{"id":93126,"date":"2026-08-12T00:57:10","date_gmt":"2026-08-11T16:57:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/93126.html"},"modified":"2026-08-12T00:57:10","modified_gmt":"2026-08-11T16:57:10","slug":"chatgpt-plus-pro-codex-%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97%ef%bc%882026-08-12%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/93126.html","title":{"rendered":"ChatGPT Plus \/ Pro + Codex \u5b9e\u6218\u6307\u5357\uff082026-08-12\uff09"},"content":{"rendered":"<h3>1. \u5f15\u8a00<\/h3>\n<p>ChatGPT Plus \u4e0e ChatGPT Pro \u662f OpenAI \u9762\u5411\u4e0d\u540c\u9700\u6c42\u7528\u6237\u63a8\u51fa\u7684\u8ba2\u9605\u65b9\u6848&#xff0c;\u800c Codex \u5219\u662f OpenAI \u63a8\u51fa\u7684 AI \u7f16\u7a0b\u52a9\u624b\u3002\u5f88\u591a\u5f00\u53d1\u8005\u5173\u5fc3\u7684\u662f&#xff1a;\u8fd9\u4e09\u8005\u5230\u5e95\u6709\u4ec0\u4e48\u533a\u522b&#xff1f;\u5728\u65e5\u5e38\u5f00\u53d1\u4e2d\u5982\u4f55\u7ec4\u5408\u4f7f\u7528&#xff1f;\u672c\u6587\u4e0d\u8ba8\u8bba\u5145\u503c\u6e20\u9053\u4e0e\u4ef7\u683c\u7b56\u7565&#xff0c;\u800c\u662f\u4ece\u6280\u672f\u89d2\u5ea6\u51fa\u53d1&#xff0c;\u56f4\u7ed5\u6a21\u578b\u80fd\u529b\u3001API \u8c03\u7528\u3001Codex \u7f16\u7a0b\u5b9e\u6218\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7b49\u65b9\u5411&#xff0c;\u7ed9\u51fa\u53ef\u843d\u5730\u7684\u4f7f\u7528\u6307\u5357\u3002<\/p>\n<p>\u672c\u6587\u9ed8\u8ba4\u8bfb\u8005\u5df2\u7ecf\u62e5\u6709 ChatGPT Plus \u6216 Pro \u8d26\u53f7&#xff0c;\u5e76\u5177\u5907\u57fa\u7840\u7684 Python \u4e0e\u547d\u4ee4\u884c\u64cd\u4f5c\u80fd\u529b\u3002\u6587\u4e2d\u6240\u6709\u4ee3\u7801\u793a\u4f8b\u5747\u57fa\u4e8e 2026 \u5e74 8 \u6708\u53ef\u7528\u7684\u516c\u5f00\u63a5\u53e3\u4e0e\u5de5\u5177\u94fe\u7f16\u5199&#xff0c;\u8bfb\u8005\u53ef\u6839\u636e\u81ea\u8eab\u73af\u5883\u5fae\u8c03\u3002<\/p>\n<h3>2. \u6a21\u578b\u80fd\u529b\u5bf9\u6bd4<\/h3>\n<h4>2.1 ChatGPT Plus \u4e0e Pro \u7684\u5dee\u5f02<\/h4>\n<p>\u4ece\u6280\u672f\u89d2\u5ea6\u770b&#xff0c;Plus \u4e0e Pro \u7684\u6838\u5fc3\u5dee\u5f02\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6&#xff1a;Pro \u901a\u5e38\u652f\u6301\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3&#xff0c;\u9002\u5408\u5904\u7406\u8d85\u957f\u6587\u6863\u4e0e\u5927\u578b\u4ee3\u7801\u5e93\u3002<\/li>\n<li>\u63a8\u7406\u6b21\u6570\u4e0e\u6df1\u5ea6&#xff1a;Pro \u5728\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e0a\u4f1a\u5206\u914d\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90&#xff0c;\u8f93\u51fa\u8d28\u91cf\u66f4\u7a33\u5b9a\u3002<\/li>\n<li>\u9ad8\u7ea7\u8bed\u97f3\u4e0e\u591a\u6a21\u6001&#xff1a;Pro \u89e3\u9501\u66f4\u5b8c\u6574\u7684\u8bed\u97f3\u5bf9\u8bdd\u4e0e\u56fe\u50cf\u7406\u89e3\u80fd\u529b\u3002<\/li>\n<li>\u901f\u7387\u9650\u5236&#xff1a;Pro \u7684 API \u901f\u7387\u9650\u5236\u66f4\u9ad8&#xff0c;\u9002\u5408\u81ea\u52a8\u5316\u811a\u672c\u9ad8\u9891\u8c03\u7528\u3002<\/li>\n<\/ul>\n<h4>2.2 