4ef6\u8fd9\u4e00\u6b65\uff0c\u76f4\u63a5\u5c31\u53ef\u4ee5\u8c03\u7528\u4e86\u3002<\/p>\n<p><strong>\u901a\u8fc7\u628a\u8fd9\u5957\u51fd\u6570\u89c4\u8303\u63a5\u5165\u5230\u6b63\u5f0f\u7684\u8c03\u7528\u6d41\u7a0b\uff0c\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u5347\u5f00\u53d1 GPT \u5e94\u7528\u7684\u7075\u6d3b\u6027\uff0c\u7701\u53bb\u7f16\u5199\u590d\u6742\u63d0\u793a\u7684\u8fc7\u7a0b\uff0c\u63d0\u5347\u53cd\u5e94\u901f\u5ea6\u7684\u540c\u65f6\uff0c\u4e5f\u51cf\u5c11\u51fa\u9519\u7684\u53ef\u80fd\u6027\u3002<\/strong><\/p>\n<p>\u4f46\u662f\uff0c\u8fd9\u79cd\u80fd\u529b\u4e5f\u5e26\u6765\u4e86\u6f5c\u5728\u7684\u98ce\u9669\uff0c\u5f3a\u70c8\u5efa\u8bae\u5728\u4ee3\u8868\u7528\u6237\u91c7\u53d6\u884c\u52a8\uff08\u5982\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u3001\u53d1\u5e03\u5185\u5bb9\u3001\u8fdb\u884c\u8d2d\u4e70\u7b49\uff09\u4e4b\u524d\uff0c\u5f97\u5230\u7528\u6237\u7684\u8fdb\u4e00\u6b65\u786e\u8ba4\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u51fd\u6570\u662f\u4ee5\u7279\u5b9a\u7684\u8bed\u6cd5\u6ce8\u5165\u5230\u7cfb\u7edf\u6d88\u606f\u4e2d\u7684\uff0c\u8fd9\u610f\u5473\u7740\u51fd\u6570\u4e5f\u4f1a\u53d7\u6a21\u578b\u4e0a\u4e0b\u6587\u7684\u9650\u5236\uff0c\u5e76\u8ba1\u5165\u8f93\u5165\u6807\u8bb0\u7684\u8ba1\u8d39\u89c4\u5219\u3002\u5efa\u8bae\u5b9e\u9645\u5f00\u53d1\u4e2d\u8981\u9650\u5236\u51fd\u6570\u7684\u6570\u91cf\uff0c\u4ee5\u53ca\u4e3a\u51fd\u6570\u53c2\u6570\u6240\u63d0\u4f9b\u7684\u6587\u6863\u7684\u957f\u5ea6\u3002<\/p>\n<h1 data-id=\"heading-19\">\u5f15\u7528<\/h1>\n<ul>\n<li>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fopenai.com%2Fblog%2Ffunction-calling-and-other-api-updates\" target=\"_blank\" title=\"https:\/\/openai.com\/blog\/function-calling-and-other-api-updates\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Function calling and other API updates<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fplatform.openai.com%2Fdocs%2Fguides%2Fgpt%2Ffunction-calling\" target=\"_blank\" title=\"https:\/\/platform.openai.com\/docs\/guides\/gpt\/function-calling\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Developer Documentation-Function calling<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fplatform.openai.com%2Fdocs%2Fapi-reference%2Fchat%2Fcreate\" target=\"_blank\" title=\"https:\/\/platform.openai.com\/docs\/api-reference\/chat\/create\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">API Reference-Create chat completion<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fjson-schema.org%2Funderstanding-json-schema%2F\" target=\"_blank\" title=\"https:\/\/json-schema.org\/understanding-json-schema\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Understanding JSON Schema<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fopenai%2Fopenai-cookbook%2Fblob%2Fmain%2Fexamples%2FHow_to_call_functions_with_chat_models.ipynb\" target=\"_blank\" title=\"https:\/\/github.com\/openai\/openai-cookbook\/blob\/main\/examples\/How_to_call_functions_with_chat_models.ipynb\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">How to call functions with chat models<\/a><\/p>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u51fd\u6570\u8c03\u7528\u662f\u4e00\u79cd**\u8ba9\u6a21\u578b\u80fd\u591f\u667a\u80fd\u5730\u9009\u62e9\u5e76\u6267\u884c\u5916\u90e8\u51fd\u6570**\u7684\u65b0\u65b9\u6cd5\u3002 **\u5f00\u53d1\u8005\u53ea\u9700\u8981\u5411\u6a21\u578b\u63cf\u8ff0\u4ed6\u4eec\u63d0\u4f9b\u7684\u51fd\u6570\uff0c\u6a21\u578b\u5c31\u80fd\u6839\u636e\u7528\u6237\u8f93\u5165\uff0c\u5224\u65ad\u9700\u8981\u8c03\u7528\u54ea\u4e00\u4e2a\u51fd\u6570\uff0c\u5e76\u8f93\u51fa\u4e00\u4e2a\u5305\u542b\u6240\u9700\u53c2\u6570\u7684 JSON \u5bf9\u8c61*<\/p>\n","protected":false},"author":1,"featured_media":2138,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"OpenAI\u51fd\u6570\u8c03\u7528\uff1aGPT\u5e94\u7528\u5f00\u53d1\u65b0\u5229\u5668 - \u5948\u65af\u79d1\u6280\u793e\u533a","rank_math_description":"OpenAI\u6700\u65b0\u53d1\u5e03\u51fd\u6570\u8c03\u7528\u529f\u80fd\uff0c\u8d4b\u80fd\u5f00\u53d1\u8005\u8fde\u63a5GPT\u4e0e\u5916\u90e8\u5de5\u5177\u53caAPI\uff0c\u63d0\u5347\u5e94\u7528\u5f00\u53d1\u6548\u7387\u4e0e\u7075\u6d3b\u6027\u3002\u672c\u6587\u8be6\u89e3\u51fd\u6570\u8c03\u7528\u539f\u7406\u3001\u6b65\u9aa4\u3001\u683c\u5f0f\u89c4\u8303\u53ca\u5f00\u53d1\u8005\u5e94\u7528\u4ef7\u503c\uff0c\u52a9\u60a8\u5feb\u901f\u638c\u63e1\u8fd9\u9879GPT\u65b0\u6280\u80fd\uff01","rank_math_focus_keyword":"OpenAI, \u51fd\u6570\u8c03\u7528, API, GPT, \u5f00\u53d1\u8005","views":"56","footnotes":""},"categories":[3],"tags":[128,129,136,126,127],"collection":[],"class_list":["post-1173","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-128","tag-129","tag-136","tag-gpt","tag-ai"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1173","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1173"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1173\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/2138"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1173"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}