{"id":1538,"date":"2024-05-20T15:34:52","date_gmt":"2024-05-20T15:34:52","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1538"},"modified":"2024-05-20T15:36:19","modified_gmt":"2024-05-20T15:36:19","slug":"damoxingyingyongkaifayunxingnidediyigeliaotianchengxu","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/damoxingyingyongkaifayunxingnidediyigeliaotianchengxu.html","title":{"rendered":"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f"},"content":{"rendered":"<p>\u672c\u7cfb\u5217\u4ecb\u7ecd\u57fa\u4e8eOpenAI\u5927\u6a21\u578bAPI\u8fdb\u884c\u7f16\u7a0b\u7684\u65b9\u6cd5\uff0c\u9002\u5408\u4ece\u96f6\u5f00\u59cb\uff0c\u4e5f\u9002\u5408\u67e5\u7f3a\u8865\u6f0f\u3002<\/p>\n<p>\u672c\u6587\u9996\u5148\u4ecb\u7ecd\u57fa\u4e8e\u804a\u5929API\u7f16\u7a0b\u7684\u65b9\u6cd5\u3002<\/p>\n<h1 data-id=\"heading-0\">\u73af\u5883\u642d\u5efa<\/h1>\n<p>\u5f88\u591a\u673a\u5668\u5b66\u4e60\u6846\u67b6\u548c\u7c7b\u5e93\u90fd\u662f\u4f7f\u7528Python\u7f16\u5199\u7684\uff0cOpenAI\u63d0\u4f9b\u7684\u5f88\u591a\u4f8b\u5b50\u4e5f\u662fPython\u7f16\u5199\u7684\uff0c\u6240\u4ee5\u4e3a\u4e86\u65b9\u4fbf\u5b66\u4e60\uff0c\u6211\u4eec\u8fd9\u4e2a\u6559\u7a0b\u4e5f\u4f7f\u7528Python\u3002<\/p>\n<h2 data-id=\"heading-1\">Python\u73af\u5883\u642d\u5efa<\/h2>\n<p>Python\u73af\u5883\u642d\u5efa\u6709\u5f88\u591a\u79cd\u65b9\u6cd5\uff0c\u6211\u4eec\u8fd9\u91cc\u9700\u8981\u4f7f\u7528 Python 3.10 \u7684\u73af\u5883\uff0c\u5982\u679c\u4f60\u5df2\u7ecf\u5177\u5907\u6216\u8005\u81ea\u5df1\u5f88\u6e05\u695a\u600e\u4e48\u642d\u5efa\uff0c\u8bf7\u8df3\u8fc7\u8fd9\u4e2a\u5c0f\u8282\u3002<\/p>\n<h3 data-id=\"heading-2\">Anaconda\u5b89\u88c5<\/h3>\n<p>Anaconda \u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\u4e00\u4e2a\u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\uff0c\u901a\u8fc7\u5b83\u6211\u4eec\u53ef\u4ee5\u65b9\u4fbf\u7684\u7ba1\u7406Python\u8fd0\u884c\u73af\u5883\u3002<\/p>\n<p>Anaconda \u7684\u5b98\u65b9\u4e0b\u8f7d\u5730\u5740\u662f\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.anaconda.com%2Fdownload%25EF%25BC%258C%25E9%25A1%25B5%25E9%259D%25A2%25E5%25A6%2582%25E4%25B8%258B%25E5%259B%25BE%25E6%2589%2580%25E7%25A4%25BA%25EF%25BC%259A\" target=\"_blank\" title=\"https:\/\/www.anaconda.com\/download%EF%BC%8C%E9%A1%B5%E9%9D%A2%E5%A6%82%E4%B8%8B%E5%9B%BE%E6%89%80%E7%A4%BA%EF%BC%9A\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.anaconda.com\/download\uff0c\u9875\u9762\u2026<\/a><\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b18103a756b09c347c9552de1cc3f0b2.