{"id":1559,"date":"2024-05-22T09:40:16","date_gmt":"2024-05-22T09:40:16","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1559"},"modified":"2024-05-22T09:40:57","modified_gmt":"2024-05-22T09:40:57","slug":"shengchengshirengongzhinengchuangjianliaotianyingyong","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/shengchengshirengongzhinengchuangjianliaotianyingyong.html","title":{"rendered":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528"},"content":{"rendered":"<p>\u524d\u9762\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/juejin.cn\/post\/7326746819512680458\" title=\"https:\/\/juejin.cn\/post\/7326746819512680458\" target=\"_blank\" rel=\"noopener\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fdGenerative AI\u548cLLMs\u4ecb\u7ecd<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7326989741546471451\" title=\"https:\/\/juejin.cn\/post\/7326989741546471451\" target=\"_blank\" rel=\"noopener\">\u53d1\u73b0\u548c\u6bd4\u8f83\u4e0d\u540c\u7c7b\u578b\u7684 LLMs<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7327500902109052965\" title=\"https:\/\/juejin.cn\/post\/7327500902109052965\" target=\"_blank\" rel=\"noopener\">\u6b63\u786e\u6709\u6548\u7684\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7327872156917956659\" title=\"https:\/\/juejin.cn\/post\/7327872156917956659\" target=\"_blank\" rel=\"noopener\">\u4e86\u89e3\u63d0\u793a\u5de5\u7a0b(Prompt Engineering)\u57fa\u7840\u77e5\u8bc6<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7328229830134300681\" title=\"https:\/\/juejin.cn\/post\/7328229830134300681\" target=\"_blank\" rel=\"noopener\">\u521b\u5efa\u9ad8\u7ea7\u63d0\u793a\u5de5\u7a0b(Prompt Engineering)\u7684\u6280\u5de7<\/a><\/li>\n<li><a href=\"https:\/\/juejin.cn\/post\/7328365010555748379\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/7328365010555748379\" rel=\"noopener\">\u521b\u5efa\u6587\u672c\u751f\u6210\u5e94\u7528<\/a><\/li>\n<\/ul>\n<p>\u6211\u4eec\u5df2\u7ecf\u5b66\u4e60\u4e86\u5982\u4f55\u521b\u5efa\u6587\u672c\u751f\u6210\u5e94\u7528\u7a0b\u5e8f\uff0c\u73b0\u5728\u8ba9\u6211\u4eec\u6765\u63a2\u7d22\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n<p>\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u5df2\u7ecf\u6210\u4e3a\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u4e2d\u4e0d\u53ef\u7f3a\u5c11\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u4eec\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u4e00\u79cd\u8f7b\u677e\u7684\u4ea4\u6d41\u65b9\u5f0f\uff0c\u8fd8\u627f\u62c5\u4e86\u5ba2\u6237\u670d\u52a1\u3001\u6280\u672f\u652f\u6301\u751a\u81f3\u590d\u6742\u7684\u54a8\u8be2\u7cfb\u7edf\u7684\u91cd\u8981\u89d2\u8272\u3002\u60a8\u53ef\u80fd\u5df2\u7ecf\u5728\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5f97\u5230\u8fc7\u4e00\u4e9b\u5e2e\u52a9\u3002\u968f\u7740\u6211\u4eec\u5c06\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7b49\u66f4\u5148\u8fdb\u7684\u6280\u672f\u878d\u5165\u5230\u8fd9\u4e9b\u5e73\u53f0\u4e2d\uff0c\u5b83\u4eec\u7684\u590d\u6742\u6027\u4e5f\u968f\u4e4b\u63d0\u9ad8\uff0c\u540c\u65f6\u4e5f\u5e26\u6765\u4e86\u66f4\u591a\u7684\u6311\u6218\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u89e3\u51b3\u7684\u4e00\u4e9b\u95ee\u9898\u662f\uff1a<\/