Codex \u7684\u5b9a\u4f4d<\/h4>\n<p>Codex \u662f OpenAI \u7684\u7f16\u7a0b\u667a\u80fd\u4f53&#xff0c;\u5b83\u4e0d\u4ec5\u80fd\u8865\u5168\u4ee3\u7801&#xff0c;\u8fd8\u80fd\u7406\u89e3\u4ed3\u5e93\u7ed3\u6784\u3001\u6267\u884c\u547d\u4ee4\u3001\u8fd0\u884c\u6d4b\u8bd5\u5e76\u8fed\u4ee3\u4fee\u590d\u3002Codex \u4e0e ChatGPT \u7684\u804a\u5929\u754c\u9762\u4e0d\u540c&#xff0c;\u5b83\u66f4\u8d34\u8fd1\u300c\u672c\u5730\u5f00\u53d1\u73af\u5883\u4e2d\u7684\u534f\u4f5c\u8005\u300d\u8fd9\u4e00\u89d2\u8272\u3002<\/p>\n<p>\u4e09\u8005\u5173\u7cfb\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3&#xff1a;<\/p>\n<ul>\n<li>ChatGPT Plus \/ Pro \u662f\u300c\u5bf9\u8bdd\u4e0e\u521b\u4f5c\u5165\u53e3\u300d\u3002<\/li>\n<li>Codex \u662f\u300c\u4ee3\u7801\u6267\u884c\u4e0e\u5de5\u7a0b\u843d\u5730\u5165\u53e3\u300d\u3002<\/li>\n<li>\u4e24\u8005\u5171\u4eab\u5e95\u5c42\u6a21\u578b\u80fd\u529b&#xff0c;\u4f46\u4f7f\u7528\u573a\u666f\u4e0d\u540c\u3002<\/li>\n<\/ul>\n<h3>3. \u73af\u5883\u51c6\u5907<\/h3>\n<h4>3.1 \u5b89\u88c5 Codex CLI<\/h4>\n<p>Codex \u63d0\u4f9b\u547d\u4ee4\u884c\u5de5\u5177&#xff0c;\u5b89\u88c5\u65b9\u5f0f\u5982\u4e0b&#xff1a;<\/p>\n<p><span class=\"token function\">npm<\/span> <span class=\"token function\">install<\/span> <span class=\"token parameter variable\">-g<\/span> &#064;openai\/codex<\/p>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e&#xff0c;\u9a8c\u8bc1\u7248\u672c&#xff1a;<\/p>\n<p>codex <span class=\"token parameter variable\">&#8211;version<\/span><\/p>\n<h4>3.2 \u914d\u7f6e API Key<\/h4>\n<p>\u5728\u7ec8\u7aef\u4e2d\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf&#xff1a;<\/p>\n<p><span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">OPENAI_API_KEY<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;sk-\u4f60\u7684\u5bc6\u94a5&#034;<\/span><\/p>\n<p>\u5efa\u8bae\u5c06\u5bc6\u94a5\u5199\u5165 ~\/.zshrc \u6216 ~\/.bashrc&#xff0c;\u907f\u514d\u6bcf\u6b21\u624b\u52a8\u5bfc\u51fa\u3002<\/p>\n<h4>3.3 \u521d\u59cb\u5316\u9879\u76ee<\/h4>\n<p>\u521b\u5efa\u4e00\u4e2a\u793a\u4f8b\u9879\u76ee&#xff1a;<\/p>\n<p><span class=\"token function\">mkdir<\/span> codex-demo<br \/>\n<span class=\"token builtin class-name\">cd<\/span> codex-demo<br \/>\n<span class=\"token function\">git<\/span> init<\/p>\n<h3>4. Codex \u5b9e\u6218&#xff1a;\u4ece\u9700\u6c42\u5230\u4ee3\u7801<\/h3>\n<h4>4.1 \u7528\u81ea\u7136\u8bed\u8a00\u751f\u6210\u9879\u76ee\u9aa8\u67b6<\/h4>\n<p>\u5728\u9879\u76ee\u76ee\u5f55\u4e0b\u8fd0\u884c&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u521b\u5efa\u4e00\u4e2a Python \u547d\u4ee4\u884c\u5de5\u5177&#xff0c;\u7528\u4e8e\u7edf\u8ba1\u6307\u5b9a\u76ee\u5f55\u4e0b\u5404\u6587\u4ef6\u7c7b\u578b\u7684\u6570\u91cf&#xff0c;\u5e76\u8f93\u51fa Markdown \u8868\u683c&#034;<\/span><\/p>\n<p>Codex \u4f1a\u81ea\u52a8\u751f\u6210\u9879\u76ee\u6587\u4ef6&#xff0c;\u5305\u62ec\u4e3b\u811a\u672c\u3001\u4f9d\u8d56\u6587\u4ef6\u4e0e