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<p>\u8bf7\u6ce8\u610f\u9009\u62e9\u4f60\u4f7f\u7528\u7684\u64cd\u4f5c\u7cfb\u7edf\uff0c\u6574\u4e2a\u5b89\u88c5\u5305\u6709800\u591aM\uff0c\u4e0b\u8f7d\u65f6\u95f4\u53d6\u51b3\u4e8e\u4f60\u7684\u7f51\u8def\u3002<\/p>\n<p>Anaconda \u7684\u5b89\u88c5\u6bd4\u8f83\u7b80\u5355\uff0c\u4f46\u662f\u5b89\u88c5\u4e2d\u95f4\u8fd8\u9700\u8981\u4e0b\u8f7d\u5f88\u591a\u7a0b\u5e8f\uff0c\u6240\u4ee5\u9700\u8981\u7684\u65f6\u95f4\u53ef\u80fd\u4f1a\u4e45\u4e00\u70b9\uff1b\u53e6\u5916\u5168\u90e8\u5b89\u88c5\u5b8c\u6bd5\u540e\uff0c\u53ef\u80fd\u4f1a\u5360\u75285G\u591a\u7684\u786c\u76d8\u7a7a\u95f4\uff0c\u9700\u8981\u63d0\u524d\u9884\u7559\u597d\u3002<\/p>\n<p>Anaconda \u96c6\u6210\u4e86\u4e00\u4e9b\u65b9\u4fbf\u7684\u5de5\u5177\uff0c\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528 Anaconda Navigator \u6765\u542f\u52a8\u5b83\u4eec\u3002\u5728Windows\u7cfb\u7edf\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u5f00\u59cb\u83dc\u5355\u4e2d\u627e\u5230\u8fd9\u4e2a Anaconda Navigator\uff0c\u5c31\u662f\u4e0b\u9762\u56fe\u7247\u4e2d\u7684\u8fd9\u4e2a\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3aa6275cb42ce60b0b6d7972faee5114.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-3\">JupyterLab<\/h3>\n<p>\u542f\u52a8 Anaconda Navigator \u540e\uff0c\u5728\u53f3\u8fb9\u7684\u5e94\u7528\u5217\u8868\u4e2d\u627e\u5230 JupyterLab\u3002<\/p>\n<p>JupyterLab \u662f\u4e00\u4e2aWeb\u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u7a97\u53e3\uff0c\u80fd\u5728\u7f51\u9875\u4e2d\u8fd0\u884cPython\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u7701\u6389\u5f88\u591a\u9ebb\u70e6\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/bdce7477ee6dd5d10ccf6c20dc2677f7.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<p>\u542f\u52a8\u540e\uff0c\u7a97\u53e3\u754c\u9762\u5982\u4e0b\u6240\u793a\u3002\u5de6\u8fb9\u662f\u5f53\u524d\u7528\u6237\u7684\u6839\u76ee\u5f55\uff0c\u53f3\u8fb9\u6709\u4e00\u4e9b\u529f\u80fd\u5165\u53e3\uff0c\u6211\u4eec\u5148\u4e0d\u7ba1\u3002<\/p>\n<p>\u6211\u4eec\u5728\u5de6\u4fa7\u6839\u76ee\u5f55\u4e0b\u70b9\u51fb\u53f3\u952e\u521b\u5efa\u4e00\u4e2a\u6587\u4ef6\u5939\uff1agptdemo\uff0c\u540d\u5b57\u53ef\u4ee5\u968f\u4fbf\u8d77\uff0c\u540e\u8fb9\u6211\u4eec\u7684\u7a0b\u5e8f\u90fd\u653e\u5230\u8fd9\u91cc\u8fb9\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d4476f83ffd1c5db963ffe8e0ac39b7e.