p>\n<ul>\n<li><strong>\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f<\/strong> \u6211\u4eec\u5982\u4f55\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u9ad8\u6548\u5730\u6784\u5efa\u5e76\u65e0\u7f1d\u5730\u96c6\u6210\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5e94\u7528\u7a0b\u5e8f\uff1f<\/li>\n<li><strong>\u6709\u6548\u76d1\u63a7<\/strong> \u90e8\u7f72\u540e\uff0c\u6211\u4eec\u5982\u4f55\u76d1\u63a7\u5e76\u786e\u4fdd\u5e94\u7528\u7a0b\u5e8f\u5728\u529f\u80fd\u65b9\u9762\u7b26\u5408\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u7684\u516d\u5927\u539f\u5219\uff1f<\/li>\n<\/ul>\n<p>\u968f\u7740\u6211\u4eec\u8fdb\u5165\u81ea\u52a8\u5316\u548c\u65e0\u7f1d\u4eba\u673a\u4ea4\u4e92\u7684\u65b0\u65f6\u4ee3\uff0c\u4e86\u89e3\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u6539\u53d8\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u8303\u56f4\u3001\u6df1\u5ea6\u548c\u9002\u5e94\u6027\u53d8\u5f97\u975e\u5e38\u91cd\u8981\u3002\u672c\u8bfe\u7a0b\u5c06\u6df1\u5165\u63a2\u8ba8\u652f\u6301\u8fd9\u4e9b\u590d\u6742\u7cfb\u7edf\u7684\u67b6\u6784\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u7814\u7a76\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u8fdb\u884c\u5fae\u8c03\u7684\u65b9\u6cd5\uff0c\u5e76\u8bc4\u4f30\u548c\u786e\u4fdd\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u7684\u76f8\u5173\u6307\u6807\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<h1 data-id=\"heading-0\">\u5c06\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u96c6\u6210\u5230\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e2d<\/h1>\n<p>\u901a\u8fc7\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u63d0\u5347\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u76ee\u7684\u4e0d\u4ec5\u662f\u8ba9\u5b83\u4eec\u66f4\u667a\u80fd\uff0c\u4e5f\u662f\u8ba9\u5b83\u4eec\u66f4\u806a\u660e\u3002\u8fd9\u6d89\u53ca\u5230\u4f18\u5316\u5b83\u4eec\u7684\u67b6\u6784\u3001\u6027\u80fd\u548c\u7528\u6237\u754c\u9762\uff0c\u4ee5\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u7528\u6237\u4f53\u9a8c\u3002\u8fd9\u5305\u62ec\u7814\u7a76\u67b6\u6784\u57fa\u7840\u3001API \u96c6\u6210\u548c\u7528\u6237\u754c\u9762\u6ce8\u610f\u4e8b\u9879\u3002\u672c\u7ae0\u65e8\u5728\u4e3a\u60a8\u63d0\u4f9b\u4e00\u4e2a\u5168\u9762\u7684\u8def\u7ebf\u56fe\uff0c\u6307\u5bfc\u60a8\u5728\u8fd9\u4e9b\u590d\u6742\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u5bfc\u822a\uff0c\u65e0\u8bba\u60a8\u662f\u5c06\u5b83\u4eec\u5d4c\u5165\u73b0\u6709\u7cfb\u7edf\u8fd8\u662f\u5c06\u5b83\u4eec\u6784\u5efa\u4e3a\u72ec\u7acb\u5e73\u53f0\u3002<\/p>\n<p>\u5728\u5b8c\u6210\u672c\u8282\u540e\uff0c\u60a8\u5c06\u5177\u5907\u9ad8\u6548\u6784\u5efa\u548c\u96c6\u6210\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u6240\u9700\u7684\u4e13\u4e1a\u77e5\u8bc6\u3002<\/p>\n<p><strong>\u804a\u5929\u673a\u5668\u4eba\u8fd8\u662f\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\uff1f<\/strong><\/p>\n<p>\u5728\u6211\u4eec\u6df1\u5165\u6784\u5efa\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e4b\u524d\uff0c\u8ba9\u6211\u4eec\u6bd4\u8f83\u4e00\u4e0b\u201c\u4f20\u7edf\u804a\u5929\u673a\u5668\u4eba\u201d\u548c\u201c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u201d\uff0c\u5b83\u4eec\u6709