{"id":6119,"date":"2024-09-17T01:24:34","date_gmt":"2024-09-16T17:24:34","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6119"},"modified":"2024-09-17T01:25:20","modified_gmt":"2024-09-16T17:25:20","slug":"prompt-gaojijiqiao","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/prompt-gaojijiqiao\/","title":{"rendered":"Prompt \u9ad8\u7ea7\u6280\u5de7\uff1a\u501f\u52a9\u4f2a\u4ee3\u7801\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91"},"content":{"rendered":"<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4f17\u6240\u5468\u77e5\uff0c\u5f53\u6211\u4eec\u9700\u8981\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u6267\u884c\u4efb\u52a1\uff0c\u9700\u8981\u8f93\u5165 Prompt \u6765\u6307\u5bfc\u5176\u6267\u884c\uff0c\u800c Prompt \u662f\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u7684\u3002\u5bf9\u4e8e\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u81ea\u7136\u8bed\u8a00\u80fd\u63cf\u8ff0\u7684\u5f88\u6e05\u695a\uff0c\u6bd4\u5982\uff1a\u201c\u8bf7\u7ffb\u8bd1\u4ee5\u4e0b\u5185\u5bb9\u4e3a\u7b80\u4f53\u4e2d\u6587\uff1a\u201d\u3001\u201c\u8bf7\u751f\u6210\u4ee5\u4e0b\u5185\u5bb9\u7684\u6458\u8981\uff1a\u201d\u7b49\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4f46\u662f\u5f53\u6211\u4eec\u9047\u5230\u4e00\u4e9b\u590d\u6742\u7684\u4efb\u52a1\uff0c\u6bd4\u5982\u8981\u6c42\u6a21\u578b\u751f\u6210\u7279\u5b9a\u7684 JSON \u683c\u5f0f\uff0c\u6216\u8005\u4efb\u52a1\u6709\u591a\u4e2a\u5206\u652f\uff0c\u6bcf\u4e2a\u5206\u652f\u9700\u8981\u6267\u884c\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u5b50\u4efb\u52a1\u4e4b\u95f4\u8fd8\u76f8\u4e92\u5173\u8054\uff0c\u8fd9\u65f6\u5019\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u5c31\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u4e86\u3002<\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"\u601d\u8003\u9898\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"\u601d\u8003\u9898\">\u601d\u8003\u9898<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5728\u7ee7\u7eed\u9605\u8bfb\u4e4b\u524d\uff0c\u8fd9\u91cc\u6709\u4e24\u9053\u601d\u8003\u9898\u53ef\u4ee5\u5148\u8bd5\u8bd5\u770b\uff1a<\/p>\n<\/div>\n<div class=\"el-ol\" data-tag-name=\"ol\">\n<ol>\n<li dir=\"auto\" data-line=\"0\">\u6709\u591a\u4e2a\u957f\u53e5\u5b50\uff0c\u9700\u8981\u5c06\u6bcf\u4e00\u4e2a\u90fd\u62c6\u5206\u6210\u4e0d\u8d85\u8fc7 80 \u4e2a\u5b57\u7b26\u7684\u77ed\u53e5\u5b50\uff0c\u7136\u540e\u8f93\u51fa\u6210\u4e00\u4e2a JSON \u683c\u5f0f\uff0c\u6e05\u6670\u7684\u63cf\u8ff0\u957f\u53e5\u5b50\u548c\u77ed\u53e5\u5b50\u4e4b\u95f4\u7684\u5bf9\u5e94\u5173\u7cfb\u3002<\/li>\n<\/ol>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6bd4\u5982\uff1a<\/p>\n<\/div>\n<div class=\"el-pre\" data-tag-name=\"pre\">\n<pre>[\r\n{\r\n\"long\": \"This is a long sentence that needs to be split into shorter sentences.\",\r\n\"short\": [\r\n\"This is a long sentence\",\r\n\"that needs to be split\",\r\n\"into shorter sentences.\"\r\n]\r\n},\r\n{\r\n\"long\": \"Another long sentence that should be split into shorter sentences.\",\r\n\"short\": [\r\n\"Another long sentence\",\r\n\"that should be split\",\r\n\"into shorter sentences.\"\r\n]\r\n}\r\n]<\/pre>\n<\/div>\n<div class=\"el-ol\" data-tag-name=\"ol\">\n<ol start=\"2\">\n<li dir=\"auto\" data-line=\"0\">\u4e00\u6bb5\u539f\u59cb\u5b57\u5e55\u6587\u7a3f\uff0c\u53ea\u6709\u5bf9\u8bdd\u4fe1\u606f\uff0c\u73b0\u5728\u9700\u8981\u4ece\u4e2d\u63d0\u53d6\u7ae0\u8282\u3001\u53d1\u8a00\u4eba\uff0c\u7136\u540e\u6309\u7167\u7ae0\u8282\u548c\u6bb5\u843d\u5217\u51fa\u5bf9\u8bdd\u5185\u5bb9\u3002\u5982\u679c\u662f\u591a\u4e2a\u53d1\u8a00\u4eba\uff0c\u6bcf\u6bb5\u5bf9\u8bdd\u524d\u9700\u8981\u6807\u660e\u53d1\u8a00\u4eba\uff0c\u5982\u679c\u662f\u540c\u4e00\u4e2a\u53d1\u8a00\u4eba\u8fde\u7eed\u53d1\u8a00\uff0c\u5219\u4e0d\u9700\u8981\u3002(\u5b9e\u9645\u4e0a\u8fd9\u5c31\u662f\u6211\u81ea\u5df1\u7528\u7684\u4e00\u4e2a\u6574\u7406\u89c6\u9891\u6587\u7a3f\u7684 GPT\u00a0<a