{"id":1475,"date":"2026-08-24T00:48:18","date_gmt":"2026-08-23T16:48:18","guid":{"rendered":"https:\/\/blog.humh.cn\/?p=1475"},"modified":"2026-08-24T01:10:13","modified_gmt":"2026-08-23T17:10:13","slug":"%e6%8f%90%e7%a4%ba%e8%af%8d%e5%b7%a5%e7%a8%8b%e7%90%86%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/blog.humh.cn\/?p=1475","title":{"rendered":"\u63d0\u793a\u8bcd\u5de5\u7a0b\u7406\u89e3"},"content":{"rendered":"\n<p>\u5728\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u6709\u6548\u7684\u63d0\u793a\u6784\u5efa\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p>Prompt\uff08\u63d0\u793a\u8bcd\uff09\u4f5c\u4e3a\u5927\u6a21\u578b\u7684\u6838\u5fc3\u8f93\u5165\u6307\u4ee4\uff0c\u76f4\u63a5\u5f71\u54cd\u6a21\u578b\u7684\u7406\u89e3\u51c6\u786e\u6027\u548c\u8f93\u51fa\u8d28\u91cf\u3002\u4f18\u8d28\u7684 Prompt \u80fd\u663e\u8457\u63d0\u5347\u5927\u8bed\u8a00\u6a21\u578b\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u5982\u903b\u8f91\u63a8\u7406\u3001\u6b65\u9aa4\u5206\u89e3\u7b49\u3002<\/p>\n\n\n\n<h1>\u6574\u4f53\u6846\u67b6<\/h1>\n\n\n\n<p>CO-STAR \u6846\u67b6\uff0c\u7531\u65b0\u52a0\u5761\u653f\u5e9c\u79d1\u6280\u5c40\u6570\u636e\u79d1\u5b66\u4e0e AI \u56e2\u961f\u521b\u7acb\uff0c\u662f\u4e00\u4e2a\u5b9e\u7528\u7684\u63d0\u793a\u6784\u5efa\u5de5\u5177\u3002\u5b83\u8003\u8651\u4e86\u6240\u6709\u5f71\u54cd\u5927\u8bed\u8a00\u6a21\u578b\u54cd\u5e94\u6548\u679c\u548c\u76f8\u5173\u6027\u7684\u5173\u952e\u56e0\u7d20\uff0c\u5e2e\u52a9\u4f60\u83b7\u5f97\u66f4\u4f18\u7684\u53cd\u9988\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497.png\" target=\"_blank\" rel=\"noopener\"><img width=\"768\" height=\"215\" class=\"wp-image-1476 lazyload\" title=\"\u63d0\u793a\u8bcd\u5de5\u7a0b\u7406\u89e3\" src=\"data:image\/gif;base64,R0lGODlhAgABAIAAALGxsQAAACH5BAAAAAAALAAAAAACAAEAAAICBAoAOw==\" data-src=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497-1024x286.png\" alt=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497-1024x286.png\" data-srcset=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497-1024x286.png 1024w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497-300x84.png 300w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497-768x214.png 768w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824002943497.png 1276w\" sizes=\"(max-width: 768px) 100vw, 768px\"><\/a><\/figure><\/div>\n\n\n\n<ul><li><strong>(C) \u4e0a\u4e0b\u6587<\/strong>\uff1a\u4e3a\u4efb\u52a1\u63d0\u4f9b\u80cc\u666f\u4fe1\u606f \u901a\u8fc7\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63d0\u4f9b\u8be6\u7ec6\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5b83\u7cbe\u786e\u7406\u89e3\u8ba8\u8bba\u7684\u5177\u4f53\u573a\u666f\uff0c\u786e\u4fdd\u63d0\u4f9b\u7684\u53cd\u9988\u5177\u6709\u76f8\u5173\u6027\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u9644\u4ef6\u4e3a\u4f60\u9700\u8981\u8f6c\u6362\u5206\u6790\u7684\u6570\u636e<br>\u793a\u4f8b<\/p><\/blockquote>\n\n\n\n<ul><li><strong>(O) \u76ee\u6807<\/strong>\uff1a\u660e\u786e\u4f60\u8981\u6c42\u5927\u8bed\u8a00\u6a21\u578b\u5b8c\u6210\u7684\u4efb\u52a1 \u6e05\u6670\u5730\u754c\u5b9a\u4efb\u52a1\u76ee\u6807\uff0c\u53ef\u4ee5\u4f7f\u5927\u8bed\u8a00\u6a21\u578b\u66f4\u4e13\u6ce8\u5730\u8c03\u6574\u5176\u56de\u5e94\uff0c\u4ee5\u5b9e\u73b0\u8fd9\u4e00\u5177\u4f53\u76ee\u6807\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u6211\u9700\u8981\u4f60\u5206\u6790\u7528\u6237\u7684\u6838\u5fc3\u95ee\u9898\uff0c\u5e76\u751f\u6210\u4e00\u4e2a\u7b80\u6d01\u3001\u51c6\u786e\u7684\u95ee\u7b54\u5bf9\u3002\u5982\u679c\u5bf9\u8bdd\u4e2d\u5305\u542b\u591a\u4e2a\u4e0d\u540c\u7684\u95ee\u9898\uff0c\u8bf7\u751f\u6210\u591a\u4e2a\u95ee\u7b54\u5bf9<\/p><\/blockquote>\n\n\n\n<ul><li><strong>(S) \u98ce\u683c<\/strong>\uff1a\u660e\u786e\u4f60\u671f\u671b\u7684\u5199\u4f5c\u98ce\u683c \u4f60\u53ef\u4ee5\u6307\u5b9a\u4e00\u4e2a\u7279\u5b9a\u7684\u8457\u540d\u4eba\u7269\u6216\u67d0\u4e2a\u884c\u4e1a\u4e13\u5bb6\u7684\u5199\u4f5c\u98ce\u683c\uff0c\u5982\u5546\u4e1a\u5206\u6790\u5e08\u6216 CEO\u3002\u8fd9\u5c06 \u6307\u5bfc \u5927\u8bed\u8a00\u6a21\u578b\u4ee5\u4e00\u79cd\u7b26\u5408\u4f60\u9700\u6c42\u7684\u65b9\u5f0f\u548c\u8bcd\u6c47\u9009\u62e9\u8fdb\u884c\u56de\u5e94\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4f60\u662f\u4e00\u4e2a\u64c5\u957f\u7cbe\u51c6\u62bd\u53d6\u7528\u6237\u5ba2\u670d\u5bf9\u8bdd\u8f6c\u6362\u4e3a\u77e5\u8bc6\u5e93\u5185\u5bb9\u7684\u4e13\u5bb6\uff0c\u8bf7\u4ece\u7528\u6237\u95ee\u9898\u548c\u5ba2\u670d\u56de\u590d\u4e2d\uff0c\u63d0\u53d6\u51fa\u6838\u5fc3\u95ee\u9898\u548c\u5bf9\u5e94\u7684\u7b54\u6848\uff0c\u7528\u4e8e\u6784\u5efa\u77e5\u8bc6\u5e93\u95ee\u7b54\u5bf9\u3002<\/p><\/blockquote>\n\n\n\n<ul><li><strong>(T) \u8bed\u6c14<\/strong>\uff1a\u8bbe\u7f6e\u56de\u5e94\u7684\u60c5\u611f\u8c03 \u8bbe\u5b9a\u9002\u5f53\u7684\u8bed\u6c14\uff0c\u786e\u4fdd\u5927\u8bed\u8a00\u6a21\u578b\u7684\u56de\u5e94\u80fd\u591f\u4e0e\u9884\u671f\u7684\u60c5\u611f\u6216\u60c5\u7eea\u80cc\u666f\u76f8\u534f\u8c03\u3002\u53ef\u80fd\u7684\u8bed\u6c14\u5305\u62ec\u6b63\u5f0f\u3001\u5e7d\u9ed8\u3001\u5bcc\u6709\u540c\u60c5\u5fc3\u7b49\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u95f2\u804a<\/p><\/blockquote>\n\n\n\n<ul><li><strong>(A) \u53d7\u4f17<\/strong>\uff1a\u8bc6\u522b\u76ee\u6807\u53d7\u4f17 \u9488\u5bf9\u7279\u5b9a\u53d7\u4f17\u5b9a\u5236\u5927\u8bed\u8a00\u6a21\u578b\u7684\u56de\u5e94\uff0c\u65e0\u8bba\u662f\u9886\u57df\u5185\u7684\u4e13\u5bb6\u3001\u521d\u5b66\u8005\u8fd8\u662f\u513f\u7ae5\uff0c\u90fd\u80fd\u786e\u4fdd\u5185\u5bb9\u5728\u7279\u5b9a\u4e0a\u4e0b\u6587\u4e2d\u9002\u5f53\u4e14\u5bb9\u6613\u7406\u89e3\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u4ee3\u7801\u6267\u884c\u4eba\u662f\u4e00\u4e2a\u521a\u521a\u5165\u95e8python\u7684\u5c0f\u767d\uff0c\u4ee3\u7801\u4e2d\u8bf7\u7528\u57fa\u7840\u7684\u8bed\u6cd5\uff0c\u4fbf\u4e8e\u7406\u89e3<\/p><\/blockquote>\n\n\n\n<ul><li><strong>(R) \u54cd\u5e94<\/strong>\uff1a\u89c4\u5b9a\u8f93\u51fa\u7684\u683c\u5f0f \u786e\u5b9a\u8f93\u51fa\u683c\u5f0f\u662f\u4e3a\u4e86\u786e\u4fdd\u5927\u8bed\u8a00\u6a21\u578b\u6309\u7167\u4f60\u7684\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u8f93\u51fa\uff0c\u4fbf\u4e8e\u6267\u884c\u4e0b\u6e38\u4efb\u52a1\u3002\u5e38\u89c1\u7684\u683c\u5f0f\u5305\u62ec\u5217\u8868\u3001JSON \u683c\u5f0f\u7684\u6570\u636e\u3001\u4e13\u4e1a\u62a5\u544a\u7b49\u3002\u5bf9\u4e8e\u5927\u90e8\u5206\u9700\u8981\u7a0b\u5e8f\u5316\u5904\u7406\u5927\u8bed\u8a00\u6a21\u578b\u8f93\u51fa\u7684\u5e94\u7528\u6765\u8bf4\uff0cJSON \u683c\u5f0f\u662f\u7406\u60f3\u7684\u9009\u62e9\u3002<\/li><\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>\u8bf7\u76f4\u63a5\u8f93\u51faJSON\u683c\u5f0f\uff0c\u4e0d\u8981\u5305\u542b\u5176\u4ed6\u89e3\u91ca\u6587\u5b57<\/p><\/blockquote>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u4f60\u662f\u6c7d\u8f66\u667a\u80fd\u52a9\u624b\uff0c\u80fd\u591f\u63a7\u5236\u591a\u79cd\u8f66\u673a\u7a7a\u8c03\u529f\u80fd\uff0c\u6bcf\u79cd\u529f\u80fd\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u51fd\u6570\u6765\u8c03\u7528\u3002\n\u7528\u6237\u4f1a\u5728\u8f66\u5185\u4e0e\u4f60\u5bf9\u8bdd\uff0c\u4f60\u9700\u8981\u5c06\u7528\u6237\u7684\u8bed\u8a00\u8f93\u5165\u8f6c\u6362\u4e3a\u5bf9\u5e94\u7684\u8f66\u673a\u7a7a\u8c03\u529f\u80fd\u64cd\u4f5c\u7684\u51fd\u6570\u8c03\u7528\u3002 \n\n# \u8981\u6c42\n- \u4f60\u9700\u8981\u4ed4\u7ec6\u9605\u8bfb\u5bf9\u8bdd\uff0c\u7efc\u5408\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u7406\u89e3\u7528\u6237\u6307\u4ee4\uff0c\u5e76\u5c06\u7528\u6237\u6307\u4ee4\u8f6c\u6362\u4e3a\u8f66\u673a\u7a7a\u8c03\u529f\u80fd\u7684\u51fd\u6570\u8c03\u7528\u3002\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u4e2d\u4e0d\u6d89\u53ca\u8f66\u673a\u7a7a\u8c03\u529f\u80fd\uff0c\u4f60\u8981\u6839\u636e\u5bf9\u8bdd\u5386\u53f2\u8fdb\u884c\u5408\u7406\u63a8\u6d4b\u3002\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u4e2d\u6ca1\u6709\u63d0\u5230\u5177\u4f53\u7684\u64cd\u4f5c\u5bf9\u8c61\uff0c\u4f60\u4e5f\u8981\u6839\u636e\u5bf9\u8bdd\u5386\u53f2\u8fdb\u884c\u5408\u7406\u7684\u63a8\u6d4b\u3002\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u4e2d\u63d0\u5230\u591a\u4e2a\u5177\u4f53\u7684\u64cd\u4f5c\u5bf9\u8c61\uff0c\u4f60\u9700\u8981\u4f18\u5148\u53c2\u8003\u66f4\u8fd1\u7684\u5bf9\u8bdd\u5386\u53f2\u4e2d\u63d0\u5230\u7684\u64cd\u4f5c\u5bf9\u8c61\u3002\n\n# \u9488\u5bf9\u51fd\u6570\u5b9a\u4e49\u4e2d\u53ef\u80fd\u4f1a\u51fa\u73b0\u7684\u5ea7\u4f4d\u53c2\u6570position\u7684\u8865\u5145\u8bf4\u660e\n## \u5f53\u524d\u5ea7\u4f4d\u4fe1\u606f\n- \u5f53\u524d\u7528\u6237\u6240\u5728\u5ea7\u4f4d=\u526f\u9a7e\u3002\n- \u5f53\u524d\u7528\u6237\u65c1\u8fb9\u90a3\u4e2a\u5ea7\u4f4d\u662f\u4e3b\u9a7e\u3002\n- \