\u7740\u4e0d\u540c\u7684\u89d2\u8272\u548c\u529f\u80fd\u3002\u4f20\u7edf\u804a\u5929\u673a\u5668\u4eba\u7684\u4e3b\u8981\u76ee\u7684\u662f\u81ea\u52a8\u5b8c\u6210\u7279\u5b9a\u7684\u5bf9\u8bdd\u4efb\u52a1\uff0c\u4f8b\u5982\u56de\u7b54\u5e38\u89c1\u95ee\u9898\u6216\u8ffd\u8e2a\u5305\u88f9\u3002\u5b83\u901a\u5e38\u7531\u57fa\u4e8e\u89c4\u5219\u7684\u903b\u8f91\u6216\u590d\u6742\u7684\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u63a7\u5236\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u662f\u4e00\u4e2a\u66f4\u5e7f\u6cdb\u7684\u73af\u5883\uff0c\u65e8\u5728\u4fc3\u8fdb\u5404\u79cd\u5f62\u5f0f\u7684\u6570\u5b57\u901a\u4fe1\uff0c\u4f8b\u5982\u7528\u6237\u4e4b\u95f4\u7684\u6587\u672c\u3001\u8bed\u97f3\u548c\u89c6\u9891\u804a\u5929\u3002\u5b83\u7684\u7279\u5f81\u662f\u96c6\u6210\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u6a21\u62df\u7ec6\u81f4\u7684\u4eba\u6027\u5316\u5bf9\u8bdd\uff0c\u5e76\u6839\u636e\u5404\u79cd\u8f93\u5165\u548c\u4e0a\u4e0b\u6587\u63d0\u793a\u751f\u6210\u54cd\u5e94\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u53c2\u4e0e\u5f00\u653e\u9886\u57df\u7684\u8ba8\u8bba\uff0c\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u5bf9\u8bdd\u73af\u5883\uff0c\u751a\u81f3\u751f\u6210\u521b\u9020\u6027\u6216\u590d\u6742\u7684\u5bf9\u8bdd\u3002<\/p>\n<p>\u4e0b\u8868\u603b\u7ed3\u4e86\u4e3b\u8981\u7684\u5dee\u5f02\u548c\u76f8\u4f3c\u4e4b\u5904\uff0c\u4ee5\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5b83\u4eec\u5728\u6570\u5b57\u901a\u4fe1\u4e2d\u7684\u72ec\u7279\u4f5c\u7528\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/2db8eeaac9904dae1d9fa416475f33b7.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<p><strong>\u4f7f\u7528\u6210\u719f\u7684 SDK \u548c API \u6784\u5efa\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u804a\u5929\u5e94\u7528\u7a0b\u5e8f<\/strong><\/p>\n<p>\u5728\u6784\u5efa\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u91cd\u8981\u7684\u7b2c\u4e00\u6b65\u662f\u8bc4\u4f30\u73b0\u6709\u7684\u8d44\u6e90\u3002\u4f7f\u7528 SDK \u548c API \u6784\u5efa\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u662f\u4e00\u79cd\u6709\u76ca\u7684\u7b56\u7565\uff0c\u6709\u591a\u79cd\u539f\u56e0\u3002\u901a\u8fc7\u96c6\u6210\u6210\u719f\u7684 SDK \u548c API\uff0c\u53ef\u4ee5\u6218\u7565\u6027\u5730\u5b9a\u4f4d\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u5b9e\u73b0\u957f\u671f\u7684\u6210\u529f\uff0c\u5e76\u89e3\u51b3\u53ef\u6269\u5c55\u6027\u548c\u7ef4\u62a4\u95ee\u9898\u3002<\/p>\n<ul>\n<li><strong>\u52a0\u901f\u5f00\u53d1\u8fc7\u7a0b\u5e76\u964d\u4f4e\u6210\u672c\uff1a<\/strong> \u4f9d\u8d56\u9884\u6784\u5efa\u7684\u529f\u80fd\uff0c\u800c\u4e0d\u662f\u81ea\u5df1\u6784\u5efa\u5b83\u4eec\u7684\u6602\u8d35\u8fc7\u7a0b\uff0c\u53ef\u4ee5\u8ba9\u60a8\u4e13\u6ce8\u4e8e\u60a8\u53ef\u80fd\u8ba4\u4e3a\u66f4\u91cd\u8981\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u5176\u4ed6\u65b9\u9762\uff0c\u4f8b\u5982\u4e1a\u52a1\u903b\u8f91\u3002<\/li>\n<li><strong>\u66f4\u597d\u7684\u6027\u80fd\uff1a<\/strong> \u4ece\u5934\u5f00\u59cb\u6784\u5efa\u529f\u80fd\u65f6\uff0c\u60a8\u6700\u7ec8\u4f1a\u95ee\u81ea\u5df1\u201c\u5b83\u80fd\u5426\u6269\u5c55\uff1f\u8fd9\u4e2a\u5e94\u7528\u7a0b\u5e8f\u80fd\u5426\u5904\u7406\u7a81\u7136\u6d8c\u5165\u7684\u7528\u6237\uff1f\u201d\u7ef4\u62a4\u826f\u597d\u7684 