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<p>\u7136\u540e\u6211\u4eec\u53cc\u51fb\u8fdb\u5165 gptdemo\uff0c\u518d\u70b9\u51fb\u53f3\u952e\u521b\u5efa\u4e00\u4e2a Notebook\uff0cNotebook \u53ef\u4ee5\u8bb0\u5f55\u6587\u5b57\u3001\u7f16\u5199\u4ee3\u7801\u5e76\u6267\u884c\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9c1d8a38fd5281807baa8a7b4a1b612f.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<p>\u5728\u5de6\u4fa7\u6587\u4ef6\u5939\u4e2d\u53cc\u51fb\u65b0\u521b\u5efa\u7684Notebook\uff0c\u5b83\u4f1a\u5728\u53f3\u4fa7\u7f16\u8f91\u533a\u6253\u5f00\uff0c\u5728\u5de5\u5177\u680f\u7684\u201cCell Type\u201d\u4e2d\u9009\u62e9\u201cCode\u201d\uff0c\u7136\u540e\u70b9\u51fb\u5de5\u5177\u680f\u524d\u8fb9\u7684\u52a0\u53f7\uff08+\uff09\uff0cNotebook\u4e2d\u5c31\u4f1a\u81ea\u52a8\u521b\u5efa\u4e00\u4e2a\u4ee3\u7801Cell\uff0c\u8fd9\u79cdCell\u65e2\u53ef\u4ee5\u8fd0\u884cPython\u4ee3\u7801\uff0c\u4e5f\u53ef\u4ee5\u6267\u884c\u5404\u79cdShell\u6307\u4ee4\u3002\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/082779261ce7758155fd2f352a34f323.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-4\">\u5b89\u88c5OpenAI\u5305<\/h2>\n<p>\u6267\u884c\u4e0b\u8fb9\u7684\u547d\u4ee4\uff0c\u5b89\u88c5openai\u7684python sdk\u3002<\/p>\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\">pip install <span class=\"hljs-attr\">--upgrade<\/span> openai httpx<span class=\"hljs-selector-attr\">[socks]<\/span><\/span>\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u53ea\u9700\u8981\u5b89\u88c5\u6210\u529f\u4e00\u6b21\u5c31\u884c\u4e86\u3002<\/p>\n<p>\u4e0b\u56fe\u662fJupyterLab\u4e2d\u7684\u547d\u4ee4\u6267\u884c\u6548\u679c\u6f14\u793a\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/cbd0acc418cf647b36a56d0530bf5a06.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<h1 data-id=\"heading-5\">\u4ee3\u7801\u6f14\u7ec3<\/h1>\n<p>\u4e0b\u8fb9\u8fdb\u5165\u672c\u6587\u7684\u91cd\u70b9\uff0c\u8fd0\u884c\u4e00\u4e2aGPT\u7a0b\u5e8f\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u8fd8\u662f\u8ba9 GPT \u626e\u6f14\u4e00\u4e2a\u5584\u4e8e\u51fa\u9898\u7684\u5c0f\u5b66\u6570\u5b66\u8001\u5e08\u3002<\/p>\n<p>\u53ef\u4ee5\u5148\u628a\u4e0b\u8fb9\u7684\u4ee3\u7801\u7c98\u8d34\u5230\u4f60\u7684\u5f00\u53d1\u73af\u5883\u4e2d\u8fd0\u884c\u4e00\u4e0b\uff0c\u540e\u9762\u6211\u4f1a\u89e3\u91ca\u5404\u4e2a\u53c2\u6570\u3002<\/p>\n<p>\u6ce8\u610f\u66ff\u6362 api_key\uff0c\u6ca1\u6709\u7684\u53ef\u4ee5\u53bb\u6ce8\u518c\u4e00\u4e2a\u6216\u8005\u627e\u4eba\u8d2d\u5165\u4e00\u4e2a\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\">from