class=\"external-link\" href=\"https:\/\/chatgpt.com\/g\/g-pnXgeR4g4-shi-pin-wen-gao-zheng-li\" target=\"_blank\" rel=\"noopener\" data-tooltip-position=\"top\" aria-label=\"https:\/\/chatgpt.com\/g\/g-pnXgeR4g4-shi-pin-wen-gao-zheng-li\">\u89c6\u9891\u6587\u7a3f\u6574\u7406 GPT<\/a>)<\/li>\n<\/ol>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u793a\u4f8b\u8f93\u5165\uff1a<\/p>\n<\/div>\n<div class=\"el-pre\" data-tag-name=\"pre\">\n<pre>\u6240\u4ee5\u6211\u8981\u5f15\u7528\u4e00\u4e0b\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u7684\u8bdd\uff0c\u5e0c\u671b\u4f60\u4e0d\u8981\u4ecb\u610f\u3002\r\n\u6211\u5411\u4f60\u9053\u6b49\u3002\r\n\u4f46\u4ed6\u5e76\u4e0d\u8ba4\u540c\u8fd9\u662f\u4e00\u4e2a\u4fdd\u969c\u9690\u79c1\u548c\u5b89\u5168\u7684\u6a21\u578b\u3002\r\n\u4ed6\u5c06\u8fd9\u79cd\u96c6\u6210\u79f0\u4e3a\"\u4ee4\u4eba\u6bdb\u9aa8\u609a\u7136\u7684\u95f4\u8c0d\u8f6f\u4ef6\"\u3002\u4f60\u5bf9\u6b64\u6709\u4ec0\u4e48\u56de\u5e94\uff1f\r\n\u4e0d\u5728\u610f\uff1f\r\n\u90a3\u662f\u4ed6\u7684\u89c2\u70b9\u3002\r\n\u663e\u7136\uff0c\u6211\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\r\n\u6211\u4eec\u4e5f\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\r\nMira\uff0c\u611f\u8c22\u4f60\u80fd\u548c\u6211\u4eec\u5728\u4e00\u8d77\u3002\r\n\u6211\u77e5\u9053\u4f60\u53ef\u80fd\u7a0d\u5fae\u6709\u70b9\u5fd9\u3002\r\n\u6211\u6709\u8bb8\u591a\u95ee\u9898\u60f3\u5411 Mira \u63d0\u95ee\uff0c\u4f46\u6211\u4eec\u53ea\u6709 20 \u5206\u949f\u3002\r\n\u6240\u4ee5\u6211\u60f3\u5148\u8bbe\u5b9a\u4e00\u4e0b\u5927\u5bb6\u7684\u671f\u671b\u3002\r\n\u6211\u4eec\u4f1a\u4e13\u6ce8\u4e8e\u4e00\u4e9b\u4e3b\u9898\uff0c \u5305\u62ec\u4e00\u4e9b\u8fd1\u671f\u7684\u65b0\u95fb\u548c Mira \u4f5c\u4e3a\u9996\u5e2d\u6280\u672f\u5b98\u6240\u8d1f\u8d23\u7684\u4e00\u4e9b\u9886\u57df\u3002\r\n\u5e0c\u671b\u6211\u4eec\u80fd\u6df1\u5165\u63a2\u8ba8\u5176\u4e2d\u7684\u4e00\u4e9b\u8bdd\u9898\u3002\r\n\u6211\u60f3\u6211\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f\uff0c \u8003\u8651\u5230\u4f60\u73b0\u5728\u6781\u5176\u5fd9\u788c\uff0c \u4ee5\u53ca\u65b0\u95fb\u7684\u653b\u51fb\uff0c \u6709\u4e9b\u597d\u6709\u4e9b\u574f\uff0c \u4f60\u5927\u7ea6\u516d\u5e74\u524d\u52a0\u5165\u4e86\u8fd9\u4e2a\u516c\u53f8\u3002\r\n\u90a3\u65f6\uff0c\u5b83\u662f\u4e00\u4e2a\u622a\u7136\u4e0d\u540c\u7684\u7ec4\u7ec7\u3002\r\n\u4f60\u76f8\u5bf9\u4f4e\u8c03\uff0c\u4e0d\u592a\u4e3a\u4eba\u77e5\u6653\u3002\r\n\u4f60\u662f\u5426\u6000\u5ff5\u90a3\u4e9b\u80fd\u591f\u5168\u795e\u8d2f\u6ce8\u5de5\u4f5c\u7684\u65e5\u5b50\uff1f\r\n\u6211\u60f3\u8bf4\uff0c\u6211\u4eec\u4f9d\u65e7\u5168\u795e\u8d2f\u6ce8\u5728\u5de5\u4f5c\u4e2d\u3002\r\n\u53ea\u4e0d\u8fc7\u5de5\u4f5c\u7684\u5185\u5bb9\u5df2\u7ecf\u53d1\u5c55\u53d8\u5316\u4e86\uff0c\u5b83\u4e0d\u4ec5\u4ec5\u5173\u4e4e\u7814\u7a76\u3002\r\n\u4e5f\u662f\u56e0\u4e3a\uff0c\u4f60\u77e5\u9053\uff0c\u7814\u7a76\u5df2\u7ecf\u5f97\u5230\u4e86\u5f88\u5927\u7684\u8fdb\u5c55\u3002\r\n\u8fd9\u4e5f\u662f\u5173\u4e8e\u6211\u4eec\u5982\u4f55\u4ee5\u4e00\u79cd\u6709\u76ca\u4e14\u5b89\u5168\u7684\u65b9\u5f0f\u5c06\u8fd9\u79cd\u6280\u672f\u5f15\u5165\u5230\u4e16\u754c\u4e2d\u6240\u4ee5\uff0c\u4f7f\u547d\u4f9d\u7136\u5982\u4e00\uff0c \u6211\u4eec\u5728\u7814\u7a76\u4e0a\u4e5f\u5df2\u7ecf\u53d6\u5f97\u4e86\u5f88\u591a\u8fdb\u5c55\uff0c\u5de5\u4f5c\u9886\u57df\u4e5f\u5728\u4e0d\u65ad\u6269\u5927\u3002\r\n\u516c\u4f17\u5bf9\u6b64\u7684\u5173\u6ce8\u5ea6\u4e5f\u5f88\u9ad8\uff0c \u8fd9\u5bf9\u4e8e\u6211\u4eec\u8fd9\u4e9b\u6b63\u5728\u7814\u7a76\u6280\u672f\u548c\u5f00\u53d1\u4ea7\u54c1\u7684\u4eba\u6765\u8bf4\u53ef\u80fd\u4f1a\u611f\u5230\u6709\u4e9b\u4e0d\u540c\u5bfb\u5e38\u3002\r\n\u4f46\u4f60\u8981\u77e5\u9053\uff0c \u9274\u4e8e\u6211\u4eec\u6240\u505a\u7684\u4e8b\u60c5\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u79cd\u5173\u6ce8\u662f\u975e\u5e38\u5fc5\u8981\u7684\uff0c \u800c\u4e14\u8fd9\u662f\u79ef\u6781\u7684\u3002<\/pre>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u793a\u4f8b\u8f93\u51fa\uff1a<\/p>\n<\/div>\n<div