SDK \u548c API \u901a\u5e38\u9488\u5bf9\u8fd9\u4e9b\u95ee\u9898\u5185\u7f6e\u4e86\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<li><strong>\u66f4\u5bb9\u6613\u7ef4\u62a4\uff1a<\/strong> \u66f4\u65b0\u548c\u6539\u8fdb\u66f4\u5bb9\u6613\u7ba1\u7406\uff0c\u56e0\u4e3a\u5927\u591a\u6570 API \u548c SDK \u53ea\u9700\u8981\u5728\u53d1\u5e03\u65b0\u7248\u672c\u65f6\u66f4\u65b0\u5e93\u3002<\/li>\n<li><strong>\u83b7\u53d6\u5c16\u7aef\u6280\u672f\uff1a<\/strong> \u5229\u7528\u7ecf\u8fc7\u5fae\u8c03\u548c\u5728\u5927\u91cf\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u4e3a\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>\u8bbf\u95ee SDK \u6216 API \u7684\u529f\u80fd\u901a\u5e38\u6d89\u53ca\u83b7\u53d6\u4f7f\u7528\u6240\u63d0\u4f9b\u670d\u52a1\u7684\u8bb8\u53ef\uff0c\u8fd9\u901a\u5e38\u662f\u901a\u8fc7\u4f7f\u7528\u552f\u4e00\u7684 key \u6216\u8eab\u4efd\u9a8c\u8bc1 token \u6765\u5b9e\u73b0\u7684\u3002\u6211\u4eec\u5c06\u4f7f\u7528 OpenAI Python library \u6765\u63a2\u7d22\u5b83\u7684\u6837\u5b50\u3002\u60a8\u4e5f\u53ef\u4ee5\u5728\u672c\u7ae0\u7684 notebook \u4e2d\u81ea\u5df1\u5c1d\u8bd5\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\">import os<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">import openai<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-attr\">openai.api_key<\/span> = os.getenv(<span class=\"hljs-string\">\"OPENAI_API_KEY\"<\/span>)<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-attr\">chat_completion<\/span> = openai.ChatCompletion.create(model=<span class=\"hljs-string\">\"gpt-3.5-turbo\"<\/span>, messages=[{<span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>, <span class=\"hljs-string\">\"content\"<\/span>: <span class=\"hljs-string\">\"Suggest two titles for an instructional lesson on chat applications for generative AI.\"<\/span>}])<\/span>\n<\/code><\/pre>\n<p>\u4e0a\u9762\u7684\u793a\u4f8b\u4f7f\u7528 GPT-3.5 Turbo \u6a21\u578b\u6765\u5b8c\u6210\u63d0\u793a\uff0c\u4f46\u8bf7\u6ce8\u610f\uff0cAPI key \u662f\u5728\u6267\u884c\u6b64\u64cd\u4f5c\u4e4b\u524d\u8bbe\u7f6e\u7684\u3002\u5982\u679c\u6ca1\u6709\u8bbe\u7f6e key\uff0c\u60a8\u5c06\u6536\u5230\u4ee5\u4e0b\u9519\u8bef\u3002<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">vbnet<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-vbnet code-block-extension-codeShowNum\" lang=\"vbnet\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-symbol\">AuthenticationError:<\/span> No API <span class=\"hljs-keyword\">key<\/span> provided. You can <span class=\"hljs-keyword\">set<\/span> your API <span class=\"hljs-keyword\">key<\/span> <span class=\"hljs-keyword\">in<\/span> code <span class=\"hljs-keyword\">using<\/span> <span class=\"hljs-comment\">'openai.api_key = &lt;API-KEY&gt;', or you can set the environment variable OPENAI_API_KEY=&lt;API-KEY&gt;). If your API key is stored in a file, you can point the openai module at it with 'openai.api_key_path = &lt;PATH&gt;'. You can generate API keys in the OpenAI web interface. See https:\/\/platform.openai.com\/account\/api-keys for details.