{"id":1235,"date":"2024-04-27T23:31:33","date_gmt":"2024-04-27T23:31:33","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1235"},"modified":"2024-04-27T23:32:24","modified_gmt":"2024-04-27T23:32:24","slug":"baoganyiwanshangwozongjiele2023nianchengxuyuanbixuedepromptengineeringgaogangganjishu","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/baoganyiwanshangwozongjiele2023nianchengxuyuanbixuedepromptengineeringgaogangganjishu.html","title":{"rendered":"\u7206\u809d\u4e00\u665a\u4e0a\uff0c\u6211\u603b\u7ed3\u4e86 2023 \u5e74\u7a0b\u5e8f\u5458\u5fc5\u5b66\u7684 Prompt Engineering \u9ad8\u6760\u6746\u6280\u672f\uff01"},"content":{"rendered":"<h2 data-id=\"heading-0\">\u524d\u8a00<\/h2>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u300c\u5468\u4e09\u4e0dCoding\u300d\u3002<\/p>\n<p>\u4f17\u6240\u5468\u77e5\uff0c\u7a0b\u5e8f\u5458\u4e0d\u80fd\u5931\u53bb ChatGPT\uff0c\u5c31\u50cf\u897f\u65b9\u4e0d\u80fd\u5931\u53bb\u8036\u8def\u6492\u51b7\u3002<\/p>\n<p>ChatGPT \u7684\u7206\u706b\u4e5f\u4f7f\u5f97 Prompt Engineering \u8fd9\u95e8\u6280\u672f\u4e3a\u4f17\u4eba\u719f\u77e5\u3002<\/p>\n<p>\u77ed\u671f\u6765\u770b\uff0cPrompt Engineering \u662f\u4e00\u95e8\u9ad8\u6760\u6746\u6280\u672f\uff0c\u975e\u5e38\u503c\u5f97\u5b66\u4e60\u751a\u81f3\u53ef\u4ee5\u8bf4\u662f\u7a0b\u5e8f\u5458\u5fc5\u5b66\u7684\u6280\u672f\u3002<\/p>\n<blockquote>\n<p>\u9ad8\u6280\u672f\u6760\u6746\uff1a\u4e00\u79cd\u57fa\u4e8e\u6760\u6746\u6548\u5e94\u7684\u5546\u4e1a\u6a21\u5f0f\u6216\u91d1\u878d\u7b56\u7565\uff0c\u901a\u8fc7\u4ee5\u76f8\u5bf9\u8f83\u5c0f\u7684\u6210\u672c\u6216\u8d44\u6e90\u6765\u64cd\u4f5c\u5b9e\u73b0\u9ad8\u56de\u62a5\uff0c\u901a\u5e38\u901a\u8fc7\u6280\u672f\u3001\u6570\u636e\u5206\u6790\u548c\u81ea\u52a8\u5316\u7b49\u624b\u6bb5\u6765\u63d0\u9ad8\u6548\u7387\u3001\u964d\u4f4e\u6210\u672c\u3001\u521b\u9020\u4ef7\u503c\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u6760\u6746\u6548\u5e94\u3002<\/p>\n<\/blockquote>\n<p>\u4eca\u5929\uff0c\u6211\u4f1a\u4ee5\u6700\u901a\u4fd7\u6613\u61c2\u7684\u65b9\u5f0f\u8be6\u7ec6\u8bb2\u89e3\u4e00\u4e0b\u4ec0\u4e48\u662f Prompt Engineering \u4ee5\u53ca\u5b83\u7684\u7ec6\u8282\u4f7f\u7528\u6280\u5de7\u3001\u4f7f\u7528\u6846\u67b6\u3002\u5e76\u4e14\uff0c\u5728\u6bcf\u4e2a\u90e8\u5206\uff0c\u6211\u90fd\u4f1a\u7ed9\u51fa\u76f8\u5e94\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u975e\u5e38\u7b80\u5355\uff0c\u76f8\u4fe1\u5927\u5bb6\u90fd\u53ef\u4ee5\u5b66\u4f1a\uff01<\/p>\n<h2 data-id=\"heading-1\">\u4ec0\u4e48\u662f Prompt Engineering\uff1f<\/h2>\n<p>Prompt \u7b80\u5355\u7406\u89e3\u5c31\u662f\u7ed9 ChatGPT \u7b49 AI \u6a21\u578b\u7684\u6307\u4ee4\uff0c\u8fd9\u4e2a\u6307\u4ee4\u53ef\u4ee5\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u95ee\u9898\u3001\u4e00\u6bb5\u6750\u6599\u3001\u4e00\u6bb5\u4ee3\u7801\u3002\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u4e5f\u53ef\u80fd\u662f\u51e0\u5f20\u56fe\u7247\u3001\u4e00\u6bb5\u8bed\u97f3\u3001\u4e00\u6bb5\u89c6\u9891\u3002AI \u6a21\u578b\u4f1a\u57fa\u4e8e\u6b64\uff0c\u751f\u6210\u76f8\u5bf9\u5e94\u7684\u56de\u590d\u3002<\/p>\n<p>\u800c Prompt Engineering \u5219\u662f<strong>\u901a\u8fc7\u8bbe\u8ba1\u548c\u6539\u8fdb Prompt \u6765\u6539\u5584 AI \u6a21\u578b\u7684\u5177\u4f53\u8868\u73b0<\/strong>\u3002<\/p>\n<p>\u6253\u4e2a\u6bd4\u65b9\uff0c\u6211\u4eec\u53ef\u4ee5\u628a ChatGPT \u6216 GPT-4 \u770b\u4f5c\u4e00\u4e2a\u4e0a\u9650\u5f88\u9ad8\u3001\u4e0b\u9650\u5f88\u4f4e\u7684\u77db\u76fe\u4f53\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u548c\u5b83\u76f4\u6765\u76f4\u53bb\u5730\u5bf9\u8bdd\u800c\u4e0d\u8fdb\u884c\u76f8\u5e94\u7684\u5f15\u5bfc\u548c\u63d0\u793a\uff0c\u90a3\u4e48\u5b83\u53ef\u80fd\u5c31\u5982\u540c\u4eba\u5de5\u667a\u969c\u4e00\u822c\u3002\u4f46\u662f\u5982\u679c\u6211\u4eec\u5b66\u4f1a\u4e86 Prompt Engineering \u76f8\u5173\u7684\u6280\u5de7\uff0c\u4fbf\u53ef\u4ee5\u5bf9 ChatGPT \u638c\u63a7\u81ea\u5982\uff0c\u5b9e\u73b0\u8fdc\u8d85\u9884\u671f\u7684\u6548\u679c\uff0c\u7ffb\u500d\u63d0\u5347\u539f\u6709\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u5b66\u4e60 PE \u7684\u6700\u7ec8\u76ee\u7684\uff01<\/p>\n<blockquote>\n<p>PE \u5728\u77ed\u671f\u5185\u662f\u4e00\u95e8\u9ad8\u6760\u6746\u7684\u6280\u672f\uff0c\u4f46\u662f\u957f\u671f\u6765\u770b\u6781\u6709\u53ef\u80fd\u88ab\u6dd8\u6c70\u3002<\/p>\n<p>\u6240\u4ee5\u8bf4\uff0c\u65e9\u5b66\u65e9\u4eab\u53d7\u8fd9\u95e8\u9ad8\u6760\u6746\u6280\u672f\u6240\u5e26\u6765\u7684\u7ea2\u5229\uff01<\/p>\n<\/blockquote>\n<h2 data-id=\"heading-2\">PE \u4f7f\u7528\u6280\u5de7<\/h2>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8be6\u7ec6\u4ecb\u7ecd\u4e00\u4e0b\u5982\u4e0b 6 \u79cd Prompt Engineering \u4f7f\u7528\u6280\u5de7\uff5e<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/dd92b72c8273e43b8f0dbcbdbc1e19a5.png\" alt=\"1.png\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-3\">\u57fa\u4e8e\u89d2\u8272\u7684\u63d0\u793a Role Prompting<\/h3>\n<p>\u5982\u679c\u5927\u5bb6\u770b\u8fc7\u6211 GPT Terminal \u4e13\u680f\u7684\u8bdd\uff0c\u4e00\u5b9a\u4e0d\u4f1a\u5bf9 GPT \u89d2\u8272\u611f\u5230\u964c\u751f\u3002<\/p>\n<p>\u8fd9\u4e2a\u6280\u5de7\u5176\u5b9e\u975e\u5e38\u7b80\u5355\uff0c\u5f53\u6211\u4eec\u4e0e GPT \u8fdb\u884c\u6b63\u5f0f\u5bf9\u8bdd\u4e4b\u524d\uff0c\u5148\u7ed9\u5b83\u9884\u8bbe\u503c\u4e00\u4e2a\u89d2\u8272\uff0c\u4e5f\u5c31\u662f\u9650\u5b9a\u5b83\u7684\u300c\u4e0a\u4e0b\u6587\u300d\u3002\u5728\u8fd9\u4e2a\u89d2\u8272\u5185\u5bb9\u4e2d\uff0c\u89c4\u5b9a\u5b83\u8be5\u600e\u4e48\u505a\u3001\u80fd\u505a\u4ec0\u4e48\u3001\u4e0d\u80fd\u505a\u4ec0\u4e48\u3002<\/p>\n<p>\u4e0b\u9762\u4e3e\u4e00\u4e2a \ud83c\udf30\uff0c\u6211\u4eec\u7ed9 GPT \u9884\u8bbe\u7f6e\u4e00\u4e2a Ikun \u7684\u89d2\u8272\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/43b7afd96816579dbea9ee9b8312e73c.png\" alt=\"2.png\" \/><\/figure>\n<\/p>\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u5b83\u7684\u4e0a\u4e0b\u6587\u5c31\u5c40\u9650\u4e86\u5f88\u591a\uff0c\u56e0\u6b64\u6211\u4eec\u4e5f\u66f4\u52a0\u80fd\u591f\u5f97\u5230\u6211\u4eec\u60f3\u8981\u7684\u7ed3\u679c\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/e792cfdbab59d04185c854a283b29687.png\" alt=\"3.png\" \/><\/figure>\n<\/p>\n<p>\u6d3b\u513f\u6574\u5b8c\u4e86\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u5177\u4f53\u770b\u770b Role Prompting \u5bf9\u4e8e\u6211\u4eec\u65e5\u5e38\u5f00\u53d1\u6709\u4ec0\u4e48\u7528\u5462\uff1f<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/92695bfa76c2c1c0a18cdd55dafab483.png\" alt=\"4.png\" \/><\/figure>\n<\/p>\n<p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9884\u8bbe GPT \u4e3a\u4e00\u4e2a Linux \u547d\u4ee4\u7ffb\u8bd1\u52a9\u624b\uff0c\u6211\u4eec\u8f93\u5165\u81ea\u7136\u8bed\u8a00\uff0c\u5b83\u5c06\u5176\u8f6c\u4e3a\u5177\u4f53\u7684 Linux \u547d\u4ee4\u3002\u5988\u5988\u4ee5\u540e\u518d\u4e5f\u4e0d\u7528\u62c5\u5fc3\u6211\u5fd8\u8bb0 Linux \u547d\u4ee4\u4e86\uff01<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u9884\u8bbe SQL \u7ffb\u8bd1\u3001\u4e2d\u82f1\u6587\u4e92\u8bd1\u52a9\u624b\uff0c\u901a\u8fc7\u590d\u7528\u89d2\u8272\u7684\u5f62\u5f0f\uff0c\u5927\u5927\u51cf\u5c11\u4e86\u6211\u4eec\u6bcf\u6b21\u4e0e GPT \u6c9f\u901a\u7684\u6210\u672c\u3002<\/p>\n<blockquote>\n<p>\u8fd9\u6709\u70b9\u7c7b\u4f3c\u4e8e\u6211\u4eec\u65e5\u5e38\u5f00\u53d1\u4e2d\u5c06\u901a\u7528\u4ee3\u7801\u8fdb\u884c\u62bd\u8c61\uff0c\u9632\u6b62\u91cd\u590d\u9020\u8f6e\u5b50\uff5e<\/p>\n<\/blockquote>\n<h3 data-id=\"heading-4\">\u96f6\u6837\u672c\u63d0\u793a Zero-Shot Prompting<\/h3>\n<p>\u8fd9\u662f\u4e00\u79cd\u6700\u76f4\u63a5\u7684 Prompt\uff0c\u4e0d\u7ed9 GPT \u63d0\u4f9b\u4efb\u4f55\u793a\u8303\u3001\u6837\u672c\u6570\u636e\u6216\u4e0a\u4e0b\u6587\uff0c\u76f4\u63a5\u8ba9\u5176\u6267\u884c\u5bf9\u5e94\u7684\u4efb\u52a1\u6216\u56de\u7b54\u5bf9\u5e94\u7684\u95ee\u9898\u3002<\/p>\n<p>\u7ecf\u8fc7\u5927\u91cf\u8bad\u7ec3\u7684 LLM \u5927\u6a21\u578b\u5176\u5b9e\u662f\u53ef\u4ee5\u5b8c\u6210\u8fd9\u79cd\u5de5\u4f5c\uff0c\u4f46\u662f\u6548\u679c\u5e76\u4e0d\u4e00\u5b9a\u597d\u3002<\/p>\n<p>\u4e3e\u4e2a \ud83c\udf30\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/4e24bf08b3140ee82104e6ea9255bfef.png\" alt=\"5.png\" \/><\/figure>\n<\/p>\n<p>\u82e5\u8be5\u77e5\u8bc6\u5b58\u5728\u4e8e