class=\"el-pre\" data-tag-name=\"pre\">\n<pre>### \u5f15\u8a00\r\n\r\n**\u4e3b\u6301\u4eba**\uff1a\r\n\u6240\u4ee5\u6211\u8981\u5f15\u7528\u4e00\u4e0b\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u7684\u8bdd\uff0c\u5e0c\u671b\u4f60\u4e0d\u8981\u4ecb\u610f\u3002\u6211\u5411\u4f60\u9053\u6b49\uff0c\u4f46\u4ed6\u5e76\u4e0d\u8ba4\u540c\u8fd9\u662f\u4e00\u4e2a\u4fdd\u969c\u9690\u79c1\u548c\u5b89\u5168\u7684\u6a21\u578b\u3002\u4ed6\u5c06\u8fd9\u79cd\u96c6\u6210\u79f0\u4e3a\"\u4ee4\u4eba\u6bdb\u9aa8\u609a\u7136\u7684\u95f4\u8c0d\u8f6f\u4ef6\"\u3002\u4f60\u5bf9\u6b64\u6709\u4ec0\u4e48\u56de\u5e94\uff1f\r\n\r\n**Mira**\uff1a\r\n\u90a3\u662f\u4ed6\u7684\u89c2\u70b9\u3002\u663e\u7136\uff0c\u6211\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\u6211\u4eec\u4e5f\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\r\n\r\n### \u6b22\u8fce\u4e0e\u4ecb\u7ecd\r\n\r\n**\u4e3b\u6301\u4eba**\uff1a\r\nMira\uff0c\u611f\u8c22\u4f60\u80fd\u548c\u6211\u4eec\u5728\u4e00\u8d77\u3002\u6211\u77e5\u9053\u4f60\u53ef\u80fd\u7a0d\u5fae\u6709\u70b9\u5fd9\u3002\u6211\u6709\u8bb8\u591a\u95ee\u9898\u60f3\u5411\u4f60\u63d0\u95ee\uff0c\u4f46\u6211\u4eec\u53ea\u6709 20 \u5206\u949f\u3002\u6240\u4ee5\u6211\u60f3\u5148\u8bbe\u5b9a\u4e00\u4e0b\u5927\u5bb6\u7684\u671f\u671b\u3002\u6211\u4eec\u4f1a\u4e13\u6ce8\u4e8e\u4e00\u4e9b\u4e3b\u9898\uff0c\u5305\u62ec\u4e00\u4e9b\u8fd1\u671f\u7684\u65b0\u95fb\u548c\u4f60\u4f5c\u4e3a\u9996\u5e2d\u6280\u672f\u5b98\u6240\u8d1f\u8d23\u7684\u4e00\u4e9b\u9886\u57df\u3002\u5e0c\u671b\u6211\u4eec\u80fd\u6df1\u5165\u63a2\u8ba8\u5176\u4e2d\u7684\u4e00\u4e9b\u8bdd\u9898\u3002\r\n\r\n### \u804c\u4e1a\u751f\u6daf\u56de\u987e\r\n\r\n**\u4e3b\u6301\u4eba**\uff1a\r\n\u6211\u60f3\u6211\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u8003\u8651\u5230\u4f60\u73b0\u5728\u6781\u5176\u5fd9\u788c\uff0c\u4ee5\u53ca\u65b0\u95fb\u7684\u653b\u51fb\uff0c\u6709\u4e9b\u597d\u6709\u4e9b\u574f\uff0c\u4f60\u5927\u7ea6\u516d\u5e74\u524d\u52a0\u5165\u4e86\u8fd9\u4e2a\u516c\u53f8\u3002\u90a3\u65f6\uff0c\u5b83\u662f\u4e00\u4e2a\u622a\u7136\u4e0d\u540c\u7684\u7ec4\u7ec7\u3002\u4f60\u76f8\u5bf9\u4f4e\u8c03\uff0c\u4e0d\u592a\u4e3a\u4eba\u77e5\u6653\u3002\u4f60\u662f\u5426\u6000\u5ff5\u90a3\u4e9b\u80fd\u591f\u5168\u795e\u8d2f\u6ce8\u5de5\u4f5c\u7684\u65e5\u5b50\uff1f\r\n\r\n**Mira**\uff1a\r\n\u6211\u60f3\u8bf4\uff0c\u6211\u4eec\u4f9d\u65e7\u5168\u795e\u8d2f\u6ce8\u5728\u5de5\u4f5c\u4e2d\u3002\u53ea\u4e0d\u8fc7\u5de5\u4f5c\u7684\u5185\u5bb9\u5df2\u7ecf\u53d1\u5c55\u53d8\u5316\u4e86\uff0c\u5b83\u4e0d\u4ec5\u4ec5\u5173\u4e4e\u7814\u7a76\u3002\u4e5f\u662f\u56e0\u4e3a\uff0c\u7814\u7a76\u5df2\u7ecf\u5f97\u5230\u4e86\u5f88\u5927\u7684\u8fdb\u5c55\u3002\u8fd9\u4e5f\u662f\u5173\u4e8e\u6211\u4eec\u5982\u4f55\u4ee5\u4e00\u79cd\u6709\u76ca\u4e14\u5b89\u5168\u7684\u65b9\u5f0f\u5c06\u8fd9\u79cd\u6280\u672f\u5f15\u5165\u5230\u4e16\u754c\u4e2d\u3002\u6240\u4ee5\uff0c\u4f7f\u547d\u4f9d\u7136\u5982\u4e00\uff0c\u6211\u4eec\u5728\u7814\u7a76\u4e0a\u4e5f\u5df2\u7ecf\u53d6\u5f97\u4e86\u5f88\u591a\u8fdb\u5c55\uff0c\u5de5\u4f5c\u9886\u57df\u4e5f\u5728\u4e0d\u65ad\u6269\u5927\u3002\u516c\u4f17\u5bf9\u6b64\u7684\u5173\u6ce8\u5ea6\u4e5f\u5f88\u9ad8\uff0c\u8fd9\u5bf9\u4e8e\u6211\u4eec\u8fd9\u4e9b\u6b63\u5728\u7814\u7a76\u6280\u672f\u548c\u5f00\u53d1\u4ea7\u54c1\u7684\u4eba\u6765\u8bf4\u53ef\u80fd\u4f1a\u611f\u5230\u6709\u4e9b\u4e0d\u540c\u5bfb\u5e38\u3002\u4f46\u4f60\u8981\u77e5\u9053\uff0c\u9274\u4e8e\u6211\u4eec\u6240\u505a\u7684\u4e8b\u60c5\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u79cd\u5173\u6ce8\u662f\u975e\u5e38\u5fc5\u8981\u7684\uff0c\u800c\u4e14\u8fd9\u662f\u79ef\u6781\u7684\u3002<\/pre>\n<\/div>\n<div class=\"el-h2\" data-heading=\"Prompt \u7684\u672c\u8d28\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"Prompt \u7684\u672c\u8d28\">Prompt \u7684\u672c\u8d28<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6216\u8bb8\u4f60\u5df2\u7ecf\u5728\u7f51\u4e0a\u770b\u8fc7\u5f88\u591a\u5173\u4e8e\u5982\u4f55\u5199 Prompt \u6280\u5de7\u7684\u6587\u7ae0\uff0c\u8bb0\u4f4f\u4e86\u5f88\u591a Prompt \u6a21\u677f\uff0c\u4f46\u662f