<\/span><\/span>\n<\/code><\/pre>\n<h1 data-id=\"heading-1\">\u7528\u6237\u4f53\u9a8c\uff08UX\uff09<\/h1>\n<p>\u4e00\u822c\u7684\u7528\u6237\u4f53\u9a8c\u539f\u5219\u9002\u7528\u4e8e\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\uff0c\u4f46\u7531\u4e8e\u6d89\u53ca\u673a\u5668\u5b66\u4e60\u7ec4\u4ef6\uff0c\u8fd9\u91cc\u6709\u4e00\u4e9b\u989d\u5916\u7684\u8003\u8651\u56e0\u7d20\uff0c\u8fd9\u5c31\u53d8\u5f97\u7279\u522b\u91cd\u8981\u3002<\/p>\n<ul>\n<li><strong>\u89e3\u51b3\u6a21\u7cca\u6027\u7684\u673a\u5236<\/strong>\uff1a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u6709\u65f6\u4f1a\u751f\u6210\u6a21\u7cca\u7684\u7b54\u6848\u3002\u5982\u679c\u7528\u6237\u9047\u5230\u8fd9\u4e2a\u95ee\u9898\uff0c\u5141\u8bb8\u7528\u6237\u8bf7\u6c42\u6f84\u6e05\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u4fdd\u7559\uff1a<\/strong> \u5148\u8fdb\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u80fd\u591f\u8bb0\u4f4f\u5bf9\u8bdd\u4e2d\u7684\u4e0a\u4e0b\u6587\uff0c\u8fd9\u53ef\u80fd\u662f\u7528\u6237\u4f53\u9a8c\u7684\u5fc5\u8981\u6761\u4ef6\u3002\u8d4b\u4e88\u7528\u6237\u63a7\u5236\u548c\u7ba1\u7406\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\u53ef\u4ee5\u6539\u5584\u7528\u6237\u4f53\u9a8c\uff0c\u4f46\u4e5f\u4f1a\u5e26\u6765\u4fdd\u7559\u654f\u611f\u7528\u6237\u4fe1\u606f\u7684\u98ce\u9669\u3002\u8003\u8651\u8fd9\u4e9b\u4fe1\u606f\u7684\u5b58\u50a8\u65f6\u95f4\uff08\u4f8b\u5982\u5f15\u5165\u4fdd\u7559\u7b56\u7565\uff09\u53ef\u4ee5\u5e73\u8861\u4e0a\u4e0b\u6587\u9700\u6c42\u548c\u9690\u79c1\u3002<\/li>\n<li><strong>\u4e2a\u6027\u5316\uff1a<\/strong> \u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5177\u6709\u5b66\u4e60\u548c\u9002\u5e94\u80fd\u529b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u4f53\u9a8c\u3002\u901a\u8fc7\u7528\u6237\u4e2a\u4eba\u8d44\u6599\u7b49\u529f\u80fd\u5b9a\u5236\u7528\u6237\u4f53\u9a8c\uff0c\u4e0d\u4ec5\u8ba9\u7528\u6237\u611f\u5230\u4eb2\u5207\uff0c\u800c\u4e14\u8fd8\u6709\u52a9\u4e8e\u4ed6\u4eec\u5f97\u5230\u7279\u5b9a\u7b54\u6848\uff0c\u521b\u9020\u66f4\u9ad8\u6548\u3001\u4ee4\u4eba\u6ee1\u610f\u7684\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<p>\u4e2a\u6027\u5316\u7684\u4e00\u4e2a\u4f8b\u5b50\u662f OpenAI \u7684 ChatGPT \u4e2d\u7684\u201c\u81ea\u5b9a\u4e49\u6307\u4ee4\u201d\u8bbe\u7f6e\u3002\u5b83\u5141\u8bb8\u60a8\u63d0\u4f9b\u6709\u5173\u60a8\u81ea\u5df1\u7684\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u80fd\u662f\u60a8\u7684\u63d0\u793a\u7684\u91cd\u8981\u80cc\u666f\u3002 \u4ee5\u4e0b\u662f\u81ea\u5b9a\u4e49\u6307\u4ee4\u7684\u793a\u4f8b\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/865e4ab0e280cb6276c45e287435ba76.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<p>\u201c\u914d\u7f6e\u6587\u4ef6\u201d\u63d0\u793a ChatGPT \u5728\u94fe\u63a5\u5217\u8868\u4e0a\u521b\u5efa\u8bfe\u7a0b\u8ba1\u5212\u3002 \u8bf7\u6ce8\u610f\uff0cChatGPT \u53ef\u4ee5\u6309\u7167\u7528\u6237\u7684\u7279\u70b9\u83b7\u5f97\u66f4\u6df1\u5165\u7684\u8bfe\u7a0b\u8ba1\u5212\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/09380427f02cdcf1bc0d261f9f83a472.