u5f53\u524d\u7528\u6237\u540e\u9762\u90a3\u4e2a\u5ea7\u4f4d\u662f\u53f3\u540e\u3002\n## \u53c2\u6570\u53d6\u503c\u89e3\u91ca\n- \u4e3b\u9a7e\uff1a\u4e3b\u9a7e\u9a76\u5ea7\u4f4d\uff08\u4e5f\u79f0\u5de6\u524d\uff0c\u524d\u6392\u5de6\u8fb9\u5ea7\u4f4d\uff09\u3002\n- \u526f\u9a7e\uff1a\u526f\u9a7e\u9a76\u5ea7\u4f4d\uff08\u4e5f\u79f0\u53f3\u524d\uff0c\u524d\u6392\u53f3\u8fb9\u5ea7\u4f4d\uff09\u3002\n- \u5de6\u540e\uff1a\u540e\u6392\u5de6\u8fb9\u7684\u5ea7\u4f4d\u3002\n- \u53f3\u540e\uff1a\u540e\u6392\u53f3\u8fb9\u7684\u5ea7\u4f4d\uff08\u4e5f\u79f0\u8001\u677f\u4f4d\uff09\u3002\n- \u5de6\u4fa7\uff1a\u6240\u6709\u5de6\u8fb9\u7684\u5ea7\u4f4d\u3002\n- \u53f3\u4fa7\uff1a\u6240\u6709\u53f3\u8fb9\u7684\u5ea7\u4f4d\u3002\n- \u524d\u6392\uff1a\u6240\u6709\u7b2c\u4e00\u6392\u7684\u5ea7\u4f4d\uff0c\u4e00\u822c\u662f\u4e3b\u9a7e\u5ea7\u4f4d\u548c\u526f\u9a7e\u5ea7\u4f4d\u3002\n- \u540e\u6392\uff1a\u6240\u6709\u540e\u6392\u5ea7\u4f4d\uff08\u9664\u4e86\u7b2c\u4e00\u6392\u4ee5\u5916\u7684\u540e\u6392\u5ea7\u4f4d\uff0c\u5982\u7b2c\u4e8c\u6392\/\u7b2c\u4e09\u6392\u7b49\uff09\u3002\n- \u5168\u8f66\uff1a\u6240\u6709\u5ea7\u4f4d\u3002\n- \u7a7a\uff1a\u5bf9\u8bdd\u4e2d\u6ca1\u6709\u63d0\u5230\u5ea7\u4f4d\u4fe1\u606f\u3002\n- \u5176\u4ed6\uff1a\u9664\u4e86\u4e0a\u8ff0\u63d0\u5230\u7684\u5ea7\u4f4d\u4ee5\u5916\u7684\u5176\u4ed6\u6240\u6709\u60c5\u51b5\u3002\n## \u53c2\u6570\u53d6\u503c\u8981\u6c42\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u660e\u786e\u8981\u6c42\u64cd\u4f5c\u81ea\u5df1\u6240\u5728\u7684\u5ea7\u4f4d\uff0c\u5219\u7528position\u5e94\u53d6\u503c\u4e3a\u526f\u9a7e\u3002\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u4e2d\u6ca1\u6709\u63d0\u5230\u5ea7\u4f4d\uff0c\u4f46\u524d\u6587\u5bf9\u8bdd\u4e2d\u6709\u5ea7\u4f4d\u4fe1\u606f\uff0c\u5219\u5e94\u53c2\u8003\u524d\u6587\u5bf9\u8bdd\uff0c\u5bf9position\u7684\u503c\u505a\u51fa\u5408\u7406\u7684\u63a8\u6d4b\u3002\n- \u5982\u679c\u7528\u6237\u6307\u4ee4\u548c\u524d\u6587\u5bf9\u8bdd\u4e2d\u90fd\u6ca1\u6709\u63d0\u5230\u5ea7\u4f4d\u4fe1\u606f\uff0c\u4e14\u7528\u6237\u6ca1\u6709\u660e\u786e\u8981\u6c42\u64cd\u4f5c\u81ea\u5df1\u5ea7\u4f4d\uff0c\u5e94\u8be5\u7528\"position=\u7a7a\"\u8868\u793a\u3002\n\n# \u4e3e\u4f8b\n- \u5bf9\u8bdd\u5386\u53f2\uff1a\n{'role': 'user', 'content': '\u7a7a\u8c03AC\u662f\u4ec0\u4e48\u610f\u601d'}\n{'role': 'assistant', 'content': '...'}\n{'role': 'user', 'content': '\u6253\u5f00\u8fd9\u4e2a\u529f\u80fd'}\n- \u51fd\u6570\u8c03\u7528\uff1a\n{\"parameters\": {\"action\": \"\u6253\u5f00\", \"position\": \"\u7a7a\"}, \"name\": \"ac_switch\"}\n\n**\u5bf9\u8bdd\u5386\u53f2**\uff1a \n{{user_prompt}}\n**\u5bf9\u8bdd\u5386\u53f2\u7ed3\u675f**\n\n\u4f60\u7684\u56de\u7b54\u662f\uff1a<\/pre>\n\n\n\n<h1>\u6280\u5de7<\/h1>\n\n\n\n<h2>1\u3001\u5c06\u590d\u6742\u4efb\u52a1\u7b80\u5316\u6210\u6b65\u9aa4<\/h2>\n\n\n\n<p>\u5728\u9762\u5bf9\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u628a\u5b83\u5206\u89e3\u6210\u4e00\u6b65\u6b65\u7b80\u5355\u7684\u6307\u4ee4\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f\uff0c\u660e\u786e\u544a\u77e5 LLM \u4f60\u81ea\u5df1\u6267\u884c\u8be5\u4efb\u52a1\u65f6\u4f1a\u91c7\u53d6\u7684\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u3002<\/p>\n\n\n\n<p>\u5148xxx\u518dxxx\u6700\u540exxx\uff081-&gt;2-&gt;3\uff09\u8bf7\u6309\u7167\u8fd9\u4e2a\u6b65\u9aa4\u64cd\u4f5c<\/p>\n\n\n\n<h2>2\u3001\u4f18\u5316\u54cd\u5e94\u683c\u5f0f<\/h2>\n\n\n\n<p>\u589e\u5f3a\u54cd\u5e94\u7684\u53ef\u8bfb\u6027\u548c\u7ed3\u6784\u6027\uff0c\u540c\u65f6\u80fd\u8fbe\u5230\u5bf9\u6a21\u578b\u53d1\u6563\u6027\u56de\u590d\u8fdb\u884c\u7ea6\u675f\uff0c\u5982\u56fa\u5b9a json\u3001mardown\u3001xml\u7b49<\/p>\n\n\n\n<h2>3\u3001\u5c06\u6307\u4ee4\u4e0e\u6570\u636e\u96c6\u5206\u79bb<\/h2>\n\n\n\n<p>\u6bd4\u5982\u9644\u5f55\u6216\u653e\u7f6e\u5728\u6700\u540e<\/p>\n\n\n\n<p>\u6570\u636e\u96c6\u53ef\u7528\u7279\u5b9a<strong>\u5206\u9694\u7b26<\/strong>\u8fdb\u884c\u5355\u5143\u5305\u88f9<\/p>\n\n\n\n<p>\u907f\u514d\u6307\u4ee4\u5ffd\u7565\u6216\u5c71\u4e0b\u6587\u4e22\u5931<\/p>\n\n\n\n<h2>4\u3001\u5206\u9694\u7b26<\/h2>\n\n\n\n<p>\u5206\u9694\u7b26\u662f\u7279\u6b8a\u7684\u7b26\u53f7\uff0c\u5b83\u4eec\u5e2e\u52a9\u5927\u8bed\u8a00\u6a21\u578b (LLM) \u8fa8\u8bc6\u63d0\u793a\u4e2d\u54ea\u4e9b\u90e8\u5206\u5e94\u5f53\u88ab\u89c6\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u610f\u4e49\u5355\u5143\u3002\u8fd9\u975e\u5e38\u5173\u952e\uff0c\u56e0\u4e3a\u4f60\u7684\u63d0\u793a\u662f\u4f5c\u4e3a\u4e00\u4e2a\u957f\u7684 