Prompt \u7684\u672c\u8d28\u662f\u4ec0\u4e48\u5462\uff1f\u6211\u4eec\u4e3a\u4ec0\u4e48\u9700\u8981 Prompt\uff1f<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">Prompt \u7684\u672c\u8d28\u662f\u4e00\u79cd\u5bf9 LLM \u7684\u63a7\u5236\u6307\u4ee4\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u8ba9 LLM \u7406\u89e3\u6211\u4eec\u7684\u8981\u6c42\uff0c\u7136\u540e\u6309\u7167\u8981\u6c42\u628a\u8f93\u5165\u53d8\u6210\u6211\u4eec\u671f\u671b\u7684\u8f93\u51fa\u7ed3\u679c\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6bd4\u5982\u5e38\u7528\u7684 few-shot \u6280\u5de7\uff0c\u5c31\u662f\u901a\u8fc7\u4e3e\u4f8b\u5b50\uff0c\u901a\u8fc7\u793a\u4f8b\u8ba9 LLM \u7406\u89e3\u6211\u4eec\u7684\u8981\u6c42\uff0c\u7136\u540e\u53c2\u8003\u6837\u4f8b\u8f93\u51fa\u6211\u4eec\u671f\u671b\u7684\u7ed3\u679c\u3002\u6bd4\u5982 CoT\uff08\u601d\u7ef4\u94fe\uff0cChain of Thought\uff09\uff0c\u5c31\u662f\u901a\u8fc7\u4eba\u4e3a\u7684\u5bf9\u4efb\u52a1\u8fdb\u884c\u5206\u89e3\uff0c\u5e76\u4e14\u9650\u5b9a\u6267\u884c\u7684\u6d41\u7a0b\uff0c\u8ba9 LLM \u80fd\u6309\u7167\u6211\u4eec\u6307\u5b9a\u7684\u6d41\u7a0b\u548c\u6b65\u9aa4\u6267\u884c\uff0c\u800c\u4e0d\u81f3\u4e8e\u8fc7\u4e8e\u53d1\u6563\u6216\u8005\u8df3\u8fc7\u5173\u952e\u6b65\u9aa4\uff0c\u4ece\u800c\u5f97\u5230\u66f4\u597d\u7684\u7ed3\u679c\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5c31\u597d\u6bd4\u6211\u4eec\u4e0a\u5b66\u7684\u65f6\u5019\uff0c\u8001\u5e08\u5728\u8bb2\u6570\u5b66\u5b9a\u7406\uff0c\u8981\u7ed9\u6211\u4eec\u4e3e\u4f8b\u5b50\uff0c\u901a\u8fc7\u4f8b\u5b50\u8ba9\u6211\u4eec\u7406\u89e3\u5b9a\u7406\u7684\u542b\u4e49\uff1b\u5728\u505a\u5b9e\u9a8c\u7684\u65f6\u5019\uff0c\u8981\u544a\u8bc9\u6211\u4eec\u5b9e\u9a8c\u7684\u6b65\u9aa4\uff0c\u54ea\u6015\u4e0d\u7406\u89e3\u5b9e\u9a8c\u7684\u539f\u7406\uff0c\u4f46\u80fd\u6309\u7167\u6b65\u9aa4\u6267\u884c\u5b9e\u9a8c\uff0c\u4e5f\u80fd\u5f97\u5230\u5dee\u4e0d\u591a\u7684\u7ed3\u679c\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4e3a\u4ec0\u4e48\u6709\u65f6\u5019 Prompt \u7684\u7ed3\u679c\u4e0d\u591f\u7406\u60f3\u5462\uff1f<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u56e0\u4e3a LLM \u4e0d\u80fd\u51c6\u786e\u7684\u7406\u89e3\u6211\u4eec\u7684\u8981\u6c42\uff0c\u8fd9\u91cc\u9762\u4e00\u65b9\u9762\u5c40\u9650\u4e8e LLM \u7406\u89e3\u548c\u8ddf\u968f\u6307\u4ee4\u7684\u80fd\u529b\uff0c\u53e6\u4e00\u65b9\u9762\u5c40\u9650\u4e8e\u6211\u4eec\u7684 Prompt \u63cf\u8ff0\u7684\u662f\u5426\u6e05\u6670\u548c\u51c6\u786e\u3002<\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"\u5982\u4f55\u501f\u52a9\u4f2a\u4ee3\u7801\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"\u5982\u4f55\u501f\u52a9\u4f2a\u4ee3\u7801\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91\">\u5982\u4f55\u501f\u52a9\u4f2a\u4ee3\u7801\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u65e2\u7136 Prompt \u7684\u672c\u8d28\u662f\u4e00\u79cd\u5bf9 LLM \u7684\u63a7\u5236\u6307\u4ee4\uff0c\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u4e0d\u5fc5\u5c40\u9650\u4e8e\u4f20\u7edf\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u7684\u65b9\u5f0f\u5199 Prompt\uff0c\u8fd8\u53ef\u4ee5\u501f\u52a9\u4f2a\u4ee3\u7801\uff08pseudocode\uff09\u6765\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u4ec0\u4e48\u662f\u4f2a\u4ee3\u7801\uff1f\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u4ec0\u4e48\u662f\u4f2a\u4ee3\u7801\uff1f\">\u4ec0\u4e48\u662f\u4f2a\u4ee3\u7801\uff1f<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5b9e\u9645\u4e0a\u4f2a\u4ee3\u7801\u5df2\u7ecf\u6709\u5f88\u957f\u7684\u5386\u53f2\u4e86\uff0c\u4f2a\u4ee3\u7801\u662f\u4e00\u79cd\u7528\u4e8e\u63cf\u8ff0\u7b97\u6cd5\u7684\u4e00\u79cd\u5f62\u5f0f\u5316\u63cf\u8ff0\u65b9\u6cd5\uff0c\u5b83\u662f\u4e00\u79cd\u4ecb\u4e8e\u81ea\u7136\u8bed\u8a00\u548c\u7f16\u7a0b\u8bed\u8a00\u4e4b\u95f4\u7684\u4e00\u79cd\u63cf\u8ff0\u65b9\u6cd5\uff0c\u7528\u4e8e\u63cf\u8ff0\u7b97\u6cd5\u7684\u6b65\u9aa4\u548c\u6d41\u7a0b\u3002\u5728\u5404\u79cd\u7b97\u6cd5\u4e66\u7c4d\u548c\u8bba\u6587\u4e2d\uff0c\u6211\u4eec\u7ecf\u5e38\u770b\u5230\u4f2a\u4ee3\u7801\u7684\u63cf\u8ff0\uff0c\u751a\u81f3\u4e8e\u4f60\u4e0d\u9700\u8981\u61c2\u53d8\u6210\u8bed\u8a00\uff0c\u4e5f\u80fd\u901a\u8fc7\u4f2a\u4ee3\u7801\u7406\u89e3\u7b97\u6cd5\u7684\u6267\u884c\u6d41\u7a0b\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u90a3\u4e48 