openai 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\">client<\/span> = OpenAI(api_key=<span class=\"hljs-string\">'sk-xxx'<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-attr\">stream<\/span> = client.chat.completions.create(<\/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\">\"\u4f60\u662f\u4e00\u540d\u6570\u5b66\u8001\u5e08\uff0c\u4ece\u4e8b\u5c0f\u5b66\u6570\u5b66\u6559\u80b230\u5e74\uff0c\u7cbe\u901a\u8bbe\u8ba1\u5404\u79cd\u6570\u5b66\u8003\u8bd5\u9898\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">    },{<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"\u4f60\u662f\u8c01\uff1f\u8bf7\u4ee5json\u8fd4\u56de\"<\/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 class=\"hljs-attr\">model<\/span>=<span class=\"hljs-string\">'gpt-3.5-turbo-1106'<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">    max_tokens:1024,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">    <span class=\"hljs-comment\">#temperature=0.1,<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">    <span class=\"hljs-attr\">top_p<\/span>=<span class=\"hljs-number\">0.3<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">    <span class=\"hljs-comment\">#frequency_penalty=0.5,<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">    <span class=\"hljs-attr\">presence_penalty<\/span>=<span class=\"hljs-number\">0.2<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">    <span class=\"hljs-attr\">seed<\/span>=<span class=\"hljs-number\">12345<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">    <span class=\"hljs-comment\">#stop='30\u5e74',<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">    <span class=\"hljs-attr\">response_format<\/span>={ <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"json_object\"<\/span> },<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">    <span class=\"hljs-attr\">n<\/span>=<span class=\"hljs-number\">1<\/span>,<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">    <span class=\"hljs-attr\">stream<\/span>=<span class=\"hljs-literal\">True<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">for chunk in stream:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">    <span class=\"hljs-attr\">msg<\/span> = chunk.choices[<span class=\"hljs-number\">0<\/span>].delta.content<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">    if msg is not None:<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\">        print(msg, <span class=\"hljs-attr\">end<\/span>=<span