GPT \u5bf9\u5e94\u7684\u8bad\u7ec3\u6570\u636e\u5e93\u65f6\uff0c\u5b83\u80fd\u591f\u7ed9\u51fa\u6b63\u786e\u7684\u56de\u7b54\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4e0d\u4f1a\u7ed9\u51fa\u9884\u671f\u7684\u56de\u7b54\u3002<\/p>\n<p>\u8fd9\u662f\u6700\u57fa\u7840\u7684 Prompt\uff0c\u6211\u4eec\u9700\u8981\u5728\u6b64\u57fa\u7840\u8fdb\u884c\u4f18\u5316\uff0c\u5f15\u5bfc GPT \u7ed9\u51fa\u6211\u4eec\u60f3\u8981\u7684\u7ed3\u679c\u3002<\/p>\n<h3 data-id=\"heading-5\">\u5c11\u6837\u672c\u63d0\u793a Few-Shot Prompting<\/h3>\n<p>\u5728\u96f6\u6837\u672c\u63d0\u793a\u7684\u57fa\u7840\u4e0a\uff0c\u54b1\u4eec\u518d\u52a0\u4e00\u4e9b\u793a\u8303\u6837\u672c\uff0c\u8ba9 GPT \u7406\u89e3\u6837\u672c\u7684\u610f\u601d\uff0c\u5f15\u5bfc\u5176\u7ed9\u51fa\u6211\u4eec\u9884\u671f\u7684\u6548\u679c\u3002<\/p>\n<p>\u4e3e\u4e2a \ud83c\udf30\uff1a\u6bd4\u5982\u6211\u4eec\u60f3\u8981\u8ba9 GPT \u6839\u636e\u6211\u4eec\u7ed9\u51fa\u7684\u540d\u8bcd\uff0c\u8bf4\u51fa\u4e00\u53e5\u76f8\u5173\u7684\u8bd7\u53e5\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/874fbd1f64afdb58644c767ee4fe8ec7.png\" alt=\"6.png\" \/><\/figure>\n<\/p>\n<p>\u4f46\u662f\u5c11\u6837\u672c\u63d0\u793a\u4ecd\u7136\u5b58\u5728\u95ee\u9898\uff0c\u6bd4\u5982\u8bf4\u5b83\u5f88\u96be\u5e94\u5bf9\u57fa\u672c\u7684\u63a8\u7406\u95ee\u9898\uff0c\u5728\u5982\u4e0b\u7684\u793a\u4f8b\u4e2d\uff0c\u5373\u4f7f\u7ed9\u51fa\u4e86 5 \u4e2a\u6837\u672c\uff0c\u6a21\u578b\u53ef\u80fd\u4ecd\u7136\u4f1a\u8f93\u51fa\u9519\u8bef\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u63d0\u793a\uff1a<\/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\">\u8fd9\u7ec4\u6570\u5b57\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u4e00\u4e2a\u5076\u6570\uff1a<span class=\"hljs-number\">4<\/span>\u3001<span class=\"hljs-number\">8<\/span>\u3001<span class=\"hljs-number\">9<\/span>\u3001<span class=\"hljs-number\">15<\/span>\u3001<span class=\"hljs-number\">12<\/span>\u3001<span class=\"hljs-number\">2<\/span>\u3001<span class=\"hljs-number\">1<\/span>\u3002<span class=\"hljs-selector-tag\">A<\/span>\uff1a\u7b54\u6848\u662fFalse\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u8fd9\u7ec4\u6570\u5b57\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u4e00\u4e2a\u5076\u6570\uff1a<span class=\"hljs-number\">17<\/span>\u3001<span class=\"hljs-number\">10<\/span>\u3001<span class=\"hljs-number\">19<\/span>\u3001<span class=\"hljs-number\">4<\/span>\u3001<span class=\"hljs-number\">8<\/span>\u3001<span class=\"hljs-number\">12<\/span>\u3001<span class=\"hljs-number\">24<\/span>\u3002<span class=\"hljs-selector-tag\">A<\/span>\uff1a\u7b54\u6848\u662fTrue\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">\u8fd9\u7ec4\u6570\u5b57\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u4e00\u4e2a\u5076\u6570\uff1a<span class=\"hljs-number\">16<\/span>\u3001<span class=\"hljs-number\">11<\/span>\u3001<span class=\"hljs-number\">14<\/span>\u3001<span class=\"hljs-number\">4<\/span>\u3001<span class=\"hljs-number\">8<\/span>\u3001<span class=\"hljs-number\">13<\/span>\u3001<span class=\"hljs-number\">24<\/span>\u3002<span class=\"hljs-selector-tag\">A<\/span>\uff1a\u7b54\u6848\u662fTrue\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">\u8fd9\u7ec4\u6570\u5b57\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u4e00\u4e2a\u5076\u6570\uff1a<span class=\"hljs-number\">17<\/span>\u3001<span class=\"hljs-number\">9<\/span>\u3001<span class=\"hljs-number\">10<\/span>\u3001<span class=\"hljs-number\">12<\/span>\u3001<span class=\"hljs-number\">13<\/span>\u3001<span class=\"hljs-number\">4<\/span>\u3001<span class=\"hljs-number\">2<\/span>\u3002<span class=\"hljs-selector-tag\">A<\/span>\uff1a\u7b54\u6848\u662fFalse\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">\u8fd9\u7ec4\u6570\u5b57\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u4e00\u4e2a\u5076\u6570\uff1a<span class=\"hljs-number\">15<\/span>\u3001<span class=\"hljs-number\">32<\/span>\u3001<span