README\u3002\u751f\u6210\u540e&#xff0c;\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u76ee\u5f55\u7ed3\u6784&#xff1a;<\/p>\n<p>tree<\/p>\n<h4>4.2 \u4ee3\u7801\u5ba1\u67e5\u4e0e\u4fee\u590d<\/h4>\n<p>Codex \u53ef\u4ee5\u8bfb\u53d6\u4ed3\u5e93\u5185\u5bb9\u5e76\u6267\u884c\u6d4b\u8bd5\u3002\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u5b58\u5728 bug \u7684 Python \u6587\u4ef6&#xff0c;\u53ef\u4ee5\u8fd9\u6837\u8ba9 Codex \u4fee\u590d&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u68c0\u67e5 main.py \u4e2d\u7684\u903b\u8f91\u9519\u8bef&#xff0c;\u5e76\u8fd0\u884c\u6d4b\u8bd5\u9a8c\u8bc1\u4fee\u590d\u7ed3\u679c&#034;<\/span><\/p>\n<p>Codex \u4f1a\u5b9a\u4f4d\u95ee\u9898\u3001\u4fee\u6539\u4ee3\u7801\u3001\u6267\u884c\u6d4b\u8bd5&#xff0c;\u5e76\u6c47\u62a5\u7ed3\u679c\u3002\u8fd9\u79cd\u300c\u8ba1\u5212-\u6267\u884c-\u9a8c\u8bc1\u300d\u7684\u95ed\u73af\u662f Codex \u7684\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n<h4>4.3 \u4e0e Git \u5de5\u4f5c\u6d41\u96c6\u6210<\/h4>\n<p>Codex \u652f\u6301\u8bfb\u53d6 Git \u72b6\u6001&#xff0c;\u6211\u4eec\u53ef\u4ee5\u8ba9\u5b83\u57fa\u4e8e\u672a\u63d0\u4ea4\u7684\u6539\u52a8\u751f\u6210\u63d0\u4ea4\u4fe1\u606f&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u6839\u636e\u5f53\u524d git diff \u751f\u6210\u89c4\u8303\u7684 commit message&#034;<\/span><\/p>\n<p>\u4e5f\u53ef\u4ee5\u8ba9\u5b83\u81ea\u52a8\u5b8c\u6210\u9636\u6bb5\u6027\u63d0\u4ea4&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u5c06\u5f53\u524d\u6539\u52a8\u63d0\u4ea4\u5230 git&#xff0c;\u63d0\u4ea4\u4fe1\u606f\u8981\u7b26\u5408 Conventional Commits \u89c4\u8303&#034;<\/span><\/p>\n<h3>5. \u7528 ChatGPT \u6784\u5efa\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/h3>\n<h4>5.1 \u8c03\u7528 OpenAI API<\/h4>\n<p>ChatGPT Plus \/ Pro \u8d26\u53f7\u53ef\u4ee5\u5728 platform.openai.com \u521b\u5efa API Key\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u6700\u5c0f\u5316\u7684 Python \u8c03\u7528\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u540d\u8d44\u6df1 Python \u5de5\u7a0b\u5e08\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u8bf7\u89e3\u91ca Python \u88c5\u9970\u5668\u7684\u6267\u884c\u987a\u5e8f\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<h4>5.2 \u6d41\u5f0f\u8f93\u51fa<\/h4>\n<p>\u5bf9\u4e8e\u957f\u6587\u672c\u751f\u6210&#xff0c;\u6d41\u5f0f\u8f93\u51fa\u80fd\u663e\u8457\u6539\u5584\u4f53\u9a8c&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>stream <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><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\">&#034;\u5199\u4e00\u6bb5\u5173\u4e8e FastAPI \u7684\u7b80\u4ecb&#xff0c;200 \u5b57\u5de6\u53f3\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    stream<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">for<\/span> chunk <span class=\"token