class=\"hljs-string\">''<\/span>)<\/span>\n<\/code><\/pre>\n<p>\u6211\u4eec\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u5ba2\u6237\u7aef\uff1aclient = OpenAI(api_key=&#8217;sk-xxx&#8217;)\uff0c\u6ce8\u610f\u66ff\u6362\u5176\u4e2d\u7684 api-key\u3002<\/p>\n<p>\u7136\u540e\u6211\u4eec\u4f7f\u7528 client.chat.completions.create \u6765\u521b\u5efa\u4e00\u4e2a\u804a\u5929 Completion\u3002Completion\u8fd9\u4e2a\u5355\u8bcd\u600e\u4e48\u7406\u89e3\u5462\uff1f\u8fd9\u6709\u70b9\u7c7b\u4f3c\u641c\u7d22\u6846\u4e2d\u7684\u90a3\u79cd\u8054\u60f3\u8f93\u5165\uff0c\u6211\u4eec\u8f93\u5165\u90e8\u5206\u5b57\u7b26\uff0c\u5b83\u5c31\u4f1a\u751f\u6210\u4e00\u7ec4\u8865\u5168\u7684\u67e5\u8be2\u8bcd\u8bed\u5217\u8868\uff0c\u8fd9\u4e2a\u6280\u672f\u53eb\uff1aAuto Complete\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0ca44e4459f6be1fdcf9b5a98eb25331.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-6\">\u7406\u89e3Token<\/h2>\n<p>\u56e0\u4e3a\u5f88\u591a\u53c2\u6570\u90fd\u6d89\u53ca\u5230Token\u7684\u6982\u5ff5\uff0c\u6240\u4ee5\u5728\u5f00\u59cb\u4ecb\u7ecd\u53c2\u6570\u4e4b\u524d\uff0c\u6211\u4eec\u5148\u6765\u7406\u89e3\u4e0b Token \u8fd9\u4e2a\u6982\u5ff5\u3002<\/p>\n<p>\u5728\u5927\u6a21\u578b\u4e2d\uff0c\u6a21\u578b\u7684\u8f93\u5165\u548c\u8f93\u51fa\u5b9e\u9645\u90fd\u662fToken\u3002Token\u4e0d\u662f\u5b8c\u5168\u5bf9\u7167\u5230\u5355\u8bcd\u6216\u8005\u5b57\u7b26\u7684\uff0c\u5927\u6a21\u578b\u5904\u7406\u6570\u636e\u65f6\uff0c\u6587\u672c\u4f1a\u88ab\u5207\u5206\u6210\u5355\u4e2a\u5143\u7d20\u6216\u6807\u8bb0\uff0c\u4e5f\u5c31\u662fToken\uff0c\u8fd9\u4e9bToken\u53ef\u80fd\u662f\u5355\u8bcd\u3001\u5b57\u7b26\u6216\u5355\u8bcd\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u5927\u6a21\u578b\u4f7f\u7528Token\u800c\u4e0d\u662f\u76f4\u63a5\u4f7f\u7528\u5355\u8bcd\u6216\u5b57\u7b26\u7684\u539f\u56e0\u4e3b\u8981\u662f\u6548\u7387\u3001\u7075\u6d3b\u6027\u548c\u6027\u80fd\u7684\u95ee\u9898\u3002\u4f8b\u5982\u5927\u8bcd\u6c47\u8868\u4f1a\u5bfc\u81f4\u6a21\u578b\u53c2\u6570\u6570\u91cf\u5267\u589e\uff0c\u589e\u52a0\u5185\u5b58\u9700\u6c42\u548c\u8ba1\u7b97\u6210\u672c\uff0c\u800c\u4f7f\u7528\u5b50\u8bcd\u53ef\u4ee5\u964d\u4f4e\u8bcd\u6c47\u8868\u7684\u5927\u5c0f\uff0c\u7279\u522b\u662f\u542b\u6709\u5927\u91cf\u4e13\u6709\u540d\u8bcd\u7684\u8bed\u6599\u5e93\uff0c\u540c\u65f6\u5b50\u8bcd\u8fd8\u53ef\u4ee5\u907f\u514d\u5355\u4e2a\u5b57\u7b26\u643a\u5e26\u4fe1\u606f\u53ef\u80fd\u8fc7\u5c11\uff0c\u5bfc\u81f4\u9700\u8981\u5904\u7406\u66f4\u957f\u5e8f\