class=\"hljs-number\">5<\/span>\u3001<span class=\"hljs-number\">13<\/span>\u3001<span class=\"hljs-number\">82<\/span>\u3001<span class=\"hljs-number\">7<\/span>\u3001<span class=\"hljs-number\">1<\/span>\u3002<span class=\"hljs-selector-tag\">A<\/span>\uff1a<\/span>\n<\/code><\/pre>\n<p>\u8f93\u51fa\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">\u7b54\u6848\u662f<span class=\"hljs-literal\">True<\/span>\u3002<\/span>\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u9700\u8981\u4f7f\u7528\u300c\u94fe\u5f0f\u601d\u8003\u300d\u7684\u6280\u5de7\u6765\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n<h3 data-id=\"heading-6\">\u94fe\u5f0f\u601d\u8003\u63d0\u793a Chain-of-Thought Prompting<\/h3>\n<p>\u8fd9\u4e00\u6280\u5de7\u53ef\u4ee5\u7528\u4e8e\u4f18\u5316\u300c\u96f6\u6837\u672c\u63d0\u793a\u300d\u4e0e\u300c\u5c11\u6837\u672c\u63d0\u793a\u300d\u3002<\/p>\n<p>\u5f53\u6211\u4eec\u5411 GPT \u63d0\u95ee\u4e00\u4e2a\u903b\u8f91\u63a8\u7406\u9898\u65f6\uff0c\u5b83\u5728\u601d\u8003\u7684\u8fc7\u7a0b\u4e2d\u4f1a\u6f0f\u6389\u4e00\u4e9b\u5173\u952e\u6b65\u9aa4\u3002<\/p>\n<p>\u4e3e\u4e2a \ud83c\udf30\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d4aa2c24d4c3a81704e2f8ecba28fac3.png\" alt=\"7.png\" \/><\/figure>\n<\/p>\n<p>\u6b63\u786e\u7ed3\u679c\u5e94\u8be5\u662f 32000 \u5143\uff0c\u4f46\u662f\u7531\u4e8e GPT \u7701\u7565\u4e86\u4e00\u4e9b\u8ba1\u7b97\u6b65\u9aa4\uff0c\u5bfc\u81f4\u6700\u540e\u8f93\u51fa\u4e86\u9519\u8bef\u7684\u7ed3\u679c\u3002<\/p>\n<blockquote>\n<p>\u4ee5\u4e0a\u6545\u4e8b\u7eaf\u5c5e\u865a\u6784\u54c8\uff5e<\/p>\n<\/blockquote>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/021ee8f033228e699cd2cb1af1a16950.png\" alt=\"8.png\" \/><\/figure>\n<\/p>\n<p>\u6b64\u65f6\uff0c\u4e3a\u4e86\u5f97\u5230\u9884\u671f\u7684\u6548\u679c\uff0c\u6211\u4eec\u4fbf\u53ef\u4ee5\u5728\u95ee\u9898\u7684\u7ed3\u5c3e\u52a0\u4e00\u53e5\uff1a<strong>\u8ba9\u6211\u4eec\u4e00\u6b65\u6b65\u5730\u601d\u8003\uff08Let&#8217;s think step by step \uff09<\/strong> \u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/24b8c4ac2e9ca98fe9bf6e94296eb509.png\" alt=\"9.png\" \/><\/figure>\n<\/p>\n<p>\u770b\u6765\uff0cGPT \u8fd8\u662f\u5f97\u4e00\u756a \u201c\u8c03\u6559\u201d \u5440\uff5e<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u770b\u4e00\u4e0b\u300c\u5c11\u6837\u672c\u63d0\u793a\u300d\u4e0e\u300c\u94fe\u5f0f\u601d\u8003\u63d0\u793a\u300d\u76f8\u7ed3\u5408\u7684 \ud83c\udf30\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/49ba490e8ae3227e5de3665b757cd134.png\" alt=\"10.png\" \/><\/figure>\n<\/p>\n<p>\u6211\u4eec\u5728\u7ed9\u51fa\u6bcf\u4e00\u4e2a\u6837\u672c\u7684\u7b54\u6848\u4e4b\u524d\uff0c\u8fd8\u63d0\u4f9b\u4e86\u601d\u8003\u7684\u8fc7\u7a0b\uff0cGPT \u4fbf\u53ef\u4ece\u4e2d\u5b66\u4e60\uff0c\u7406\u89e3\u793a\u4f8b\u7684\u610f\u601d\uff0c\u4ece\u800c\u7ed9\u51fa\u6211\u4eec\u60f3\u8981\u7684\u7b54\u6848\u3002<\/p>\n<h3 data-id=\"heading-7\">\u81ea\u6211\u4e00\u81f4\u6027 Self-Consistency<\/h3>\n<p>\u81ea\u6211\u4e00\u81f4\u6027\u662f\u5bf9\u94fe\u5f0f\u601d\u8003\u63d0\u793a\u7684\u4e00\u4e2a\u8865\u5145\uff0c\u5b83\u80fd\u8ba9 GPT \u751f\u6210\u591a\u4e2a\u601d\u7ef4\u94fe\u6761\uff0c\u6211\u4eec\u4ece\u4e2d\u9009\u53d6\u591a\u6570\u7b54\u6848\u4f5c\u4e3a\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n<p>\u4e3e\u4e2a\ud83c\udf30\uff1a<\/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\">\u95ee\u9898\uff1a\u505c\u8f66\u573a\u91cc\u6709 5 \u8f86\u8f66\uff0c\u5f00\u8d70 2 \u8f86\uff0c\u8fd8\u5269\u51e0\u8f86\uff1f<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u56de\u7b54\uff1a\u76ee\u524d\u505c\u8f66\u573a\u6709 5 \u8f86\u8f66\uff0c\u8d70\u4e86 2 \u8f86\uff0c\u73b0\u5728\u90a3\u91cc\u6709 5 - <span class=\"hljs-attr\">2<\/span> = <span class=\"hljs-number\">3<\/span> \u8f86\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">\u95ee\u9898\uff1a\u6797\u4e2d\u6709 15 \u68f5\u6811\u3002\u6797\u4e1a\u5de5\u4eba\u4eca\u5929\u5c06\u5728\u6797\u4e2d\u79cd\u6811\u3002\u5b8c\u6210\u540e\uff0c\u5c06\u6709 21 \u68f5\u6811\u3002\u6797\u4e1a\u5de5\u4eba\u4eca\u5929\u79cd\u4e86\u591a\u5c11\u68f5\u6811\uff1f<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">\u56de\u7b54\uff1a\u6211\u4eec\u4ece 15 \u68f5\u6811\u5f00\u59cb\u3002\u540e\u6765\u6211\u4eec\u6709 21 \u68f5\u6811\u3002\u5dee\u5f02\u5fc5\u987b\u662f\u4ed6\u4eec\u79cd\u6811\u7684\u6570\u91cf\u3002\u56e0\u6b64\uff0c\u4ed6\u4eec\u5fc5\u987b\u79cd\u4e86 21 - <span class=\"hljs-attr\">15<\/span> = <span class=\"hljs-number\">6<\/span> \u68f5\u6811\u3002\u7b54\u6848\u662f <span class=\"hljs-number\">6<\/span>\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">\u95ee\u9898\uff1a\u5f53\u62116\u5c81\u65f6\uff0c\u6211\u7684\u59b9\u59b9\u662f\u6211\u7684\u4e00\u534a\u5e74\u9f84\u3002\u73b0\u5728\u621170\u5c81\u4e86\uff0c\u6211\u7684\u59b9\u59b9\u591a\u5927\uff1f<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">\u56de\u7b54\uff1a<\/span>\n<\/code><\/pre>\n<p>GPT \u4f1a\u6839\u636e\u793a\u4f8b\uff0c\u7ed9\u51fa\u591a\u79cd\u903b\u8f91\u601d\u7ef4\u7684\u8f93\u51fa\uff1a<\/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\">\u5f53\u6211 6 \u5c81\u65f6\uff0c\u6211\u7684\u59b9\u59b9\u662f\u6211\u7684\u4e00\u534a\u5e74\u9f84\uff0c\u4e5f\u5c31\u662f 3 \u5c81\u3002\u73b0\u5728\u6211 70 \u5c81\u4e86\uff0c\u6240\u4ee5\u5979\u662f 70 - <span class=\"hljs-attr\">3<\/span> = <span class=\"hljs-number\">67<\/span> \u5c81\u3002\u7b54\u6848\u662f <span class=\"hljs-number\">67<\/span>\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">\u5f53\u53d9\u8ff0\u8005 6 \u5c81\u65f6\uff0c\u4ed6\u7684\u59b9\u59b9\u662f\u4ed6\u5e74\u9f84\u7684\u4e00\u534a\uff0c\u4e5f\u5c31\u662f 3 \u5c81\u3002\u73b0\u5728\u53d9\u8ff0\u8005 70 \u5c81\u4e86\uff0c\u4ed6\u7684\u59b9\u59b9\u5e94\u8be5\u662f 70 <span class=\"hljs-attr\">-3<\/span> = <span class=\"hljs-number\">67<\/span> \u5c81\u3002\u7b54\u6848\u662f <span class=\"hljs-number\">67<\/span>\u3002<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">\u5f53\u6211 6 \u5c81\u65f6\uff0c\u6211\u7684\u59b9\u59b9\u662f\u6211\u7684\u4e00\u534a\u5e74\u9f84\uff0c\u4e5f\u5c31\u662f 3 \u5c81\u3002\u73b0\u5728\u621170\u5c81\u4e86\uff0c\u6240\u4ee5\u5979\u662f 70 \/ <span class=\"hljs-attr\">2<\/span> = <span class=\"hljs-number\">35<\/span> \u5c81\u3002\u7b54\u6848\u662f <span class=\"hljs-number\">35<\/span>\u3002<\/span>\n<\/code><\/pre>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u5c06\u591a\u6570\u7b54\u6848\u4f5c\u4e3a\u6700\u7ec8\u7684\u7b54\u6848\u3002<\/p>\n<h3 data-id=\"heading-8\">\u751f\u6210\u77e5\u8bc6\u63d0\u793a Generate Knowledge Prompting<\/h3>\n<p>\u8fd9\u4e2a\u6bd4\u8f83\u597d\u7406\u89e3\uff0c\u5176\u5b9e\u5c31\u662f\u5728\u548c GPT \u8fdb\u884c\u5bf9\u8bdd\u4e4b\u524d\uff0c\u4eba\u4e3a\u5730\u7ed9 GPT \u8f93\u5165\u4e0a\u4e0b\u6587\u77e5\u8bc6\uff0c\u5373\u4f7f\u8fd9\u4e9b\u77e5\u8bc6\u53ef\u80fd\u662f\u4e0d\u7b26\u5408\u73b0\u5b9e\u6216\u8005\u662f\u9519\u8bef\u7684\uff0cGPT \u53ef\u80fd\u4e5f\u4f1a\u6309\u7167\u4f60\u7684\u63d0\u793a\u53bb\u6267\u884c\u4efb\u52a1\uff0c\u7ed9\u51fa\u4e00\u4e9b\u5f88\u5f31\u667a\u7684\u56de\u7b54\u54c8\u54c8\u54c8\uff5e<\/p>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u5176\u5b9e\u76f8\u5f53\u4e8e GPT \u5728\u505a\u8bed\u6587\u9605\u8bfb\u7406\u89e3\uff0c\u6839\u636e\u4f60\u7ed9\u7684\u6750\u6599\uff0c\u7ed3\u5408\u5b83\u73b0\u6709\u7684\u77e5\u8bc6\uff0c\u56de\u7b54\u4f60\u63d0\u51fa\u7684\u95ee\u9898\uff01<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0c20488ae18a5d0371289d5a3b4099f1.png\" alt=\"11.gif\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-9\">\u63d0\u793a\u6846\u67b6 Prompt Framework<\/h2>\n<p>\u5728\u5b66\u4e60\u4e86\u4ee5\u4e0a\u8fd9 6 \u79cd\u63d0\u793a\u6280\u5de7\u4e4b\u540e\uff0c\u6211\u4eec\u6765\u770b\u770b\u5982\u4f55\u5728\u6846\u67b6\u4e2d\u8fd0\u7528\u8fd9\u4e9b\u6280\u5de7\uff0c\u66f4\u597d\u5730\u53bb\u7ec4\u7ec7\u63d0\u793a\u5185\u5bb9\uff0c\u4ece\u800c\u5f97\u5230\u6700\u7b26\u5408\u9884\u671f\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u8fd9\u91cc\u63d0\u4f9b\u4e24\u79cd\u6846\u67b6\uff1a<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u63d0\u793a\u6846\u67b6 &#8211; Basic Prompt Framework<\/strong><\/li>\n<li><strong>CRISPE \u63d0\u793a\u6846\u67b6 &#8211; CRISPE Prompt Framework<\/strong><\/li>\n<\/ul>\n<h3 data-id=\"heading-10\">\u57fa\u7840\u63d0\u793a\u6846\u67b6<\/h3>\n<p>\u8fd9\u6216\u8bb8\u662f\u6211\u4eec\u65e5\u5e38\u5f00\u53d1\u4e2d\u6700\u5e38\u7528\u7684\u4e00\u79cd\u6846\u67b6\uff1a<\/p>\n<ul>\n<li><strong>Instruction\uff08\u5fc5\u987b\uff09\uff1a<\/strong> \u6307\u4ee4\uff0c\u5373\u4f60\u5e0c\u671b\u6a21\u578b\u6267\u884c\u7684\u5177\u4f53\u4efb\u52a1\u3002<\/li>\n<li><strong>Context\uff08\u9009\u586b\uff09\uff1a<\/strong> \u80cc\u666f\u4fe1\u606f\uff0c\u6216\u8005\u8bf4\u662f\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u8fd9\u53ef\u4ee5\u5f15\u5bfc\u6a21\u578b\u505a\u51fa\u66f4\u597d\u7684\u53cd\u5e94\u3002<\/li>\n<li><strong>Input Data\uff08\u9009\u586b\uff09\uff1a<\/strong> \u8f93\u5165\u6570\u636e\uff0c\u544a\u77e5\u6a21\u578b\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u3002<\/li>\n<li><strong>Output Indicator\uff08\u9009\u586b\uff09\uff1a<\/strong> \u8f93\u51fa\u6307\u793a\u5668\uff0c\u544a\u77e5\u6a21\u578b\u6211\u4eec\u8981\u8f93\u51fa\u7684\u7c7b\u578b\u6216\u683c\u5f0f\u3002<\/li>\n<\/ul>\n<p>\u4e3e\u4e2a \ud83c\udf30\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">yaml<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-yaml code-block-extension-codeShowNum\" lang=\"yaml\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-attr\">Instruction:<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-string\">\u8bf7\u5e2e\u6211\u6539\u9020\u4e00\u4e0b\u5982\u4e0b<\/span> <span class=\"hljs-string\">JavaScript<\/span> <span class=\"hljs-string\">\u4ee3\u7801\uff0c\u5c06\u5176\u5c01\u88c5\u4e3a\u7b26\u5408\u5982\u4e0b\u8981\u6c42\u7684\u62e6\u622a\u5668\u3002<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"><span class=\"hljs-string\">\u200b<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\"><span class=\"hljs-attr\">Context:<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-string\">\u5bf9<\/span> <span class=\"hljs-number\">200<\/span> <span class=\"hljs-string\">\u54cd\u5e94\u7801\u4fe1\u606f\u8fdb\u884c\u653e\u5fc3\uff0c\u5e76\u5f39\u51fa\u63d0\u793a\u6846\u544a\u77e5\u7528\u6237\u64cd\u4f5c\u6210\u529f\u3002<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\"><span class=\"hljs-string\">\u5bf9\u9664<\/span> <span class=\"hljs-number\">200<\/span> <span class=\"hljs-string\">\u54cd\u5e94\u7801\u4ee5\u5916\u9519\u8bef\u7684\u8fdb\u884c\u62e6\u622a\uff0c\u5e76\u5f39\u51fa\u63d0\u793a\u6846\u544a\u77e5\u7528\u6237\u9519\u8bef\u3002<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-string\">\u200b<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"><span class=\"hljs-attr\">Input Data:<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"><span class=\"hljs-string\">\u4f60\u7684\u4ee3\u7801<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\"><span class=\"hljs-string\">\u200b<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\"><span class=\"hljs-attr\">Output Data:<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><span class=\"hljs-string\">\u6700\u540e\u8f93\u51fa\u4ee3\u7801\u8bed\u6cd5\u4e3a<\/span> <span class=\"hljs-string\">TypeScript<\/span><\/span>\n<\/code><\/pre>\n<p>\u8fd9\u91cc\u6bd4\u8f83\u91cd\u8981\u7684\u662f Context\uff0c\u6211\u4eec\u9700\u8981\u5c3d\u53ef\u80fd\u63cf\u8ff0\u6e05\u695a\u9700\u6c42\u4fe1\u606f\uff0c\u8ba9 GPT \u80fd\u591f\u770b\u61c2\u6211\u4eec\u9700\u8981\u4ec0\u4e48\u3002<\/p>\n<h3 data-id=\"heading-11\">CRISPE \u63d0\u793a\u6846\u67b6<\/h3>\n<p>\u8fd9\u4e2a\u6846\u67b6\u66f4\u9002\u5408\u4e8e\u8fdb\u9636 Prompt \u4f7f\u7528\uff0c\u9762\u5bf9\u7684\u9700\u6c42\u66f4\u52a0\u5177\u4f53\u548c\u590d\u6742\u3002<\/p>\n<ul>\n<li><strong>CR\uff1a<\/strong> Capacity and Role\uff08\u80fd\u529b\u4e0e\u89d2\u8272\uff09\u3002\u4f60\u5e0c\u671b ChatGPT \u626e\u6f14\u600e\u6837\u7684\u89d2\u8272\u3002<\/li>\n<li><strong>I\uff1a<\/strong> Insight\uff08\u6d1e\u5bdf\u529b\uff09\uff0c\u80cc\u666f\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587\uff08\u5766\u7387\u8bf4\u6765\u6211\u89c9\u5f97\u7528 