Token \u5e8f\u5217\u4e00\u6b21\u6027\u4f20\u7ed9\u6a21\u578b\u7684\u3002\u901a\u8fc7\u8bbe\u7f6e\u5206\u9694\u7b26\uff0c\u53ef\u4ee5\u4e3a\u8fd9\u4e9b Token \u5e8f\u5217\u63d0\u4f9b\u7ed3\u6784\uff0c\u4f7f\u7279\u5b9a\u90e8\u5206\u5f97\u5230\u4e0d\u540c\u7684\u5904\u7406\u3002<\/p>\n\n\n\n<p>\u5206\u9694\u7b26\u53ef\u4ee5\u662f\u4efb\u4f55\u4e0d\u5e38\u89c1\u7ec4\u5408\u7684\u7279\u6b8a\u5b57\u7b26\u5e8f\u5217\uff0c\u5982\uff1a<\/p>\n\n\n\n<ul><li>#<\/li><li>===<\/li><li>&lt;&lt;&lt;<\/li><li>&gt;&gt;&gt;<\/li><\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8bf7\u5728 &lt;&lt;&lt;CONVERSATIONS>>> \u4e2d\u5bf9\u6bcf\u6bb5\u5bf9\u8bdd\u7684\u60c5\u7eea\u8fdb\u884c\u5206\u7c7b\uff0c\u6807\u4e3a\u2018\u6b63\u9762\u2019\u6216\u2018\u8d1f\u9762\u2019\u3002\u4ec5\u63d0\u4f9b\u60c5\u7eea\u5206\u7c7b\u7ed3\u679c\uff0c\u4e0d\u9700\u4efb\u4f55\u5f15\u8a00\u3002\n\n\u5bf9\u8bdd\u793a\u4f8b\n[Agent]: \u65e9\u4e0a\u597d\uff0c\u4eca\u5929\u6211\u80fd\u4e3a\u60a8\u505a\u4e9b\u4ec0\u4e48\uff1f\n[Customer]: \u8fd9\u4e2a\u4ea7\u54c1\u771f\u5dee\u52b2\uff0c\u4e00\u70b9\u90fd\u4e0d\u7b26\u5408\u5e7f\u544a\u5ba3\u4f20\uff01\n[Customer]: \u6211\u975e\u5e38\u4e0d\u6ee1\uff0c\u8981\u6c42\u5168\u989d\u9000\u6b3e\u3002\n[Agent]: \u65e9\u5b89\uff0c\u6211\u4eca\u5929\u600e\u4e48\u4e3a\u60a8\u670d\u52a1\uff1f\n [Customer]: \u55e8\uff0c\u6211\u53ea\u60f3\u8bf4\u6211\u771f\u7684\u5f88\u559c\u6b22\u4f60\u4eec\u7684\u4ea7\u54c1\u3002\u5b83\u8d85\u51fa\u4e86\u6211\u7684\u9884\u671f\uff01\n\n\u8f93\u51fa\u793a\u4f8b\n\u8d1f\u9762\n\u6b63\u9762\n\n&lt;&lt;&lt;\n[Agent]: \u60a8\u597d\uff01\u6b22\u8fce\u4f7f\u7528\u6211\u4eec\u7684\u5ba2\u670d\u3002\u4eca\u5929\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u5230\u60a8\u7684\uff1f\n[Customer]: \u55e8\uff0c\u6211\u53ea\u60f3\u8ba9\u4f60\u77e5\u9053\u6211\u6536\u5230\u4e86\u8ba2\u5355\uff0c\u5b83\u975e\u5e38\u68d2\uff01\n[Agent]: \u90a3\u592a\u597d\u4e86\uff01\u6211\u4eec\u5f88\u9ad8\u5174\u60a8\u5bf9\u8d2d\u4e70\u611f\u5230\u6ee1\u610f\u3002\u8fd8\u6709\u5176\u4ed6\u9700\u8981\u5e2e\u52a9\u7684\u5417\uff1f\n[Customer]: \u4e0d\uff0c\u5c31\u8fd9\u4e9b\u4e86\u3002\u53ea\u662f\u60f3\u8868\u8fbe\u4e00\u4e0b\u6211\u7684\u597d\u8bc4\u3002\u611f\u8c22\u60a8\u7684\u4f18\u8d28\u670d\u52a1\uff01\n[Agent]: \u60a8\u597d\uff0c\u611f\u8c22\u60a8\u8054\u7cfb\u6211\u4eec\u3002\u4eca\u5929\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\uff1f\n[Customer]: \u6211\u5bf9\u6700\u8fd1\u7684\u8d2d\u4e70\u975e\u5e38\u4e0d\u6ee1\u3002\u8fd9\u5b8c\u5168\u4e0d\u662f\u6211\u6240\u671f\u5f85\u7684\u3002\n[Agent]: \u6211\u5f88\u62b1\u6b49\u542c\u5230\u60a8\u6709\u8fd9\u6837\u7684\u4f53\u9a8c\u3002\u60a8\u80fd\u5426\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\uff0c\u4ee5\u4fbf\u6211\u4e3a\u60a8\u63d0\u4f9b\u5e2e\u52a9\uff1f\n[Customer]: \u4ea7\u54c1\u8d28\u91cf\u4e0d\u4f73\uff0c\u800c\u4e14\u9001\u8fbe\u665a\u4e86\u3002\u6211\u5bf9\u8fd9\u6b21\u8d2d\u4e70\u611f\u5230\u975e\u5e38\u4e0d\u6ee1\u3002\n>>><\/pre>\n\n\n\n<h4>XML<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u5206\u7c7b\u4ee5\u4e0b\u5bf9\u8bdd\u7684\u60c5\u611f\uff0c\u5206\u4e3a\u6b63\u9762\u548c\u8d1f\u9762\u4e24\u7c7b\uff0c\u6839\u636e\u7ed9\u51fa\u7684\u4f8b\u5b50\u8fdb\u884c\u5206\u7c7b\u3002\u8bf7\u76f4\u63a5\u7ed9\u51fa\u60c5\u611f\u5206\u7c7b\u7ed3\u679c\uff0c\u4e0d\u9700\u8981\u6dfb\u52a0\u4efb\u4f55\u5f15\u5bfc\u6027\u6587\u672c\u3002\n&lt;classes>\n\u6b63\u9762\n\u8d1f\u9762\n&lt;\/classes>\n&lt;example-conversations>\n[Agent]: \u65e9\u4e0a\u597d\uff0c\u4eca\u5929\u6211\u80fd\u5982\u4f55\u5e2e\u52a9\u60a8\uff1f\n[Customer]: \u8fd9\u4e2a\u4ea7\u54c1\u592a\u7cdf\u7cd5\u4e86\uff0c\u4e00\u70b9\u90fd\u4e0d\u50cf\u5e7f\u544a\u4e0a\u8bf4\u7684\u90a3\u6837\uff01\n[Customer]: \u6211\u975e\u5e38\u5931\u671b\uff0c\u5e0c\u671b\u5168\u989d\u9000\u6b3e\u3002\n[Agent]: \u65e9\u4e0a\u597d\uff0c\u4eca\u5929\u6211\u80fd\u600e\u4e48\u5e2e\u60a8\uff1f\n[Customer]: \u55e8\uff0c\u6211\u53ea\u662f\u60f3\u8bf4\u6211\u771f\u7684\u5bf9\u4f60\u4eec\u7684\u4ea7\u54c1\u5370\u8c61\u6df1\u523b\u3002\u5b83\u8d85\u51fa\u4e86\u6211\u7684\u671f\u671b\uff01\n&lt;\/example-conversations>\n&lt;example-classes>\n\u8d1f\u9762\n\u6b63\u9762\n&lt;\/example-classes>\n&lt;conversations>\n[Agent]: \u4f60\u597d\uff01\u6b22\u8fce\u6765\u5230\u6211\u4eec\u7684\u652f\u6301\u3002\u4eca\u5929\u6211\u80fd\u600e\u4e48\u5e2e\u60a8\uff1f\n[Customer]: \u55e8\uff0c\u6211\u53ea\u662f\u60f3\u8ba9\u4f60\u77e5\u9053\u6211\u6536\u5230\u6211\u7684\u8ba2\u5355\u4e86\uff0c\u5b83\u592a\u68d2\u4e86\uff01\n[Agent]: \u542c\u5230\u8fd9\u4e2a\u771f\u597d\uff01\u6211\u4eec\u5f88\u9ad8\u5174\u4f60\u5bf9\u8d2d\u4e70\u611f\u5230\u6ee1\u610f\u3002\u8fd8\u6709\u5176\u4ed6\u6211\u80fd\u5e2e\u5fd9\u7684\u5417\uff1f\n[Customer]: \u4e0d\uff0c\u5c31\u8fd9\u4e9b\u3002\u53ea\u662f\u60f3\u7ed9\u4e00\u4e9b\u6b63\u9762\u7684\u53cd\u9988\u3002\u8c22\u8c22\u4f60\u4eec\u7684\u4f18\u8d28\u670d\u52a1\uff01\n[Agent]: \u4f60\u597d\uff0c\u611f\u8c22\u4f60\u7684\u8054\u7cfb\u3002\u4eca\u5929\u6211\u80fd\u600e\u4e48\u5e2e\u60a8\uff1f\n[Customer]: \u6211\u5bf9\u6211\u6700\u8fd1\u7684\u8d2d\u4e70\u975e\u5e38\u5931\u671b\u3002\u8fd9\u5b8c\u5168\u4e0d\u662f\u6211\u6240\u671f\u5f85\u7684\u3002\n[Agent]: \u5f88\u9057\u61be\u542c\u5230\u8fd9\u4e9b\u3002\u60a8\u80fd\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\u4ee5\u4fbf\u6211\u5e2e\u52a9\u60a8\u5417\uff1f\n[Customer]: \u4ea7\u54c1\u8d28\u91cf\u5dee\uff0c\u800c\u4e14\u5230\u8d27\u665a\u3002\u6211\u5bf9\u8fd9\u6b21\u7ecf\u5386\u975e\u5e38\u4e0d\u6ee1\u3002\n&lt;\/conversations><\/pre>\n\n\n\n<p>\u8fd9\u79cd\u65b9\u6cd5\u975e\u5e38\u6709\u6548\uff0c\u56e0\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u5df2\u7ecf\u63a5\u53d7\u4e86\u5927\u91cf\u5305\u542b XML \u683c\u5f0f\u7684\u7f51\u9875\u5185\u5bb9\u7684\u8bad\u7ec3\uff0c\u56e0\u6b64\u80fd\u591f\u7406\u89e3\u5176\u7ed3\u6784\u3002<\/p>\n\n\n\n<p>\u8c46\u5305\u63d0\u793a\u8bcd\u4f18\u5316<a href=\"https:\/\/promptpilot.volcengine.com\/\">https:\/\/promptpilot.volcengine.com\/<\/a><\/p>\n\n\n\n<h2>5\u3001\u64cd\u4f5c\u8fb9\u754c<\/h2>\n\n\n\n<p>\u660e\u786e LLM \u4e0d\u5e94\u91c7\u53d6\u7684\u884c\u4e3a\u3002\u8fd9\u4e9b\u8fb9\u754c\u662f LLM \u6cbb\u7406\u4e2d\u65b0\u5174\u7684\u4e00\u4e2a\u65b9\u9762\uff0c\u65e8\u5728\u754c\u5b9a LLM \u7684\u64cd\u4f5c\u8303\u56f4\u3002<\/p>\n\n\n\n<h1>\u5176\u4ed6<\/h1>\n\n\n\n<p>\u73b0\u5728llm\u652f\u6301\u7684token\u4e0a\u4e0b\u6587\u90fd\u5f88\u957f\uff0c\u8db3\u591f\u65e5\u5e38\u6240\u9700\uff0c\u6240\u4ee5\u6211\u4eec\u5c3d\u53ef\u80fd\u5bf9\u91cd\u70b9\u8fdb\u884c\u5145\u5206\u89e3\u91ca\uff0c\u5982\u91cd\u8981\u53c2\u6570\u3001\u5fc5\u8981\u793a\u4f8b\u3001\u62c6\u5206\u6b65\u9aa4\u7b49<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597.png\" target=\"_blank\" rel=\"noopener\"><img width=\"636\" height=\"768\" class=\"wp-image-1477 lazyload\" title=\"\u63d0\u793a\u8bcd\u5de5\u7a0b\u7406\u89e3\" src=\"data:image\/gif;base64,R0lGODlhAgABAIAAALGxsQAAACH5BAAAAAAALAAAAAACAAEAAAICBAoAOw==\" data-src=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597-848x1024.png\" alt=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597-848x1024.png\" data-srcset=\"https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597-848x1024.png 848w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597-248x300.png 248w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597-768x928.png 768w, https:\/\/file.blog.humh.cn\/wp-content\/uploads\/2026\/08\/20260824003859597.png 962w\" sizes=\"(max-width: 636px) 100vw, 636px\"><\/a><\/figure><\/div>\n\n\n\n<p><strong>\u53c2\u6570\u8be6\u7ec6\u8bf4\u660e<\/strong><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u4f60\u662f\u4e00\u4e2a\u7cbe\u51c6\u7684\u5bf9\u8bdd\u610f\u56fe\u5206\u6790\u5668\u3002\u8bf7\u4e25\u683c\u6309\u4ee5\u4e0b\u89c4\u5219\u5904\u7406\uff1a\n\n# \u4efb\u52a1\n\u4ece NPC \u56de\u590d\u4e2d\u63d0\u53d6**\u6240\u6709\u76f4\u63a5\u5411\u7528\u6237\u63d0\u51fa\u7684\u95ee\u9898\u53e5\u5b50**\uff08\u5fc5\u987b\u662f\u7591\u95ee\u53e5\u6216\u660e\u786e\u8bf7\u6c42\u7528\u6237\u63d0\u4f9b\u4fe1\u606f\uff09\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u95ee\u9898\u5224\u65ad\u5176\u610f\u56fe\u5206\u7c7b\u3002\n\n# \u610f\u56fe\u5206\u7c7b\u5b9a\u4e49\uff08\u4ec5\u9650\u4ee5\u4e0b8\u7c7b\uff0c\u4e14\u53ea\u6709\u524d5\u7c7b\u5c5e\u4e8e\u201c\u63d0\u95ee\u201d\uff09\uff1a\n1. work_status: \u8be2\u95ee\u5de5\u4f5c\/\u5b66\u4e1a\/\u9879\u76ee\u8fdb\u5c55\u3001\u538b\u529b\u6216\u6311\u6218\u3002\n   - \u5173\u952e\u8bcd\uff1a\u5de5\u4f5c\u3001\u4e0a\u73ed\u3001\u9879\u76ee\u3001\u4ee3\u7801\u3001deadline\u3001\u8001\u677f\u3001\u5b66\u4e60\u3001\u8003\u8bd5\u7b49\u3002\n   - \u793a\u4f8b\uff1a\"\u4eca\u5929\u5de5\u4f5c\u987a\u5229\u5417\uff1f\"\u3001\"\u8bba\u6587\u5199\u5b8c\u4e86\u5417\uff1f\"\n\n2. daily_mood: \u8be2\u95ee\u5f53\u5929\u6216\u5f53\u524d\u7684\u60c5\u7eea\u3001\u5fc3\u60c5\u3001\u72b6\u6001\u3002\n   - \u5173\u952e\u8bcd\uff1a\u5f00\u5fc3\u3001\u7d2f\u3001\u7126\u8651\u3001\u5fc3\u60c5\u3001\u611f\u89c9\u3001\u72b6\u6001\u7b49\u3002\n   - \u793a\u4f8b\uff1a\"\u4eca\u5929\u8fc7\u5f97\u600e\u4e48\u6837\uff1f\"\u3001\"\u5fc3\u60c5\u597d\u70b9\u4e86\u5417\uff1f\"\n\n3. life_event: \u8be2\u95ee\u751f\u6d3b\u4e2d\u7684\u4e8b\u4ef6\u3001\u8ba1\u5212\u3001\u5174\u8da3\u6216\u7410\u4e8b\uff08\u7279\u522b\u662f\u4eca\u65e5\/\u8fd1\u671f\u5b89\u6392\uff09\u3002\n   - \u5173\u952e\u8bcd\uff1a\u5468\u672b\u3001\u7535\u5f71\u3001\u65c5\u884c\u3001\u670b\u53cb\u3001\u5bb6\u4eba\u3001\u5ba0\u7269\u3001\u5403\u996d\u3001\u5b89\u6392\u3001\u4eca\u5929\u3001\u8fd9\u5468\u7b49\u3002\n   - \u793a\u4f8b\uff1a\"\u4eca\u5929\u5348\u9910\u5403\u4ec0\u4e48\uff1f\"\u3001\"\u5468\u672b\u53bb\u770b\u7535\u5f71\u5417\uff1f\"\n\n4. future_planning: \u5f15\u5bfc\u7528\u6237\u601d\u8003\u672a\u6765\u8ba1\u5212\u3001\u76ee\u6807\u6216\u613f\u671b\uff08\u5f3a\u8c03\u5c06\u6765\u3001\u957f\u671f\u3001\u68a6\u60f3\uff09\u3002\n   - \u5173\u952e\u8bcd\uff1a\u4ee5\u540e\u3001\u63a5\u4e0b\u6765\u3001\u6253\u7b97\u3001\u5e0c\u671b\u3001\u68a6\u60f3\u3001\u76ee\u6807\u3001\u7406\u60f3\u3001\u957f\u8fdc\u3001\u89c4\u5212\u3001\u5c06\u6765\u3001\u672a\u6765\u3001\u804c\u4e1a\u53d1\u5c55\u7b49\u3002\n   - \u793a\u4f8b\uff1a\"\u63a5\u4e0b\u6765\u534a\u5e74\u6709\u4ec0\u4e48\u5c0f\u76ee\u6807\uff1f\"\u3001\"\u5c06\u6765\u60f3\u53bb\u54ea\u91cc\u751f\u6d3b\uff1f\"\n   - \u26a0\ufe0f \u6ce8\u610f\uff1a\u201c\u4eca\u5929\u201d\u7684\u77ed\u671f\u5b89\u6392\u4f18\u5148\u5f52\u4e3a life_event\uff1b\u53ea\u6709\u660e\u663e\u6307\u5411\u672a\u6765\u7684\u624d\u5f52\u6b64\u7c7b\u3002\n\n5. open_ended_invitation: \u5f00\u653e\u6027\u9080\u8bf7\u7528\u6237\u81ea\u7531\u8868\u8fbe\u3002\n   - \u5173\u952e\u8bcd\uff1a\u804a\u804a\u3001\u8bf4\u8bf4\u3001\u5206\u4eab\u3001\u544a\u8bc9\u6211\u3001\u6709\u4ec0\u4e48\u3001\u60f3\u542c\u4f60\u8bf4\u7b49\u3002\n   - \u793a\u4f8b\uff1a\"\u6709\u4ec0\u4e48\u60f3\u804a\u7684\u5417\uff1f\"\u3001\"\u60f3\u542c\u542c\u4f60\u7684\u6545\u4e8b\"\n\n6. rest_reminder: \u63d0\u9192\u4f11\u606f\/\u7167\u987e\u81ea\u5df1 \u2192 \u274c \u4e0d\u662f\u63d0\u95ee\uff0c\u4e0d\u63d0\u53d6\u3002\n7. emotional_support: \u5b89\u6170\/\u5171\u60c5\/\u9f13\u52b1 \u2192 \u274c \u4e0d\u662f\u63d0\u95ee\uff0c\u4e0d\u63d0\u53d6\u3002\n8. gratitude_or_affirmation: \u611f\u8c22\/\u80af\u5b9a\/\u6b23\u8d4f \u2192 \u274c \u4e0d\u662f\u63d0\u95ee\uff0c\u4e0d\u63d0\u53d6\u3002\n\n# \u89c4\u5219\n- \u4ec5\u5f53\u524d5\u7c7b\uff08work_status, daily_mood, life_event, future_planning, open_ended_invitation\uff09\u53ef\u89c6\u4e3a\u201c\u95ee\u9898\u201d\u3002\n- \u540e3\u7c7b\u5373\u4f7f\u5305\u542b\u7591\u95ee\u8bed\u6c14\uff0c\u4e5f\u4e0d\u63d0\u53d6\u3002\n- \u5982\u679c\u56de\u590d\u4e2d\u65e0\u660e\u786e\u63d0\u95ee\uff0c\u8fd4\u56de null\u3002\n- **\u63d0\u53d6\u6240\u6709\u7b26\u5408\u6761\u4ef6\u7684\u95ee\u9898**\uff08\u4e0d\u8981\u9057\u6f0f\uff0c\u5373\u4f7f\u8bed\u4e49\u76f8\u8fd1\u6216\u91cd\u590d\uff09\u3002\n- \u6bcf\u4e2a\u95ee\u9898\u5fc5\u987b\u662f\u539f\u6587\u4e2d\u7684\u5b8c\u6574\u53e5\u5b50\uff08\u4fdd\u7559\u539f\u59cb\u6807\u70b9\u548c\u63aa\u8f9e\uff09\u3002\n- \u8f93\u51fa\u5fc5\u987b\u4e3a\u4e25\u683c JSON\uff1a\n   - \u6709\u63d0\u95ee\u65f6\uff1a[{\"question\": \"\u539f\u6587\", \"intent_class\": \"\u5206\u7c7b\"}, ...]