u5217\u624d\u80fd\u7406\u89e3\u6587\u672c\u7684\u95ee\u9898\u3002\u53e6\u5916\u5b50\u8bcd\u5bf9\u4e8e\u4e00\u4e9b\u8bed\u8a00\u8fd8\u5177\u5907\u8de8\u8bed\u8a00\u8868\u793a\u7684\u80fd\u529b\uff0c\u5b50\u8bcd\u8fd8\u53ef\u4ee5\u8ba9\u6a21\u578b\u66f4\u597d\u5730\u5b66\u4e60\u548c\u7406\u89e3\u5355\u8bcd\u7684\u5f62\u6001\u53d8\u5316\u548c\u590d\u6742\u7684\u8bcd\u5f62\u6784\u9020\u89c4\u5219\u3002<\/p>\n<p>\u6bd4\u5982\u5bf9\u4e8e\u8fd9\u4e2a\u53e5\u5b50\uff1aI don&#8217;t like cats.<\/p>\n<p>\u5176\u62c6\u5206\u540e\u7684Token\u5e8f\u5217\u53ef\u80fd\u662f\uff1a[&#8220;I&#8221;, &#8220;do&#8221;, &#8220;n&#8217;t&#8221;, &#8220;like&#8221;, &#8220;cats&#8221;, &#8220;.&#8221;]<\/p>\n<p>\u6ce8\u610f\uff0c\u4e0d\u540c\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u91c7\u7528\u4e0d\u540c\u7684\u5207\u5206\u65b9\u6cd5\u3002<\/p>\n<h2 data-id=\"heading-7\">completion\u53c2\u6570<\/h2>\n<p>\u7136\u540e\u6211\u4eec\u770b\u4e0b\u8fd9\u51e0\u4e2a\u53c2\u6570\uff1a<\/p>\n<ul>\n<li>messages\uff1a\u804a\u5929\u7684\u4e0a\u4e0b\u6587\uff0c\u91cc\u8fb9\u53ef\u4ee5\u5305\u542b\u591a\u6761\u6d88\u606f\u3002GPT\u4f1a\u9488\u5bf9\u6700\u540e\u4e00\u6761\u6d88\u606f\uff0c\u7ed3\u5408\u4e0a\u4e0b\u6587\uff0c\u751f\u6210\u6587\u672c\u5185\u5bb9\u3002\u6bcf\u6761\u6d88\u606f\u53ef\u4ee5\u8bbe\u5b9arole\u3001name\u3001content\u3002<\/li>\n<\/ul>\n\n<ul>\n<li>\n<ul>\n<li>role\uff1a\u5c31\u662f\u4f1a\u8bdd\u4e2d\u7684\u89d2\u8272\uff0c\u53ef\u4ee5\u9009\u62e9\uff1asystem\uff08\u7cfb\u7edf\uff09\u3001assistant\uff08GPT\uff09\u3001user\uff08\u7528\u6237\uff09<\/li>\n<li>name\uff1a\u7528\u6765\u533a\u5206\u540c\u4e00\u4e2a\u89d2\u8272\u4e2d\u7684\u4e0d\u540c\u4eba\u7269\u3002<\/li>\n<li>content\uff1a\u5177\u4f53\u89d2\u8272\u53d1\u51fa\u7684\u6d88\u606f\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n<ul>\n<li>model\uff1a\u672c\u6b21\u4f1a\u8bdd\u4f7f\u7528\u7684GPT\u6a21\u578b\uff0c\u6700\u65b0\u76843.5\u6a21\u578b\u662f gpt-3.5-turbo-1106\uff0c\u8bad\u7ec3\u6570\u636e\u622a\u6b622021\u5e749\u6708\u4efd\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6700\u5927token\u6570\u4e3a16K\uff1b\u6700\u65b0\u76844\u6a21\u578b\u662fgpt-4-1106-preview\uff0c\u8bad\u7ec3\u6570\u636e\u622a\u6b622023\u5e744\u6708\u4efd\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6700\u5927token\u6570\u4e3a128K\u3002<\/li>\n<li>max_tokens\uff1a\u672c\u6b21Completion\u5141\u8bb8\u751f\u6210\u7684\u6700\u5927token\u6570\u91cf\uff0ctoken\u6570\u91cf\u548c\u5b57\u7b26\u6570\u91cf\u5b9e\u9645