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<p><strong>\u5fae\u8f6f\u7684 LLMs \u7cfb\u7edf\u6d88\u606f\u6846\u67b6<\/strong><\/p>\n<p>\u5fae\u8f6f\u6307\u5357 \u7528\u4e8e\u5728 LLM \u751f\u6210\u54cd\u5e94\u65f6\u7f16\u5199\u6709\u6548\u7684\u7cfb\u7edf\u6d88\u606f\uff0c\u5206\u4e3a\u56db\u4e2a\u90e8\u5206\uff1a<\/p>\n<ul>\n<li>\u5b9a\u4e49\u6a21\u578b\u7684\u76ee\u6807\u7528\u6237\u4ee5\u53ca\u5176\u529f\u80fd\u548c\u9650\u5236\u3002<\/li>\n<li>\u5b9a\u4e49\u6a21\u578b\u7684\u8f93\u51fa\u683c\u5f0f\u3002<\/li>\n<li>\u63d0\u4f9b\u5c55\u793a\u6a21\u578b\u671f\u671b\u884c\u4e3a\u7684\u5177\u4f53\u793a\u4f8b\u3002<\/li>\n<li>\u63d0\u4f9b\u989d\u5916\u7684\u884c\u4e3a\u4fdd\u62a4\u3002<\/li>\n<\/ul>\n<p><strong>\u8f85\u52a9\u529f\u80fd<\/strong><\/p>\n<p>\u65e0\u8bba\u7528\u6237\u662f\u5426\u6709\u89c6\u89c9\u3001\u542c\u89c9\u3001\u8fd0\u52a8\u6216\u8ba4\u77e5\u969c\u788d\uff0c\u8bbe\u8ba1\u826f\u597d\u7684\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u90fd\u5e94\u8be5\u5bf9\u6240\u6709\u4eba\u5f00\u653e\u3002\u4ee5\u4e0b\u5217\u8868\u8be6\u7ec6\u5217\u51fa\u4e86\u65e8\u5728\u589e\u5f3a\u5404\u79cd\u7528\u6237\u969c\u788d\u7684\u53ef\u8bbf\u95ee\u6027\u7684\u7279\u5b9a\u529f\u80fd\u3002<\/p>\n<ul>\n<li>\u9488\u5bf9\u89c6\u89c9\u969c\u788d\u7684\u529f\u80fd\uff1a\u9ad8\u5bf9\u6bd4\u5ea6\u4e3b\u9898\u548c\u53ef\u8c03\u6574\u5927\u5c0f\u7684\u6587\u672c\u3001\u5c4f\u5e55\u9605\u8bfb\u5668\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u9488\u5bf9\u542c\u89c9\u969c\u788d\u7684\u529f\u80fd\uff1a\u6587\u672c\u8f6c\u8bed\u97f3\u548c\u8bed\u97f3\u8f6c\u6587\u672c\u529f\u80fd\u3001\u97f3\u9891\u901a\u77e5\u7684\u89c6\u89c9\u63d0\u793a\u3002<\/li>\n<li>\u9488\u5bf9\u8fd0\u52a8\u969c\u788d\u7684\u529f\u80fd\uff1a\u952e\u76d8\u5bfc\u822a\u652f\u6301\u3001\u8bed\u97f3\u547d\u4ee4\u3002<\/li>\n<li>\u8ba4\u77e5\u969c\u788d\u529f\u80fd\uff1a\u7b80\u5316\u7684\u8bed\u8a00\u9009\u9879\u3002<\/li>\n<\/ul>\n<h1 data-id=\"heading-2\">\u7279\u5b9a\u9886\u57df\u8bed\u8a00\u6a21\u578b\u7684\u5b9a\u5236\u548c\u5fae\u8c03<\/h1>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u4e00\u4e2a\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u7406\u89e3\u60a8\u516c\u53f8\u7684\u884c\u8bdd\u5e76\u9884\u6d4b\u5176\u7528\u6237\u7fa4\u901a\u5e38\u6709\u7684\u7279\u5b9a\u67e5\u8be2\u3002\u6709\u51e0\u79cd\u65b9\u6cd5\u503c\u5f97\u4e00\u63d0\uff1a<\/p>\n<ul>\n<li>\u5229\u7528 DSL \u6a21\u578b\u3002DSL \u4ee3\u8868\u9886\u57df\u7279\u5b9a\u8bed\u8a00\u3002\u60a8\u53ef\u4ee5\u5229\u7528\u5728\u7279\u5b9a\u9886\u57df\u8bad\u7ec3\u7684\u6240\u8c13 DSL \u6a21\u578b\u6765\u4e86\u89e3\u5176\u6982\u5ff5\u548c\u573a\u666f\u3002<\/li>\n<li>\u5e94\u7528\u5fae\u8c03\u3002\u5fae\u8c03\u662f\u4f7f\u7528\u7279\u5b9a\u6570\u636e\u8fdb\u4e00\u6b65\u8bad\u7ec3\u6a21\u578b\u7684\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n<h1 data-id=\"heading-3\">\u5b9a\u5236\uff1a\u4f7f\u7528 DSL<\/h1>\n<p>\u5229\u7528\u7279\u5b9a\u4e8e\u9886\u57df\u7684\u8bed\u8a00\u6a21\u578b\uff08DSL \u6a21\u578b\uff09\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u4e13\u95e8\u7684\u3001\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u4ea4\u4e92\u6765\u589e\u5f3a\u7528\u6237\u53c2\u4e0e\u5ea6\u3002\u5b83\u662f\u4e00\u4e2a\u7ecf\u8fc7\u8bad\u7ec3\u6216\u5fae\u8c03\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u7406\u89e3\u548c\u751f\u6210\u4e0e\u7279\u5b9a\u9886\u57df\u3001\u884c\u4e1a\u6216\u4e3b\u9898\u76f8\u5173\u7684\u6587\u672c\u3002\u4f7f\u7528 