keyword\">in<\/span> stream<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> chunk<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>delta<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>chunk<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>delta<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">,<\/span> end<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>5.3 \u51fd\u6570\u8c03\u7528&#xff08;Function Calling&#xff09;<\/h4>\n<p>\u51fd\u6570\u8c03\u7528\u8ba9\u6a21\u578b\u53ef\u4ee5\u89e6\u53d1\u672c\u5730\u5de5\u5177&#xff0c;\u9002\u5408\u6784\u5efa\u81ea\u52a8\u5316 Agent\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u67e5\u8be2\u5929\u6c14\u7684\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<br \/>\n<span class=\"token keyword\">import<\/span> json<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<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><br \/>\n    <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&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;function&#034;<\/span><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> <span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;parameters&#034;<\/span><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;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;city&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u57ce\u5e02\u540d\u79f0&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;required&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;city&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><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\">&#034;\u5317\u4eac\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837&#xff1f;&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    tools<span class=\"token operator\">&#061;<\/span>tools<br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>tool_calls<span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> indent<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>6. \u63d0\u793a\u8bcd\u5de5\u7a0b\u5b9e\u6218<\/h3>\n<h4>6.1 \u7ed3\u6784\u5316\u8f93\u51fa<\/h4>\n<p>\u8ba9\u6a21\u578b\u8f93\u51fa JSON \u662f\u5e38\u89c1\u9700\u6c42&#xff0c;\u53ef\u4ee5\u901a\u8fc7 response_format \u5f3a\u5236\u7ea6\u675f&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    response_format<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;json_object&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u53ea\u8f93\u51fa JSON \u683c\u5f0f\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5217\u51fa 3 \u4e2a Python Web \u6846\u67b6&#xff0c;\u5305\u542b\u540d\u79f0\u4e0e\u9002\u7528\u573a\u666f\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<h4>6.2 \u89d2\u8272\u626e\u6f14\u4e0e\u4e0a\u4e0b\u6587\u7ba1\u7406<\/h4>\n<p>\u5728\u590d\u6742\u4efb\u52a1\u4e2d&#xff0c;\u7ef4\u62a4\u6e05\u6670\u7684\u4e0a\u4e0b\u6587\u81f3\u5173\u91cd\u8981\u3002\u63a8\u8350\u4f7f\u7528\u6d88\u606f\u6570\u7ec4\u7ba1\u7406\u591a\u8f6e\u5bf9\u8bdd&#xff1a;<\/p>\n<p>messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4ee3\u7801\u8bc4\u5ba1\u4e13\u5bb6&#xff0c;\u53ea\u5173\u6ce8\u6027\u80fd\u95ee\u9898\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u8bf7\u8bc4\u5ba1\u4ee5\u4e0b\u4ee3\u7801&#xff1a;\\\\n\\\\n&#096;&#096;&#096;python\\\\ndef process(data):\\\\n    result &#061; []\\\\n    for item in data:\\\\n        result.append(item * 2)\\\\n    return result\\\\n&#096;&#096;&#096;&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span>messages<br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<h4>6.3 \u5c11\u6837\u672c\u63d0\u793a<\/h4>\n<p>\u7ed9\u6a21\u578b\u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b&#xff0c;\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u8f93\u51fa\u8d28\u91cf&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>messages <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5c06\u7528\u6237\u8f93\u5165\u8f6c\u6362\u4e3a SQL \u67e5\u8be2\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u6240\u6709\u5e74\u9f84\u5927\u4e8e 30 \u7684\u7528\u6237&#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;assistant&#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;SELECT * FROM users WHERE age &gt; 30;&#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\">&#034;\u67e5\u8be2\u8ba2\u5355\u91d1\u989d\u5927\u4e8e 100 \u7684\u8ba2\u5355&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span>messages<br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><\/p>\n<h3>7. Codex \u4e0e ChatGPT \u7684\u7ec4\u5408\u5de5\u4f5c\u6d41<\/h3>\n<h4>7.1 \u9700\u6c42\u5206\u6790\u9636\u6bb5<\/h4>\n<p>\u4f7f\u7528 ChatGPT \u8fdb\u884c\u9700\u6c42\u62c6\u89e3\u4e0e\u65b9\u6848\u8bbe\u8ba1&#xff0c;\u751f\u6210\u6280\u672f\u9009\u578b\u6587\u6863\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p>\u8bf7\u5e2e\u6211\u8bbe\u8ba1\u4e00\u4e2a\u65e5\u5fd7\u5206\u6790\u7cfb\u7edf&#xff0c;\u8981\u6c42&#xff1a;<br \/>\n1. \u652f\u6301\u591a\u683c\u5f0f\u65e5\u5fd7\u89e3\u6790<br \/>\n2. \u652f\u6301\u5b9e\u65f6\u544a\u8b66<br \/>\n3. \u8f93\u51fa\u53ef\u89c6\u5316\u62a5\u8868<br \/>\n\u8bf7\u7ed9\u51fa\u67b6\u6784\u56fe\u4e0e\u6a21\u5757\u5212\u5206\u3002<\/p>\n<h4>7.2 \u7f16\u7801\u5b9e\u73b0\u9636\u6bb5<\/h4>\n<p>\u5c06 ChatGPT \u751f\u6210\u7684\u67b6\u6784\u6587\u6863\u4ea4\u7ed9 Codex \u843d\u5730&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u6839\u636e docs\/architecture.md \u4e2d\u7684\u8bbe\u8ba1&#xff0c;\u5b9e\u73b0\u65e5\u5fd7\u89e3\u6790\u6a21\u5757&#xff0c;\u5e76\u7f16\u5199\u5355\u5143\u6d4b\u8bd5&#034;<\/span><\/p>\n<h4>7.3 \u6d4b\u8bd5\u4e0e\u91cd\u6784\u9636\u6bb5<\/h4>\n<p>Codex \u6267\u884c\u6d4b\u8bd5\u540e&#xff0c;\u5c06\u7ed3\u679c\u53cd\u9988\u7ed9 ChatGPT \u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u8fd0\u884c pytest&#xff0c;\u5e76\u5c06\u5931\u8d25\u7528\u4f8b\u8f93\u51fa\u5230 test-report.md&#034;<\/span><\/p>\n<p>\u968f\u540e\u5c06 