\u4e0a\u4e0d\u662f\u5bf9\u7b49\u7684\uff0c\u4e0d\u8fc7\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8ba4\u4e3a\u5c31\u662f\u5b57\u7b26\u6570\u91cf\u3002messages\u4e2d\u8f93\u5165\u7684token\u6570\u91cf\u548c\u751f\u6210\u7684token\u6570\u91cf\u4e0d\u80fd\u8d85\u8fc7\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6700\u5927token\u6570\u91cf\u3002<\/li>\n<li>temperature\uff1a\u751f\u6210\u65f6\u5bf9token\u8fdb\u884c\u91c7\u6837\u7684\u6e29\u5ea6\uff0c\u53d6\u503c\u8303\u56f4\u4e3a 0-2 \u7684float\uff0c\u9ed8\u8ba4\u503c\u4e3a1\u3002\u503c\u8d8a\u5c0f\u8f93\u51fa\u8d8a\u786e\u5b9a\uff0c\u503c\u8d8a\u5927\u8f93\u51fa\u8d8a\u968f\u673a\uff0c\u53ef\u80fd\u4f1a\u8df3\u51fa\u4e0a\u4e0b\u6587\u7ea6\u675f\uff0c\u751a\u81f3\u8f93\u51fa\u4e0d\u53ef\u8bfb\u7684\u4e71\u4e03\u516b\u7cdf\u5b57\u7b26\u3002<\/li>\n<li>top_p\uff1atemperature \u7684\u66ff\u4ee3\u65b9\u6cd5\uff0c\u79f0\u4e3a\u6838\u91c7\u6837\u3002\u53d6\u503c\u8303\u56f4\u4e3a 0-1 \u7684float\uff0c\u9ed8\u8ba4\u503c\u4e3a1\u3002\u6a21\u578b\u8003\u8651\u5177\u6709top_p\u6982\u7387\u8d28\u91cf\u7684\u6807\u8bb0\u7684\u7ed3\u679c\uff0c\u6bd4\u5982 0.1 \u8868\u793a\u4ec5\u8003\u8651\u6982\u7387\u6700\u5927\u7684\u524d10%\u7684token\u3002\u6ce8\u610f\u4e0d\u8981\u540c\u65f6\u66f4\u6539 temperature \u548c top_p\u3002<\/li>\n<li>frequency_penalty\uff1a\u9891\u7387\u60e9\u7f5a\uff0c\u7528\u4e8e\u964d\u4f4e\u751f\u6210\u91cd\u590dtoken\u7684\u53ef\u80fd\u6027\uff0c\u5b83\u57fa\u4e8e\u76f8\u5173token\u51fa\u73b0\u7684\u9891\u7387\u4ea7\u751f\u5f71\u54cd\u3002\u53d6\u503c\u8303\u56f4 -2.0 \u5230 2.0 \uff0c\u9ed8\u8ba4\u503c\u4e3a0\u3002\u4e00\u822c\u9650\u5236\u91cd\u590d\u65f6\u5efa\u8bae\u8bbe\u7f6e\u4e3a0.1-1\uff0c\u5f3a\u70c8\u9650\u5236\u91cd\u590d\u53ef\u8bbe\u7f6e\u4e3a2\uff0c\u4f46\u662f\u751f\u6210\u7684\u8d28\u91cf\u53ef\u80fd\u4f1a\u6bd4\u8f83\u4f4e\uff0c\u8d1f\u503c\u53ef\u7528\u4e8e\u589e\u52a0\u91cd\u590d\u3002<\/li>\n<li>presence_penalty\uff1a\u5b58\u5728\u60e9\u7f5a\uff0c\u4e5f\u662f\u7528\u4e8e\u964d\u4f4e\u751f\u6210\u91cd\u590dtoken\u7684\u53ef\u80fd\u6027\uff0c\u548c\u9891\u7387\u60e9\u7f5a\u76f8\u6bd4\uff0c\u5b83\u8ddf\u8e2a\u7684\u662f\u76f8\u5173token\u6709\u6ca1\u6709\u51fa\u73b0\u8fc7\u81f3\u5c11\u4e00\u6b21\u3002\u53d6\u503c\u8303\u56f4 -2.0 \u5230 