LLM \u5bf9\u4e8e\u4f2a\u4ee3\u7801\u7684\u7406\u89e3\u80fd\u529b\u5982\u4f55\u5462\uff1f\u5b9e\u9645\u4e0a LLM \u5bf9\u4e8e\u4f2a\u4ee3\u7801\u7684\u7406\u89e3\u80fd\u529b\u662f\u76f8\u5f53\u5f3a\u7684\uff0cLLM \u5728\u8bad\u7ec3\u7684\u65f6\u5019\uff0c\u5df2\u7ecf\u8bad\u7ec3\u8fc7\u5927\u91cf\u7684\u4f18\u8d28\u4ee3\u7801\uff0c\u53ef\u4ee5\u8f7b\u6613\u7684\u7406\u89e3\u4f2a\u4ee3\u7801\u7684\u542b\u4e49\u3002<\/p>\n<\/div>\n<div class=\"el-h3\" data-heading=\"\u5982\u4f55\u5199\u4f2a\u4ee3\u7801 Prompt\uff1f\" data-tag-name=\"h3\">\n<h3 dir=\"auto\" data-heading=\"\u5982\u4f55\u5199\u4f2a\u4ee3\u7801 Prompt\uff1f\">\u5982\u4f55\u5199\u4f2a\u4ee3\u7801 Prompt\uff1f<\/h3>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4f2a\u4ee3\u7801\u5bf9\u4e8e\u7a0b\u5e8f\u5458\u6765\u8bf4\u662f\u975e\u5e38\u719f\u6089\u7684\uff0c\u5bf9\u4e8e\u975e\u7a0b\u5e8f\u5458\uff0c\u53ea\u9700\u8981\u8bb0\u4f4f\u4e00\u4e9b\u57fa\u672c\u7684\u89c4\u5219\uff0c\u5c31\u53ef\u4ee5\u5199\u51fa\u7b80\u5355\u7684\u4f2a\u4ee3\u7801\u3002\u4e3e\u51e0\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<\/div>\n<div class=\"el-ul\" data-tag-name=\"ul\">\n<ul class=\"has-list-bullet\">\n<li dir=\"auto\" data-line=\"0\">\u53d8\u91cf\uff0c\u7528\u6765\u5b58\u50a8\u6570\u636e\uff0c\u6bd4\u5982\u7528\u4e00\u4e9b\u7279\u5b9a\u7b26\u53f7\u8868\u793a\u8f93\u5165\u6216\u8005\u4e2d\u95f4\u7ed3\u679c<\/li>\n<li dir=\"auto\" data-line=\"1\">\u7c7b\u578b\uff0c\u7528\u6765\u5b9a\u4e49\u6570\u636e\u7684\u7c7b\u578b\uff0c\u6bd4\u5982\u5b57\u7b26\u4e32\u3001\u6570\u5b57\u3001\u6570\u7ec4\u7b49<\/li>\n<li dir=\"auto\" data-line=\"2\">\u51fd\u6570\uff0c\u7528\u6765\u5b9a\u4e49\u67d0\u4e2a\u5b50\u4efb\u52a1\u7684\u6267\u884c\u903b\u8f91<\/li>\n<li dir=\"auto\" data-line=\"3\">\u63a7\u5236\u6d41\uff0c\u7528\u6765\u63a7\u5236\u7a0b\u5e8f\u7684\u6267\u884c\u6d41\u7a0b\uff0c\u6bd4\u5982\u5faa\u73af\u3001\u6761\u4ef6\u5224\u65ad\u7b49\n<ul class=\"has-list-bullet\">\n<li dir=\"auto\" data-line=\"4\">if-else \u8bed\u53e5\uff0c\u5982\u679c\u6ee1\u8db3\u6761\u4ef6 A\uff0c\u6267\u884c\u4efb\u52a1 A\uff0c\u5426\u5219\u6267\u884c\u4efb\u52a1 B<\/li>\n<li dir=\"auto\" data-line=\"5\">for \u5faa\u73af\uff0c\u5bf9\u4e8e\u6570\u7ec4\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\uff0c\u6267\u884c\u67d0\u4e2a\u4efb\u52a1<\/li>\n<li dir=\"auto\" data-line=\"6\">while \u5faa\u73af\uff0c\u5f53\u6ee1\u8db3\u6761\u4ef6 A\uff0c\u6301\u7eed\u6267\u884c\u4efb\u52a1 B<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u73b0\u5728\u4ee5\u524d\u9762\u7684\u4e24\u4e2a\u601d\u8003\u9898\u4e3a\u4f8b\uff0c\u6211\u4eec\u6765\u5199\u4e00\u4e0b\u4f2a\u4ee3\u7801 Prompt\u3002<\/p>\n<\/div>\n<div class=\"el-h4\" data-heading=\"\u7528\u4f2a\u4ee3\u7801\u8f93\u51fa\u7279\u5b9a\u7684 JSON \u683c\u5f0f\" data-tag-name=\"h4\">\n<h4 dir=\"auto\" data-heading=\"\u7528\u4f2a\u4ee3\u7801\u8f93\u51fa\u7279\u5b9a\u7684 JSON \u683c\u5f0f\">\u7528\u4f2a\u4ee3\u7801\u8f93\u51fa\u7279\u5b9a\u7684 JSON \u683c\u5f0f<\/h4>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u501f\u52a9\u4e00\u6bb5\u7c7b\u4f3c\u4e8e TypeScript \u7c7b\u578b\u5b9a\u4e49\u7684\u4f2a\u4ee3\u7801\uff0c\u5c31\u53ef\u4ee5\u6e05\u6670\u7684\u63cf\u8ff0\u6211\u4eec\u671f\u671b\u7684 JSON \u683c\u5f0f\uff1a<\/p>\n<\/div>\n<div class=\"el-pre\" data-tag-name=\"pre\">\n<pre>Please split the sentences into short segments, no more than 1 line (less than 80 characters, ~10 English words) each.\r\nPlease keep each segment meaningful, e.g. split from punctuations, \"and\", \"that\", \"where\", \"what\", \"when\", \"who\", \"which\" or \"or\" etc if possible, but keep those punctuations or words for splitting.