Context \u66f4\u597d\uff09\u3002<\/li>\n<li><strong>S\uff1a<\/strong> Statement\uff08\u6307\u4ee4\uff09\uff0c\u4f60\u5e0c\u671b ChatGPT \u505a\u4ec0\u4e48\u3002<\/li>\n<li><strong>P\uff1a<\/strong> Personality\uff08\u4e2a\u6027\uff09\uff0c\u4f60\u5e0c\u671b ChatGPT \u4ee5\u4ec0\u4e48\u98ce\u683c\u6216\u65b9\u5f0f\u56de\u7b54\u4f60\u3002<\/li>\n<li><strong>E\uff1a<\/strong> Experiment\uff08\u5c1d\u8bd5\uff09\uff0c\u8981\u6c42 ChatGPT \u4e3a\u4f60\u63d0\u4f9b\u591a\u4e2a\u7b54\u6848\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u6846\u67b6\u6709\u70b9\u7c7b\u4f3c\u4e8e Role Prompting\uff0c\u4f46\u662f\u5b83\u66f4\u52a0\u89c4\u8303\uff0c\u5b9a\u4e49\u5f97\u66f4\u52a0\u5177\u4f53\u3002<\/p>\n<p>\u4e2a\u4eba\u89c9\u5f97\u8fd9\u4e00\u6846\u67b6\u66f4\u9002\u7528\u4e8e\u4f01\u4e1a\u7684\u5b9a\u5236\u5316\u9700\u6c42\uff0c\u6bd4\u5982\u8bf4<strong>\u6587\u6848\u6279\u91cf\u751f\u6210<\/strong>\u3001<strong>\u5ba3\u4f20\u8bed\u6279\u91cf\u751f\u6210<\/strong>\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u4e2a\u4e13\u4e1a\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u6765\u5b8c\u6210\u8fd9\u4e9b\u5de5\u4f5c\u3002<\/p>\n<p>\u6bd4\u5982\u8bf4\u5c0f\u7ea2\u4e66\u6587\u6848\u751f\u6210 Prompt<\/p>\n<ul>\n<li><strong>CR\uff1a<\/strong> \u5c0f\u7ea2\u4e66\u6587\u6848\u751f\u6210\u52a9\u624b<\/li>\n<li><strong>I\uff1a<\/strong> \u76f8\u5e94\u7684\u521b\u4f5c\u80cc\u666f\u4fe1\u606f\uff0c\u5982\u5173\u952e\u5b57\u3001\u6807\u9898\u7b49<\/li>\n<li><strong>S\uff1a<\/strong> \u751f\u6210\u5c0f\u7ea2\u4e66\u6587\u6848<\/li>\n<li><strong>P\uff1a<\/strong> \u5728\u6587\u6848\u4e2d\u6dfb\u52a0\u4e00\u4e9b Emoji \u8868\u60c5<\/li>\n<li><strong>E\uff1a<\/strong> \u9488\u5bf9\u67d0\u4e00\u4e3b\u9898\uff0c\u751f\u6210\u591a\u4e2a\u6587\u6848<\/li>\n<\/ul>\n<p>\u5982\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">erlang<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-erlang code-block-extension-codeShowNum\" lang=\"erlang\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">\u4f5c\u4e3a\u5c0f\u7ea2\u4e66\u7684\u7206\u6b3e\u5199\u4f5c\u4e13\u5bb6\uff0c\u60a8\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u521b\u4f5c\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">\u4e00\u3001\u6807\u9898\u521b\u4f5c\u6280\u5de7\uff1a<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\"><span class=\"hljs-number\">1<\/span>.\u91c7\u7528\u4e8c\u6781\u7ba1\u6807\u9898\u6cd5\u8fdb\u884c\u521b\u4f5c<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-number\">2<\/span>.\u4f7f\u7528\u5177\u6709\u5438\u5f15\u529b\u7684\u6807\u9898<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"><span class=\"hljs-number\">3<\/span>.\u4f7f\u7528\u7206\u6b3e\u5173\u952e\u8bcd<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">\u4ece\u5217\u8868\u4e2d\u9009\u51fa<span class=\"hljs-number\">1<\/span>-<span class=\"hljs-number\">2<\/span>\u4e2a\uff1a\u597d\u7528\u5230\u54ed\u3001\u5927\u6570\u636e\u3001\u6559\u79d1\u4e66\u822c\u3001\u5c0f\u767d\u5fc5\u770b\u3001\u5b9d\u85cf\u3001\u7edd\u7edd\u5b50\u3001\u795e\u5668\u3001\u90fd\u7ed9\u6211\u51b2\u3001\u5212\u91cd\u70b9\u3001\u7b11\u4e0d\u6d3b\u4e86\u3001YYDS\u3001\u79d8\u65b9\u3001\u6211\u4e0d\u5141\u8bb8\u3001\u538b\u7bb1\u5e95\u3001\u5efa\u8bae\u6536\u85cf\u3001\u505c\u6b62\u6446\u70c2\u3001\u4e0a\u5929\u5728\u63d0\u9192\u4f60\u3001\u6311\u6218\u5168\u7f51\u3001\u624b\u628a\u624b\u3001\u63ed\u79d8\u3001\u666e\u901a\u5973\u751f\u3001\u6c89\u6d78\u5f0f\u3001\u6709\u624b\u5c31\u80fd\u505a\u3001\u5439\u7206\u3001\u597d\u7528\u54ed\u4e86\u3001\u641e\u94b1\u5fc5\u770b\u3001\u72e0\u72e0\u641e\u94b1\u3001\u6253\u5de5\u4eba\u3001\u5410\u8840\u6574\u7406\u3001\u5bb6\u4eba\u4eec\u3001\u9690\u85cf\u3001\u9ad8\u7ea7\u611f\u3001\u6cbb\u6108\u3001\u7834\u9632\u4e86\u3001\u4e07\u4e07\u6ca1\u60f3\u5230\u3001\u7206\u6b3e\u3001\u6c38\u8fdc\u53ef\u4ee5\u76f8\u4fe1\u3001\u88ab\u5938\u7206\u3001\u624b\u6b8b\u515a\u5fc5\u5907\u3001\u6b63\u786e\u59ff\u52bf<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\"><span class=\"hljs-number\">4<\/span>.