DSL \u6a21\u578b\u7684\u9009\u9879\u591a\u79cd\u591a\u6837\uff0c\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u5230\u901a\u8fc7 SDK \u548c API \u4f7f\u7528\u9884\u5148\u5b58\u5728\u7684\u6a21\u578b\u3002\u53e6\u4e00\u79cd\u9009\u62e9\u662f\u5fae\u8c03\uff0c\u5176\u4e2d\u6d89\u53ca\u91c7\u7528\u73b0\u6709\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u5e76\u5c06\u5176\u9002\u5e94\u7279\u5b9a\u9886\u57df\u3002<\/p>\n<h1 data-id=\"heading-4\">\u5b9a\u5236\uff1a\u5e94\u7528\u5fae\u8c03<\/h1>\n<p>\u5f53\u9884\u8bad\u7ec3\u6a21\u578b\u5728\u4e13\u95e8\u9886\u57df\u6216\u7279\u5b9a\u4efb\u52a1\u4e2d\u8fbe\u4e0d\u5230\u8981\u6c42\u65f6\uff0c\u901a\u5e38\u4f1a\u8003\u8651\u5fae\u8c03\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u533b\u7597\u67e5\u8be2\u5f88\u590d\u6742\u5e76\u4e14\u9700\u8981\u5927\u91cf\u4e0a\u4e0b\u6587\u3002\u5f53\u533b\u7597\u4e13\u4e1a\u4eba\u5458\u8bca\u65ad\u60a3\u8005\u65f6\uff0c\u5b83\u4f1a\u57fa\u4e8e\u591a\u79cd\u56e0\u7d20\uff0c\u4f8b\u5982\u751f\u6d3b\u65b9\u5f0f\u6216\u65e2\u5f80\u75c5\u53f2\uff0c\u751a\u81f3\u53ef\u80fd\u4f9d\u8d56\u6700\u8fd1\u7684\u533b\u5b66\u671f\u520a\u6765\u9a8c\u8bc1\u4ed6\u4eec\u7684\u8bca\u65ad\u3002\u5728\u8fd9\u79cd\u5fae\u5999\u7684\u573a\u666f\u4e2d\uff0c\u901a\u7528\u7684\u4eba\u5de5\u667a\u80fd\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e0d\u53ef\u80fd\u6210\u4e3a\u53ef\u9760\u7684\u6765\u6e90\u3002<\/p>\n<p><strong>\u573a\u666f\uff1a\u533b\u7597\u5e94\u7528<\/strong><\/p>\n<p>\u8003\u8651\u4e00\u4e2a\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\uff0c\u65e8\u5728\u901a\u8fc7\u63d0\u4f9b\u6cbb\u7597\u6307\u5357\u3001\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u6216\u6700\u65b0\u7814\u7a76\u7ed3\u679c\u7684\u5feb\u901f\u53c2\u8003\u6765\u5e2e\u52a9\u533b\u751f\u3002<\/p>\n<p>\u901a\u7528\u6a21\u578b\u53ef\u80fd\u8db3\u4ee5\u56de\u7b54\u57fa\u672c\u7684\u533b\u5b66\u95ee\u9898\u6216\u63d0\u4f9b\u4e00\u822c\u5efa\u8bae\uff0c\u4f46\u53ef\u80fd\u4f1a\u9047\u5230\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u9ad8\u5ea6\u5177\u4f53\u6216\u590d\u6742\u7684\u6848\u4f8b\u3002\u4f8b\u5982\uff0c\u795e\u7ecf\u79d1\u533b\u751f\u53ef\u80fd\u4f1a\u8be2\u95ee\u5e94\u7528\u7a0b\u5e8f\uff1a\u201c\u76ee\u524d\u6cbb\u7597\u513f\u79d1\u60a3\u8005\u8010\u836f\u6027\u766b\u75eb\u7684\u6700\u4f73\u5b9e\u8df5\u662f\u4ec0\u4e48\uff1f\u201d<\/li>\n<li>\u7f3a\u4e4f\u6700\u65b0\u8fdb\u5c55\u3002\u901a\u7528\u6a21\u578b\u53ef\u80fd\u5f88\u96be\u63d0\u4f9b\u5305\u542b\u795e\u7ecf\u5b66\u548c\u836f\u7406\u5b66\u6700\u65b0\u8fdb\u5c55\u7684\u5f53\u524d\u7b54\u6848\u3002<\/li>\n<\/ul>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u4e13\u95e8\u7684\u533b\u7597\u6570\u636e\u96c6\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u5176\u66f4\u51c6\u786e\u3001\u66f4\u53ef\u9760\u5730\u5904\u7406\u8fd9\u4e9b\u590d\u6742\u7684\u533b\u7597\u67e5\u8be2\u7684\u80fd\u529b\u3002\u8fd9\u9700\u8981\u8bbf\u95ee\u5927\u578b\u4e14\u76f8\u5173\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u4e9b\u6570\u636e\u96c6\u4ee3\u8868\u4e86\u9700\u8981\u89e3\u51b3\u7684\u7279\u5b9a\u9886\u57df\u7684\u6311\u6218\u548c\u95ee\u9898\u3002<\/p>\n<h1 data-id=\"heading-5\">\u9ad8\u8d28\u91cf AI \u9a71\u52a8\u7684\u804a\u5929\u4f53\u9a8c\u7684\u6ce8\u610f\u4e8b\u9879<\/h1>\n<p>\u672c\u8282\u6982\u8ff0\u4e86\u201c\u9ad8\u8d28\u91cf\u201d\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u7684\u6807\u51c6\uff0c\u5176\u4e2d\u5305\u62ec\u6355\u83b7\u53ef\u64cd\u4f5c\u7684\u6307\u6807\u4ee5\u53ca\u9075\u5b88\u8d1f\u8d23\u4efb\u5730\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6846\u67b6\u3002<\/p>\n<p><strong>\u5173\u952e\u6307\u6807<\/strong><\/p>\n<p>\u4e3a\u4e86\u4fdd\u6301\u5e94\u7528\u7a0b\u5e8f\u7684\u9ad8\u8d28\u91cf\u6027\u80fd\uff0c\u8ddf\u8e2a\u5173\u952e\u6307\u6807\u548c\u6ce8\u610f\u4e8b\u9879\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u4e9b\u6d4b\u91cf\u4e0d\u4ec5\u53ef\u4ee5\u786e\u4fdd\u5e94\u7528\u7a0b\u5e8f\u7684\u529f\u80fd\uff0c\u8fd8\u53ef\u4ee5\u8bc4\u4f30\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c\u7528\u6237\u4f53\u9a8c\u7684\u8d28\u91cf\u3002\u4e0b\u9762\u7684\u5217\u8868\u6db5\u76d6\u4e86\u9700\u8981\u8003\u8651\u7684\u57fa\u672c\u3001\u4eba\u5de5\u667a\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u6307\u6807\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/2f02ffc7d743ea9bab2bb62a4e5db1b3.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<p>\u5728\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5b9e\u65bd\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u5b9e\u8df5<\/p>\n<p>Microsoft \u7684 Responsible AI \u65b9\u6cd5\u786e\u5b9a\u4e86\u6307\u5bfc AI \u5f00\u53d1\u548c\u4f7f\u7528\u7684\u516d\u9879\u539f\u5219\u3002\u4ee5\u4e0b\u662f\u804a\u5929\u5f00\u53d1\u4eba\u5458\u5e94\u8be5\u8003\u8651\u7684\u539f\u5219\u3001\u5b9a\u4e49\u4ee5\u53ca\u804a\u5929\u5f00\u53d1\u4eba\u5458\u5e94\u8be5\u8003\u8651\u7684\u4e8b\u9879\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u4ed6\u4eec\u5e94\u8be5\u8ba4\u771f\u5bf9\u5f85\u5b83\u4eec\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/50dbd15643995fc14d6f16822eb9b5f8.png\" alt=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u521b\u5efa\u804a\u5929\u5e94\u7528\" \/><\/figure>\n<a href=\"https:\/\/link.juejin.cn?target=\" title=\"\" ref=\"nofollow noopener noreferrer\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u5df2\u7ecf\u6210\u4e3a\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u4e2d\u4e0d\u53ef\u7f3a\u5c11\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u4eec\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u4e00\u79cd\u8f7b\u677e\u7684\u4ea4\u6d41\u65b9\u5f0f\uff0c\u8fd8\u627f\u62c5\u4e86\u5ba2\u6237\u670d\u52a1\u3001\u6280\u672f\u652f\u6301\u751a\u81f3\u590d\u6742\u7684\u54a8\u8be2\u7cfb\u7edf\u7684\u91cd\u8981\u89d2\u8272\u3002\u60a8\u53ef\u80fd\u5df2\u7ecf\u5728\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5f97\u5230\u8fc7\u4e00\u4e9b\u5e2e\u52a9\u3002<\/p>\n","protected":false},"author":1,"featured_media":11126,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1559","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1559","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=1559"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1559\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11126"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1559"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}