test-report.md \u5185\u5bb9\u7c98\u8d34\u7ed9 ChatGPT&#xff0c;\u8981\u6c42\u5176\u5206\u6790\u5931\u8d25\u539f\u56e0\u5e76\u7ed9\u51fa\u4fee\u590d\u5efa\u8bae\u3002<\/p>\n<h4>7.4 \u6574\u4f53\u6d41\u7a0b\u793a\u610f<\/h4>\n<p>#mermaid-svg-IjaRCqnEndW3UYgR{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes 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text,#mermaid-svg-IjaRCqnEndW3UYgR .node .label text,#mermaid-svg-IjaRCqnEndW3UYgR .image-shape .label,#mermaid-svg-IjaRCqnEndW3UYgR .icon-shape .label{text-anchor:middle;}#mermaid-svg-IjaRCqnEndW3UYgR .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-IjaRCqnEndW3UYgR .rough-node .label,#mermaid-svg-IjaRCqnEndW3UYgR .node .label,#mermaid-svg-IjaRCqnEndW3UYgR .image-shape .label,#mermaid-svg-IjaRCqnEndW3UYgR .icon-shape .label{text-align:center;}#mermaid-svg-IjaRCqnEndW3UYgR .node.clickable{cursor:pointer;}#mermaid-svg-IjaRCqnEndW3UYgR .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-IjaRCqnEndW3UYgR .arrowheadPath{fill:#333333;}#mermaid-svg-IjaRCqnEndW3UYgR .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-IjaRCqnEndW3UYgR .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-IjaRCqnEndW3UYgR .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-IjaRCqnEndW3UYgR .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-IjaRCqnEndW3UYgR .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-IjaRCqnEndW3UYgR .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-IjaRCqnEndW3UYgR .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-IjaRCqnEndW3UYgR .cluster text{fill:#333;}#mermaid-svg-IjaRCqnEndW3UYgR .cluster span{color:#333;}#mermaid-svg-IjaRCqnEndW3UYgR div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-IjaRCqnEndW3UYgR .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-IjaRCqnEndW3UYgR rect.text{fill:none;stroke-width:0;}#mermaid-svg-IjaRCqnEndW3UYgR .icon-shape,#mermaid-svg-IjaRCqnEndW3UYgR .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-IjaRCqnEndW3UYgR .icon-shape p,#mermaid-svg-IjaRCqnEndW3UYgR .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-IjaRCqnEndW3UYgR .icon-shape .label rect,#mermaid-svg-IjaRCqnEndW3UYgR .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-IjaRCqnEndW3UYgR .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-IjaRCqnEndW3UYgR .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-IjaRCqnEndW3UYgR :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>ChatGPT \u9700\u6c42\u5206\u6790<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u751f\u6210\u67b6\u6784\u6587\u6863<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Codex \u7f16\u7801\u5b9e\u73b0<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8fd0\u884c\u6d4b\u8bd5<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6d4b\u8bd5\u901a\u8fc7?