2.0\uff0c\u9ed8\u8ba4\u503c\u4e3a0\u3002\u4e00\u822c\u9650\u5236\u91cd\u590d\u65f6\u5efa\u8bae\u8bbe\u7f6e\u4e3a0.1-1\uff0c\u5f3a\u70c8\u9650\u5236\u91cd\u590d\u53ef\u8bbe\u7f6e\u4e3a2\uff0c\u4f46\u662f\u751f\u6210\u7684\u8d28\u91cf\u53ef\u80fd\u4f1a\u6bd4\u8f83\u4f4e\uff0c\u8d1f\u503c\u53ef\u7528\u4e8e\u589e\u52a0\u91cd\u590d\u3002<\/li>\n<li>seed\uff1a\u8fd9\u4e2a\u53c2\u6570\u662f\u4e3a\u4e86\u5c3d\u53ef\u80fd\u7684\u63d0\u9ad8\u8f93\u51fa\u7684\u786e\u5b9a\u6027\u3002\u4f7f\u7528\u76f8\u540c\u7684\u79cd\u5b50\u548c\u76f8\u540c\u7684\u5176\u5b83\u53c2\u6570\uff0c\u4f1a\u5c3d\u53ef\u80fd\u7684\u8f93\u51fa\u76f8\u540c\u7684\u7ed3\u679c\u3002<\/li>\n<li>stop\uff1aGPT\u751f\u6210\u6587\u5b57\u65f6\uff0c\u9047\u5230\u8fd9\u4e9b\u5b57\u7b26\u4f1a\u505c\u6b62\u7ee7\u7eed\u751f\u6210\u3002\u6700\u591a4\u4e2a\u5b57\u7b26\u3002<\/li>\n<li>response_format\uff1a\u751f\u6210\u6587\u672c\u7684\u683c\u5f0f\u3002\u867d\u7136\u6211\u4eec\u4e5f\u53ef\u4ee5\u5728\u804a\u5929\u5185\u5bb9\u4e2d\u76f4\u63a5\u8981\u6c42\u4ee5\u67d0\u79cd\u683c\u5f0f\u8fd4\u56de\uff0c\u4f46\u662f\u8fd9\u662f\u6ca1\u6709\u4fdd\u969c\u7684\uff0c\u4e5f\u53ef\u80fd\u8fd4\u56de\u522b\u7684\u683c\u5f0f\uff0c\u4f46\u662f\u5982\u679c\u518d\u52a0\u4e0a\u8fd9\u4e2a\u53c2\u6570\uff0c\u5c31\u53ef\u4ee5\u786e\u4fdd\u751f\u6210\u5185\u5bb9\u7684\u683c\u5f0f\u4e86\u3002<\/li>\n<li>n\uff1a\u4e00\u6b21\u8fd4\u56de\u51e0\u6761\u7ed3\u679c\uff0c\u9ed8\u8ba4\u4e3a1\u3002\u4f7f\u7528\u65f6\u5efa\u8bae\u8bbe\u7f6e stream=false\uff0c\u53ef\u4ee5\u4ece choices \u4e2d\u83b7\u53d6\u591a\u6761\u7ed3\u679c\u3002<\/li>\n<li>stream\uff1a\u6d41\u5f0f\u8f93\u51fa\u4e0e\u5426\uff0c\u4e00\u822c\u90fd\u91c7\u7528\u6d41\u5f0f\u8f93\u51fa\uff0c\u770b\u7740\u6bd4\u8f83\u50cf\u771f\u4eba\u8bf4\u8bdd\u3002<\/li>\n<\/ul>\n<p>\u770b\u4e0b\u8fd9\u4e2a\u8fd0\u884c\u6548\u679c\u5427\uff1a\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/5266df2a024ea79e00829f6158aaaa75.png\" alt=\"\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u8fd0\u884c\u4f60\u7684\u7b2c\u4e00\u4e2a\u804a\u5929\u7a0b\u5e8f\" \/><\/figure>\n<\/p>\n<hr>\n<p>\u4ee5\u4e0a\u5c31\u662f\u672c\u6587\u7684\u4e3b\u8981\u5185\u5bb9\uff0cGPT\u7f16\u7a0b\u662f\u4e0d\u662f\u633a\u7b80\u5355\u7684\uff1f\uff01<\/p>\n<p>\u5982\u9700GPT\u8d26\u53f7\u3001\u5b66\u4e60\u966a\u4f34\u7fa4\u3001AI\u7f16\u7a0b\u8bad\u7ec3\u8425\uff0c\u63a8\u8350\u5173\u6ce8\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fxiaobot.net%2Fp%2Fllm-app-dev-api%3Frefer%3D2d26ec96-6434-4bac-a7bf-2674f25d5158\" target=\"_blank\" title=\"https:\/\/xiaobot.net\/p\/llm-app-dev-api?refer=2d26ec96-6434-4bac-a7bf-2674f25d5158\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1 | API 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