\r\nDo not add or remove any words or punctuation marks.\r\n\r\nInput is an array of strings.\r\n\r\nOutput should be a valid json array of objects, each object contains a sentence and its segments.\r\n\r\nArray&lt;{\r\nsentence: string;\r\nsegments: string[]\r\n}&gt;<\/pre>\n<\/div>\n<div class=\"el-h4\" data-heading=\"\u7528\u4f2a\u4ee3\u7801\u6574\u7406\u5b57\u5e55\u6587\u7a3f\" data-tag-name=\"h4\">\n<h4 dir=\"auto\" data-heading=\"\u7528\u4f2a\u4ee3\u7801\u6574\u7406\u5b57\u5e55\u6587\u7a3f\">\u7528\u4f2a\u4ee3\u7801\u6574\u7406\u5b57\u5e55\u6587\u7a3f<\/h4>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6574\u7406\u5b57\u5e55\u6587\u7a3f\u8fd9\u4e2a\u4efb\u52a1\u76f8\u5bf9\u6bd4\u8f83\u590d\u6742\uff0c\u5982\u679c\u60f3\u8c61\u4e00\u4e0b\u8981\u5199\u4e00\u4e2a\u7a0b\u5e8f\u6765\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff0c\u53ef\u80fd\u4f1a\u6709\u5f88\u591a\u6b65\u9aa4\uff0c\u6bd4\u5982\u5148\u63d0\u53d6\u7ae0\u8282\uff0c\u518d\u63d0\u53d6\u53d1\u8a00\u4eba\uff0c\u6700\u540e\u6309\u7167\u7ae0\u8282\u548c\u53d1\u8a00\u4eba\u6574\u7406\u5bf9\u8bdd\u5185\u5bb9\u3002\u6211\u4eec\u53ef\u4ee5\u501f\u52a9\u4f2a\u4ee3\u7801\uff0c\u5c06\u8fd9\u4e2a\u4efb\u52a1\u5206\u89e3\u6210\u51e0\u4e2a\u5b50\u4efb\u52a1\uff0c\u5bf9\u4e8e\u5b50\u4efb\u52a1\uff0c\u751a\u81f3\u4e0d\u5fc5\u5199\u51fa\u5177\u4f53\u7684\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u63cf\u8ff0\u6e05\u695a\u5b50\u4efb\u52a1\u7684\u6267\u884c\u903b\u8f91\u5373\u53ef\u3002\u7136\u540e\u4e00\u6b65\u6b65\u6267\u884c\u8fd9\u4e9b\u5b50\u4efb\u52a1\uff0c\u6700\u540e\u6574\u5408\u7ed3\u679c\u8f93\u51fa\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6211\u4eec\u53ef\u4ee5\u7528\u4e00\u4e9b\u53d8\u91cf\u6765\u5b58\u50a8\u4e2d\uff0c\u6bd4\u5982\u00a0<code>subject<\/code>\u3001<code>speakers<\/code>\u3001<code>chapters<\/code>\u3001<code>paragraphs<\/code>\u00a0\u7b49\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5728\u8f93\u51fa\u7684\u65f6\u5019\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u7528 For \u5faa\u73af\u6765\u904d\u5386\u7ae0\u8282\u548c\u6bb5\u843d\uff0c\u7528 If-else \u8bed\u53e5\u6765\u5224\u65ad\u662f\u5426\u9700\u8981\u8f93\u51fa\u53d1\u8a00\u4eba\u7684\u540d\u5b57\u3002<\/p>\n<\/div>\n<div class=\"el-hr\" data-tag-name=\"hr\">\n<hr \/>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">You task is to re-organize video transcripts for readability, and recognize speakers for multi-person dialogues. Here are the pseudo-code on how to do it:<\/p>\n<\/div>\n<pre>def extract_subject(transcript):\r\n# Find the subject in the transcript and return it as a string.\r\n\r\ndef extract_chapters(transcript):\r\n# Find the chapters in the transcript and return them as a list of strings.\r\n\r\ndef extract_speakers(transcript):\r\n# Find the speakers in the transcript and return them as a list of strings.\r\n\r\n\r\ndef find_paragraphs_and_speakers_in_chapter(chapter):\r\n# Find the paragraphs and speakers in a chapter and return them as a list of tuples.\r\n# Each tuple contains the speaker and their paragraphs.\r\n\r\ndef format_transcript(transcript):\r\n# extract the subject, speakers, chapters and print them\r\nsubject = extract_subject(transcript)\r\nprint(\"Subject:\", subject)\r\nspeakers = extract_speakers(transcript)\r\nprint(\"Speakers:\", speakers)\r\nchapters = extract_chapters(transcript)\r\nprint(\"Chapters:\", chapters)\r\n\r\n# format the transcript\r\nformatted_transcript = f\"# {subject}\\n\\n\"\r\nfor chapter in chapters:\r\nformatted_transcript += f\"## {chapter}\\n\\n\"\r\nparagraphs_and_speakers = find_paragraphs_and_speakers_in_chapter(chapter)\r\nfor speaker, paragraphs in paragraphs_and_speakers:\r\n# if there are multiple speakers, print the speaker's name before each paragraph\r\nif speakers.size() &gt; 1:\r\nformatted_transcript += f\"{speaker}:\"\r\nformatted_transcript += f\"{speaker}:\"\r\nfor paragraph in paragraphs:\r\nformatted_transcript += f\" {paragraph}\\n\\n\"\r\nformatted_transcript += \"\\n\\n\"\r\n\r\nreturn formatted_transcript\r\n\r\nprint(format_transcript($user_input))<\/pre>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u770b\u770b\u6548\u679c\u5982\u4f55\uff1a<\/p>\n<\/div>\n<div class=\"el-embed-image el-p\" data-is-embed=\"true\" data-embed-type=\"image\" data-tag-name=\"p\">\n<div id=\"attachment_6123\" style=\"width: 1556px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-6123\" class=\"wp-image-6123 size-full\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996.webp\" alt=\"\" width=\"1546\" height=\"1050\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996.webp 1546w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996-300x204.webp 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996-1024x695.webp 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996-220x150.webp 220w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996-768x522.webp 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/40f7f9cab68c996-1536x1043.webp 1536w\" sizes=\"auto, (max-width: 1546px) 100vw, 1546px\" \/><p id=\"caption-attachment-6123\" class=\"wp-caption-text\">\u6574\u7406 WWDC \u8bbf\u95ee\u6587\u7a3f<\/p><\/div>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\n<\/div>\n<div class=\"el-embed-image el-p\" data-is-embed=\"true\" data-embed-type=\"image\" data-tag-name=\"p\">\n<div id=\"attachment_6124\" style=\"width: 1553px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-6124\" class=\"wp-image-6124 size-full\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9.webp\" alt=\"\" width=\"1543\" height=\"1067\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9.webp 1543w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9-300x207.webp 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9-1024x708.webp 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9-768x531.webp 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/8ece7277a60fcf9-1536x1062.webp 1536w\" sizes=\"auto, (max-width: 1543px) 100vw, 1543px\" \/><p id=\"caption-attachment-6124\" class=\"wp-caption-text\">\u591a\u4e2a Speaker\uff0c\u663e\u793a\u53d1\u8a00\u4eba<\/p><\/div>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\n<\/div>\n<div class=\"el-embed-image el-p\" data-is-embed=\"true\" data-embed-type=\"image\" data-tag-name=\"p\">\n<div id=\"attachment_6125\" style=\"width: 1553px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-6125\" class=\"wp-image-6125 size-full\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e.webp\" alt=\"\" width=\"1543\" height=\"1067\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e.webp 1543w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e-300x207.webp 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e-1024x708.webp 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e-768x531.webp 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/f20dae57c0f619e-1536x1062.webp 1536w\" sizes=\"auto, (max-width: 1543px) 100vw, 1543px\" \/><p id=\"caption-attachment-6125\" class=\"wp-caption-text\">1 \u4e2a Speaker\uff0c\u4e0d\u663e\u793a\u53d1\u8a00\u4eba<\/p><\/div>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u4f60\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u6211\u7528\u8fd9\u4e2a Prompt \u751f\u6210\u7684 GPT\uff1a<a class=\"external-link\" href=\"https:\/\/chatgpt.com\/g\/g-pnXgeR4g4-transcript-organization-shi-pin-wen-gao-zheng-li\" target=\"_blank\" rel=\"noopener\" data-tooltip-position=\"top\" aria-label=\"https:\/\/chatgpt.com\/g\/g-pnXgeR4g4-transcript-organization-shi-pin-wen-gao-zheng-li\">Transcript organization \u89c6\u9891\u6587\u7a3f\u6574\u7406 GPT<\/a><\/p>\n<\/div>\n<div class=\"el-h4\" data-heading=\"\u501f\u52a9\u4f2a\u4ee3\u7801\u8ba9 ChatGPT \u4e00\u6b21\u753b\u591a\u5f20\u56fe\u7247\" data-tag-name=\"h4\">\n<h4 dir=\"auto\" data-heading=\"\u501f\u52a9\u4f2a\u4ee3\u7801\u8ba9 ChatGPT \u4e00\u6b21\u753b\u591a\u5f20\u56fe\u7247\">\u501f\u52a9\u4f2a\u4ee3\u7801\u8ba9 ChatGPT \u4e00\u6b21\u753b\u591a\u5f20\u56fe\u7247<\/h4>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u6700\u8fd1\u8fd8\u4ece\u4e00\u4f4d\u53f0\u6e7e\u7f51\u53cb\u5c39\u76f8\u5fd7\u8001\u5e2b\u90a3\u91cc\u5b66\u5230\u4e86\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u7528\u6cd5\uff0c\u5c31\u662f<a class=\"external-link\" href=\"https:\/\/www.youtube.com\/watch?v=3rb-54Q5fig\" target=\"_blank\" rel=\"noopener\" data-tooltip-position=\"top\" aria-label=\"https:\/\/www.youtube.com\/watch?v=3rb-54Q5fig\">\u501f\u52a9\u4f2a\u4ee3\u7801\uff0c\u8ba9 ChatGPT \u4e00\u6b21\u753b\u591a\u5f20\u56fe\u7247<\/a>\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u73b0\u5728\u5982\u679c\u4f60\u60f3\u8ba9 <a href=\"https:\/\/www.kdjingpai.com\/pt\/chatgpt-6\/\">ChatGPT<\/a> \u753b\u56fe\uff0c\u4e00\u822c\u4e00\u6b21\u53ea\u4f1a\u7ed9\u4f60\u751f\u6210\u4e00\u5f20\u56fe\u7247\uff0c\u5982\u679c\u4f60\u60f3\u4e00\u6b21\u751f\u6210\u591a\u5f20\u56fe\u7247\uff0c\u53ef\u4ee5\u501f\u52a9\u4f2a\u4ee3\u7801\uff0c\u5c06\u591a\u4e2a\u56fe\u7247\u7684\u751f\u6210\u4efb\u52a1\u5206\u89e3\u6210\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u7136\u540e\u4e00\u6b21\u6267\u884c\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u6700\u540e\u6574\u5408\u7ed3\u679c\u8f93\u51fa\u3002<\/p>\n<\/div>\n<pre>\u4e0b\u9762\u662f\u4e00\u6bb5\u753b\u56fe\u7684\u4f2a\u4ee3\u7801\uff0c\u8bf7\u6309\u7167\u4f2a\u4ee3\u7801\u7684\u903b\u8f91\uff0c\u7528DALL-E\u753b\u56fe\uff1a\r\n\r\nimages_prompts = [\r\n{\r\nstyle: \"Kawaii\",\r\nprompt: \"Draw a cute dog\",\r\naspectRatio: \"Wide\"\r\n},\r\n{\r\nstyle: \"Realistic\",\r\nprompt: \"Draw a realistic dog\",\r\naspectRatio: \"Square\"\r\n}\r\n]\r\n\r\nimages_prompts.forEach((image_prompt) =&gt;{\r\nprint(\"Generating image with style: \" + image_prompt.style + \" and prompt: \" + image_prompt.prompt + \" and aspect ratio: \" + image_prompt.aspectRatio)\r\nimage_generation(image_prompt.style, image_prompt.prompt, image_prompt.aspectRatio);\r\n})<\/pre>\n<div class=\"el-embed-image el-p\" data-is-embed=\"true\" data-embed-type=\"image\" data-tag-name=\"p\">\n<p dir=\"auto\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6126\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b.webp\" alt=\"\" width=\"1019\" height=\"1685\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b.webp 1019w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b-181x300.webp 181w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b-619x1024.webp 619w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b-768x1270.webp 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/1273f62350a3f6b-929x1536.webp 929w\" sizes=\"auto, (max-width: 1019px) 100vw, 1019px\" \/><\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"\u603b\u7ed3\" data-tag-name=\"h2\">\n<h2 dir=\"auto\" data-heading=\"\u603b\u7ed3\">\u603b\u7ed3<\/h2>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u901a\u8fc7\u4e0a\u9762\u7684\u4f8b\u5b50\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u501f\u52a9\u4f2a\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u7cbe\u51c6\u7684\u63a7\u5236 LLM \u7684\u8f93\u51fa\u7ed3\u679c\u548c\u5b9a\u4e49\u5176\u6267\u884c\u903b\u8f91\uff0c\u800c\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u7684\u65b9\u5f0f\u3002\u5f53\u6211\u4eec\u9047\u5230\u4e00\u4e9b\u590d\u6742\u7684\u4efb\u52a1\uff0c\u6216\u8005\u4efb\u52a1\u6709\u591a\u4e2a\u5206\u652f\uff0c\u6bcf\u4e2a\u5206\u652f\u9700\u8981\u6267\u884c\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u5b50\u4efb\u52a1\u4e4b\u95f4\u8fd8\u76f8\u4e92\u5173\u8054\uff0c\u8fd9\u65f6\u5019\u7528\u4f2a\u4ee3\u7801\u63cf\u8ff0 Prompt\uff0c\u4f1a\u66f4\u52a0\u6e05\u6670\u548c\u51c6\u786e\u3002<\/p>\n<\/div>\n<div class=\"el-p\" data-tag-name=\"p\">\n<p dir=\"auto\">\u5f53\u6211\u4eec\u5199 Prompt \u65f6\uff0c\u8bb0\u4f4f Prompt \u7684\u672c\u8d28\u662f\u4e00\u79cd\u5bf9 LLM \u7684\u63a7\u5236\u6307\u4ee4\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u8ba9 LLM 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