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>ChatGPT \u5206\u6790\u5931\u8d25\u539f\u56e0<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Codex \u63d0\u4ea4\u4ee3\u7801<\/p>\n<p><\/span><\/p>\n<h3>8. \u8fdb\u9636\u6280\u5de7<\/h3>\n<h4>8.1 \u4f7f\u7528 Codex \u6279\u91cf\u91cd\u6784<\/h4>\n<p>Codex \u652f\u6301\u8de8\u6587\u4ef6\u4fee\u6539&#xff0c;\u9002\u5408\u6279\u91cf\u91cd\u6784\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p>codex <span class=\"token string\">&#034;\u5c06\u9879\u76ee\u4e2d\u6240\u6709 print \u8bed\u53e5\u66ff\u6362\u4e3a logging \u6a21\u5757\u8c03\u7528&#xff0c;\u5e76\u4fdd\u6301\u8f93\u51fa\u683c\u5f0f\u4e0d\u53d8&#034;<\/span><\/p>\n<h4>8.2 \u5229\u7528 ChatGPT \u751f\u6210\u6d4b\u8bd5\u6570\u636e<\/h4>\n<p><span class=\"token keyword\">from<\/span> openai <span class=\"token keyword\">import<\/span> OpenAI<br \/>\n<span class=\"token keyword\">import<\/span> json<\/p>\n<p>client <span class=\"token operator\">&#061;<\/span> OpenAI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>response <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;gpt-4.1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    response_format<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;json_object&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    messages<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;system&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u751f\u6210 JSON \u6d4b\u8bd5\u6570\u636e\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u751f\u6210 5 \u6761\u7528\u6237\u6570\u636e&#xff0c;\u5b57\u6bb5\u5305\u62ec id\u3001name\u3001email\u3001age\u3002&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p>data <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>response<span class=\"token punctuation\">.<\/span>choices<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> indent<span class=\"token operator\">&#061;<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>8.3 \u81ea\u52a8\u5316\u4ee3\u7801\u8bc4\u5ba1\u6d41\u6c34\u7ebf<\/h4>\n<p>\u7ed3\u5408 Git Hooks \u4e0e Codex&#xff0c;\u53ef\u4ee5\u5728\u63d0\u4ea4\u524d\u81ea\u52a8\u6267\u884c\u4ee3\u7801\u8bc4\u5ba1&#xff1a;<\/p>\n<p><span class=\"token shebang important\">#!\/bin\/bash<\/span><br \/>\n<span class=\"token comment\"># .git\/hooks\/pre-commit<\/span><br \/>\ncodex <span class=\"token string\">&#034;\u5ba1\u67e5\u6682\u5b58\u533a\u7684\u4ee3\u7801\u6539\u52a8&#xff0c;\u8f93\u51fa\u6f5c\u5728\u95ee\u9898\u4e0e\u6539\u8fdb\u5efa\u8bae&#034;<\/span><\/p>\n<h3>9. \u5e38\u89c1\u95ee\u9898<\/h3>\n<h4>9.1 Codex \u4e0e GitHub Copilot \u7684\u533a\u522b<\/h4>\n<p>Codex \u66f4\u5f3a\u8c03\u300c\u7406\u89e3\u6574\u4e2a\u4ed3\u5e93\u5e76\u6267\u884c\u591a\u6b65\u4efb\u52a1\u300d&#xff0c;\u800c Copilot \u66f4\u4fa7\u91cd\u300c\u884c\u7ea7\u8865\u5168\u300d\u3002Codex \u9002\u5408\u81ea\u52a8\u5316\u91cd\u6784\u4e0e\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1&#xff0c;Copilot \u9002\u5408\u65e5\u5e38\u7f16\u7801\u65f6\u7684\u5373\u65f6\u8865\u5168\u3002<\/p>\n<h4>9.2 \u5982\u4f55\u9009\u62e9 Plus \u8fd8\u662f Pro<\/h4>\n<p>\u5982\u679c\u53ea\u662f\u65e5\u5e38\u5bf9\u8bdd\u4e0e\u8f7b\u91cf\u7f16\u7a0b\u8f85\u52a9&#xff0c;Plus \u8db3\u591f&#xff1b;\u5982\u679c\u9700\u8981\u5904\u7406\u8d85\u957f\u4e0a\u4e0b\u6587\u3001\u9ad8\u9891 API \u8c03\u7528\u6216\u590d\u6742\u63a8\u7406\u4efb\u52a1&#xff0c;Pro \u66f4\u5408\u9002\u3002<\/p>\n<h4>9.3 API \u4e0e\u7f51\u9875\u7248\u7684\u5dee\u5f02<\/h4>\n<p>\u7f51\u9875\u7248\u9002\u5408\u4ea4\u4e92\u5f0f\u63a2\u7d22&#xff0c;API \u9002\u5408\u6784\u5efa\u81ea\u52a8\u5316\u6d41\u7a0b\u3002\u4e24\u8005\u5171\u4eab\u5e95\u5c42\u6a21\u578b&#xff0c;\u4f46 API \u63d0\u4f9b\u66f4\u7cbe\u7ec6\u7684\u53c2\u6570\u63a7\u5236\u3002<\/p>\n<h3>10. \u603b\u7ed3<\/h3>\n<p>ChatGPT Plus \/ Pro \u4e0e Codex \u7684\u7ec4\u5408&#xff0c;\u6784\u6210\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684 AI \u8f85\u52a9\u5f00\u53d1\u95ed\u73af&#xff1a;ChatGPT \u8d1f\u8d23\u9700\u6c42\u5206\u6790\u3001\u65b9\u6848\u8bbe\u8ba1\u4e0e\u4ee3\u7801\u8bc4\u5ba1&#xff0c;Codex \u8d1f\u8d23\u7f16\u7801\u5b9e\u73b0\u3001\u6d4b\u8bd5\u6267\u884c\u4e0e\u4ed3\u5e93\u7ea7\u91cd\u6784\u3002\u901a\u8fc7 API \u4e0e\u63d0\u793a\u8bcd\u5de5\u7a0b&#xff0c;\u6211\u4eec\u53ef\u4ee5\u5c06\u8fd9\u4e24\u8005\u6df1\u5ea6\u96c6\u6210\u5230\u81ea\u5df1\u7684\u5f00\u53d1\u5de5\u4f5c\u6d41\u4e2d&#xff0c;\u663e\u8457\u63d0\u5347\u6548\u7387\u3002<\/p>\n<p>\u672c\u6587\u4ece\u73af\u5883\u51c6\u5907\u3001Codex \u5b9e\u6218\u3001API \u8c03\u7528\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u7ec4\u5408\u5de5\u4f5c\u6d41\u7b49\u89d2\u5ea6&#xff0c;\u7ed9\u51fa\u4e86\u53ef\u843d\u5730\u7684\u6280\u672f\u65b9\u6848\u3002\u8bfb\u8005\u53ef\u4ee5\u6839\u636e\u81ea\u8eab\u9879\u76ee\u9700\u6c42&#xff0c;\u7075\u6d3b\u7ec4\u5408\u8fd9\u4e9b\u80fd\u529b&#xff0c;\u6784\u5efa\u5c5e\u4e8e\u81ea\u5df1\u7684 AI \u9a71\u52a8\u5f00\u53d1\u6d41\u6c34\u7ebf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u5f15\u8a00<br \/>\nChatGPT Plus \u4e0e ChatGPT Pro \u662f OpenAI \u9762\u5411\u4e0d\u540c\u9700\u6c42\u7528\u6237\u63a8\u51fa\u7684\u8ba2\u9605\u65b9\u6848&#xff0c;\u800c Codex \u5219\u662f OpenAI \u63a8\u51fa\u7684 AI 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optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ChatGPT Plus \/ Pro + Codex \u5b9e\u6218\u6307\u5357\uff082026-08-12\uff09 - \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\/93126.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ChatGPT Plus \/ Pro + Codex \u5b9e\u6218\u6307\u5357\uff082026-08-12\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"1. \u5f15\u8a00 ChatGPT Plus \u4e0e ChatGPT Pro \u662f OpenAI \u9762\u5411\u4e0d\u540c\u9700\u6c42\u7528\u6237\u63a8\u51fa\u7684\u8ba2\u9605\u65b9\u6848&#xff0c;\u800c Codex \u5219\u662f OpenAI \u63a8\u51fa\u7684 AI 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