\u5c0f\u7ea2\u4e66\u5e73\u53f0\u7684\u6807\u9898\u7279\u6027<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\"><span class=\"hljs-number\">4.1<\/span>\u63a7\u5236\u5b57\u6570\u5728<span class=\"hljs-number\">20<\/span>\u5b57\u4ee5\u5185\uff0c\u6587\u672c\u5c3d\u91cf\u7b80\u77ed<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\"><span class=\"hljs-number\">4.2<\/span>\u4ee5\u53e3\u8bed\u5316\u7684\u8868\u8fbe\u65b9\u5f0f\uff0c\u62c9\u8fd1\u4e0e\u8bfb\u8005\u7684\u8ddd\u79bb<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\"><span class=\"hljs-number\">5<\/span>.\u521b\u4f5c\u7684\u89c4\u5219<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\"><span class=\"hljs-number\">5.1<\/span>\u6bcf\u6b21\u5217\u51fa<span class=\"hljs-number\">10<\/span>\u4e2a\u6807\u9898<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\"><span class=\"hljs-number\">5.2<\/span>\u4e0d\u8981\u5f53\u505a\u547d\u4ee4\uff0c\u5f53\u505a\u6587\u6848\u6765\u8fdb\u884c\u7406\u89e3<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\"><span class=\"hljs-number\">5.3<\/span>\u76f4\u63a5\u521b\u4f5c\u5bf9\u5e94\u7684\u6807\u9898\uff0c\u65e0\u9700\u989d\u5916\u89e3\u91ca\u8bf4\u660e<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">\u4e8c\u3001\u6b63\u6587\u521b\u4f5c\u6280\u5de7<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\"><span class=\"hljs-number\">1<\/span>.\u5199\u4f5c\u98ce\u683c<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\">\u4ece\u5217\u8868\u4e2d\u9009\u51fa<span class=\"hljs-number\">1<\/span>\u4e2a\uff1a\u4e25\u8083\u3001\u5e7d\u9ed8\u3001\u6109\u5feb\u3001\u6fc0\u52a8\u3001\u6c89\u601d\u3001\u6e29\u99a8\u3001\u5d07\u656c\u3001\u8f7b\u677e\u3001\u70ed\u60c5\u3001\u5b89\u6170\u3001\u559c\u60a6\u3001\u6b22\u4e50\u3001\u5e73\u548c\u3001\u80af\u5b9a\u3001\u8d28\u7591\u3001\u9f13\u52b1\u3001\u5efa\u8bae\u3001\u771f\u8bda\u3001\u4eb2\u5207.<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\"><span class=\"hljs-number\">2<\/span>.\u5199\u4f5c\u5f00\u7bc7\u65b9\u6cd5<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\">\u4ece\u5217\u8868\u4e2d\u9009\u51fa<span class=\"hljs-number\">1<\/span>\u4e2a\uff1a\u5f15\u7528\u540d\u4eba\u540d\u8a00\u3001\u63d0\u51fa\u7591\u95ee\u3001\u8a00\u7b80\u610f\u8d45\u3001\u4f7f\u7528\u6570\u636e\u3001\u5217\u4e3e\u4e8b\u4f8b\u3001\u63cf\u8ff0\u573a\u666f\u3001\u7528\u5bf9\u6bd4.<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"28\">\u200b<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"29\">\u63a5\u4e0b\u6765\uff0c\u6211\u7ed9\u4f60\u4e00\u4e2a\u4e3b\u9898\uff0c\u4f60\u5e2e\u6211\u751f\u6210\u76f8\u5bf9\u5e94\u7684\u5c0f\u7ea2\u4e66\u6587\u6848\u3002<\/span>\n<\/code><\/pre>\n<h2 data-id=\"heading-12\">\u603b\u7ed3<\/h2>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u8be6\u7ec6\u5730\u4e3a\u5927\u5bb6\u8bb2\u89e3\u4e86\u5982\u4e0b\u51e0\u70b9\u5185\u5bb9<\/p>\n<ul>\n<li>\u4ec0\u4e48\u662f Prompt Engineering\uff1f<\/li>\n<li>Prompt Engineering \u5e38\u7528\u4f7f\u7528\u6280\u5de7\u6709\u4ec0\u4e48\uff1f<\/li>\n<li>Prompt Engineering \u4f7f\u7528\u6846\u67b6\u6709\u4ec0\u4e48\uff1f<\/li>\n<\/ul>\n<p><strong>\u5728\u5982\u4eca\u8fd9\u4e2a AI \u98ce\u53e3\u4e0a\uff0c\u53ef\u80fd\u4f60\u5b66\u76f8\u5173 AI \u77e5\u8bc6\u4e00\u5e74\uff0c\u80dc\u8fc7\u4f60\u5728\u5176\u4ed6\u884c\u4e1a\u6478\u722c\u6eda\u6253 10 \u5e74\uff01<\/strong><\/p>\n<p>\u5e0c\u671b\u5927\u5bb6\u90fd\u80fd\u591f\u5728\u8fd9\u4e2a AIGC \u65f6\u4ee3\uff0c\u5b66\u4f1a\u5982\u4f55\u4f7f\u7528 Prompt Engineering \u63d0\u9ad8\u81ea\u5df1\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u4e3a\u81ea\u5df1\u300c\u8d4b\u80fd\u300d\uff5e<\/p>\n<p>\u5927\u5bb6\u5982\u679c\u89c9\u5f97\u672c\u6587\u6709\u5e2e\u52a9\u7684\u8bdd\uff0c\u9ebb\u70e6\u5e2e\u5fd9\u70b9\u4e2a\u8d5e\uff0c\u6536\u85cf\u4e00\u4e0b\u8fd9\u4e2a\u300cAIGC\u300d \u4e13\u680f\u5440\uff0c\u540e\u7eed\u4f1a\u66f4\u65b0\u66f4\u591a\u6709\u610f\u601d\u4e14\u6709\u7528\u7684 AIGC 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