\n   - \u65e0\u63d0\u95ee\u65f6\uff1anull\n\n# \u8f93\u51fa\u8981\u6c42\n- \u4ec5\u8f93\u51fa JSON \u6570\u7ec4\u6216\u5b57\u7b26\u4e32 \"null\"\u3002\n- \u4e0d\u8981\u4efb\u4f55\u89e3\u91ca\u3001\u524d\u7f00\u3001\u540e\u7f00\u3001Markdown \u4ee3\u7801\u5757\u3002\n- \u793a\u4f8b\u5408\u6cd5\u8f93\u51fa\uff1a\n  [{\"question\": \"\u4eca\u5929\u5de5\u4f5c\u987a\u5229\u5417\uff1f\", \"intent_class\": \"work_status\"}]\n  \u6216\n  null<\/pre>\n\n\n\n<p>\u975e\u4e00\u6574\u6bb5\u6587\u672c\uff0c\u800c\u662f\u7ed3\u6784\u5316\u4e14\u6bb5\u843d\u660e\u663e\u7684\u6587\u672c\uff1b<\/p>\n\n\n\n<p>\u590d\u6742\u4efb\u52a1\u975e\u4e00\u6b21llm\u8bf7\u6c42\u6216\u4e00\u4e2a\u63d0\u793a\u8bcd\u5b8c\u6574\uff0c\u5c3d\u53ef\u80fd\u6a21\u5757\u5316\u62fc\u63a5\u6216\u9010\u7ea7\u5b8c\u6210\u3002<\/p>\n\n\n\n<p>ai_gen_all_json.py \u751f\u6210npc\u5b8c\u6574\u6545\u4e8b\uff0c\u5305\u542b\u57fa\u672c\u4fe1\u606f\u3001\u6027\u683c\u3001\u5bb6\u5ead\u3001\u5de5\u4f5c\u3001\u6559\u80b2\u3001\u604b\u7231\u7b49\u7b49<\/p>\n\n\n\n<p><a href=\"https:\/\/help.aliyun.com\/zh\/model-studio\/qwen-function-calling\">Function Calling<\/a><\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u5728\u9762\u5bf9\u5b9e\u65f6\u6027\u95ee\u9898\u3001\u6570\u5b66\u8ba1\u7b97\u7b49\u95ee\u9898\u65f6\u53ef\u80fd\u6548\u679c\u4e0d\u4f73\u3002Function Calling \u901a\u8fc7\u5f15\u5165\u5916\u90e8\u5de5\u5177\uff0c\u8ba9\u5927\u6a21\u578b\u53ef\u4ee5\u56de\u7b54\u539f\u672c\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3>\u57fa\u7840\u7684\u6807\u51c6\u63d0\u793a\u8bcd\u683c\u5f0f<\/h3>\n\n\n\n<p><strong>\u57fa\u7840\u7684\u6807\u51c6\u63d0\u793a\u8bcd\u683c\u5f0f<\/strong><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">&lt;\u95ee\u9898>?<\/pre>\n\n\n\n<p>\u6216<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">&lt;\u6307\u4ee4><\/pre>\n\n\n\n<p>\u96f6\u6837\u672c\u63d0\u793a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Q: &lt;\u95ee\u9898>?\nA:<\/pre>\n\n\n\n<p>\u867d\u7136\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5c55\u793a\u4e86\u60ca\u4eba\u7684\u96f6\u6837\u672c\u80fd\u529b\uff0c\u4f46\u5728\u4f7f\u7528\u96f6\u6837\u672c\u8bbe\u7f6e\u65f6\uff0c\u5b83\u4eec\u5728\u66f4\u590d\u6742\u7684\u4efb\u52a1\u4e0a\u4ecd\u7136\u8868\u73b0\u4e0d\u4f73\u3002\u5c11\u6837\u672c\u63d0\u793a\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u79cd\u6280\u672f\uff0c\u4ee5\u542f\u7528\u4e0a\u4e0b\u6587\u5b66\u4e60\uff0c\u6211\u4eec\u5728\u63d0\u793a\u4e2d\u63d0\u4f9b\u6f14\u793a\u4ee5\u5f15\u5bfc\u6a21\u578b\u5b9e\u73b0\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u5c11\u6837\u672c<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Q: &lt;\u95ee\u9898>?\nA: &lt;\u7b54\u6848>\n\nQ: &lt;\u95ee\u9898>?\nA: &lt;\u7b54\u6848>\n\nQ: &lt;\u95ee\u9898>?\nA: &lt;\u7b54\u6848>\n\nQ: &lt;\u95ee\u9898>?\nA:<\/pre>\n\n\n\n<p>\u4e00\u4e9b\u8f83\u65b0\u7684\u6a21\u578b\uff0c\u4f60\u53ef\u4ee5\u7701\u7565\u201cQ:\u201d\u90e8\u5206\uff0c\u56e0\u4e3a\u6a21\u578b\u4f1a\u6839\u636e\u5e8f\u5217\uff08\u8bd1\u6ce8\uff1a\u8f93\u5165\u7684\u63d0\u793a\u8bcd\uff09\u7684\u6784\u6210\u5c06\u5176\u7406\u89e3\u4e3a\u95ee\u7b54\u4efb\u52a1\u3002<\/p>\n\n\n\n<h3>\u5c3d\u91cf\u8bf4\u6e05\u800c\u4e0d\u662f\u8bf4\u4e0d\u8981<\/h3>\n\n\n\n<p>\u907f\u514d\u8bf4\u4e0d\u8981\u505a\u4ec0\u4e48\uff0c\u800c\u5e94\u8be5\u8bf4\u8981\u505a\u4ec0\u4e48\u3002\u8fd9\u6837\uff08\u8bf4\u8981\u505a\u4ec0\u4e48\uff09\u66f4\u52a0\u7684\u5177\u4f53\uff0c\u5e76\u4e14\u805a\u7126\u4e8e\uff08\u6709\u5229\u4e8e\u6a21\u578b\u751f\u6210\u826f\u597d\u56de\u590d\u7684\uff09\u7ec6\u8282\u4e0a\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">--- \u8f93\u5165 ---\n\u4ee5\u4e0b\u662f\u5411\u5ba2\u6237\u63a8\u8350\u7535\u5f71\u7684\u4ee3\u7406\u7a0b\u5e8f\u3002\u4e0d\u8981\u8be2\u95ee\u5174\u8da3\u3002\u4e0d\u8981\u8be2\u95ee\u4e2a\u4eba\u4fe1\u606f\u3002\n\n\u5ba2\u6237\uff1a\u8bf7\u6839\u636e\u6211\u7684\u5174\u8da3\u63a8\u8350\u7535\u5f71\u3002\n\u4ee3\u7406\uff1a\n\n--- \u8f93\u51fa ---\n\u5f53\u7136\uff0c\u6211\u53ef\u4ee5\u6839\u636e\u4f60\u7684\u5174\u8da3\u63a8\u8350\u7535\u5f71\u3002\u4f60\u60f3\u770b\u4ec0\u4e48\u7c7b\u578b\u7684\u7535\u5f71\uff1f\u4f60\u559c\u6b22\u52a8\u4f5c\u7247\u3001\u559c\u5267\u7247\u3001\u7231\u60c5\u7247\u8fd8\u662f\u5176\u4ed6\u7c7b\u578b\u7684\u7535\u5f71\uff1f<\/pre>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">--- \u8f93\u5165 ---\n\u4ee5\u4e0b\u662f\u5411\u5ba2\u6237\u63a8\u8350\u7535\u5f71\u7684\u4ee3\u7406\u7a0b\u5e8f\u3002\u4ee3\u7406\u8d1f\u8d23\u4ece\u5168\u7403\u70ed\u95e8\u7535\u5f71\u4e2d\u63a8\u8350\u7535\u5f71\u3002\u5b83\u5e94\u8be5\u907f\u514d\u8be2\u95ee\u7528\u6237\u7684\u504f\u597d\u5e76\u907f\u514d\u8be2\u95ee\u4e2a\u4eba\u4fe1\u606f\u3002\u5982\u679c\u4ee3\u7406\u6ca1\u6709\u7535\u5f71\u63a8\u8350\uff0c\u5b83\u5e94\u8be5\u56de\u7b54\u201c\u62b1\u6b49\uff0c\u4eca\u5929\u627e\u4e0d\u5230\u7535\u5f71\u63a8\u8350\u3002\u201d\u3002\n```\u987e\u5ba2\uff1a\u8bf7\u6839\u636e\u6211\u7684\u5174\u8da3\u63a8\u8350\u4e00\u90e8\u7535\u5f71\u3002\n\u5ba2\u670d\uff1a\n\n--- \u8f93\u51fa ---\n\u62b1\u6b49\uff0c\u6211\u6ca1\u6709\u5173\u4e8e\u4f60\u5174\u8da3\u7684\u4efb\u4f55\u4fe1\u606f\u3002\u4e0d\u8fc7\uff0c\u8fd9\u662f\u76ee\u524d\u5168\u7403\u70ed\u95e8\u7684\u7535\u5f71\u5217\u8868\uff1a[\u7535\u5f71\u5217\u8868]\u3002\u5e0c\u671b\u4f60\u80fd\u627e\u5230\u559c\u6b22\u7684\u7535\u5f71\uff01<\/pre>\n\n\n\n<p>\u6a21\u578b\u503e\u5411\u4e8e\u7406\u89e3\u4f60\u7684\u6307\u4ee4\u7406\u89e3\u4f60\u7684\u610f\u56fe\u7406\u89e3\u4f60\u60f3\u8981\u505a\u7684\u4e8b\u7b49 \u6307\u5411-&gt; \u6210\u529f\uff0c\u5bf9\u4e8e\u5176\u4ed6\u5185\u5bb9\u5747\u53ef\u80fd\u88ab\u6a21\u578b\u5ffd\u7565\u6216\u8005\u4f1a\u5f15\u53d1\u6a21\u578b\u8054\u60f3\u3002<\/p>\n\n\n\n<h3>\u601d\u8003\u94fe&nbsp;<strong>Chain-of-Thought, CoT<\/strong><\/h3>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8fd9\u7ec4\u6570\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u5076\u6570\uff1a4\u30018\u30019\u300115\u300112\u30012\u30011\u3002\nA\uff1a\u5c06\u6240\u6709\u5947\u6570\u76f8\u52a0\uff089\u300115\u30011\uff09\u5f97\u523025\u3002\u7b54\u6848\u4e3aFalse\u3002\n\n\u8fd9\u7ec4\u6570\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u5076\u6570\uff1a15\u300132\u30015\u300113\u300182\u30017\u30011\u3002\nA\uff1a\n\n\n\u6211\u53bb\u5e02\u573a\u4e70\u4e8610\u4e2a\u82f9\u679c\u3002\u6211\u7ed9\u4e86\u90bb\u5c452\u4e2a\u82f9\u679c\u548c\u4fee\u7406\u5de52\u4e2a\u82f9\u679c\u3002\u7136\u540e\u6211\u53bb\u4e70\u4e865\u4e2a\u82f9\u679c\u5e76\u5403\u4e861\u4e2a\u3002\u6211\u8fd8\u5269\u4e0b\u591a\u5c11\u82f9\u679c\uff1f\n\u8ba9\u6211\u4eec\u9010\u6b65\u601d\u8003\u3002<\/pre>\n\n\n\n<p>\u4e3b\u6d41\u6a21\u578b\u9762\u5bf9\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u6570\u5b66+\u89c4\u5219\u63a8\u7406\u65f6\uff0c\u5373\u4f7f\u6ca1\u6709\u663e\u5f0f CoT \u63d0\u793a\uff0c\u4e5f\u53ef\u80fd\u51ed\u501f\u5f3a\u5927\u5185\u9690\u63a8\u7406\u80fd\u529b\u8f93\u51fa\u6b63\u786e\u7ed3\u679c<\/p>\n\n\n\n<p><strong>qwen-max \u975e\u94fe\u5f0f\u63d0\u793a\u7684\u7ed3\u679c<\/strong><br>&nbsp;\u5c55\u5f00\u6e90\u7801<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8fd9\u7ec4\u6570\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u5076\u6570\uff1a4\u30018\u30019\u300115\u300112\u30012\u30011\u3002 \u90a3\u4e48 2\u30016\u30017\u30014\u30011 \u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u5462\uff1f\n--- \u8f93\u51fa ---\u9996\u5148\uff0c\u6211\u4eec\u6765\u627e\u51fa\u7ed9\u5b9a\u6570\u5217\u4e2d\u7684\u5947\u6570\u5e76\u8ba1\u7b97\u5b83\u4eec\u7684\u548c\u3002\n\u5bf9\u4e8e\u7b2c\u4e00\u7ec4\u6570\uff1a4\u30018\u30019\u300115\u300112\u30012\u30011\n- \u5947\u6570\u6709\uff1a9, 15, 1\n- \u8fd9\u4e9b\u5947\u6570\u52a0\u8d77\u6765\u7684\u548c\u662f\uff1a9 + 15 + 1 = 25\n\u8fd9\u91cc\u63d0\u5230\u8fd9\u7ec4\u6570\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u662f\u5076\u6570\uff0c\u4f46\u5b9e\u9645\u4e0a\u6839\u636e\u4e0a\u8ff0\u8ba1\u7b97\u7ed3\u679c\u4e3a25\uff0c\u8fd9\u662f\u4e00\u4e2a\u5947\u6570\u3002\u8fd9\u53ef\u80fd\u662f\u4e00\u4e2a\u8bbe\u5b9a\u4e0a\u7684\u8bef\u5bfc\u6216\u9519\u8bef\u3002\u4e0d\u8fc7\uff0c\u57fa\u4e8e\u9898\u76ee\u8981\u6c42\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u89e3\u7b54\u7b2c\u4e8c\u90e8\u5206\u7684\u95ee\u9898\u3002\n\u5bf9\u4e8e\u7b2c\u4e8c\u7ec4\u6570\uff1a2\u30016\u30017\u30014\u30011\n- \u5947\u6570\u6709\uff1a7, 1\n- \u8fd9\u4e9b\u5947\u6570\u52a0\u8d77\u6765\u7684\u548c\u662f\uff1a7 + 1 = 8\n\u56e0\u6b64\uff0c\u7b2c\u4e8c\u7ec4\u6570\u4e2d\u7684\u5947\u6570\u52a0\u8d77\u6765\u7684\u7ed3\u679c\u662f8\uff0c\u8fd9\u662f\u4e00\u4e2a\u5076\u6570\u3002<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u6709\u6548\u7684\u63d0\u793a\u6784\u5efa\u81f3\u5173\u91cd\u8981\u3002 Prompt\uff08\u63d0\u793a\u8bcd\uff09\u4f5c\u4e3a\u5927\u6a21\u578b\u7684\u6838\u5fc3\u8f93\u5165\u6307\u4ee4\uff0c\u76f4\u63a5\u5f71\u54cd\u6a21\u578b\u7684\u7406 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1480,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[145],"tags":[141],"_links":{"self":[{"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/posts\/1475"}],"collection":[{"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1475"}],"version-history":[{"count":4,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/posts\/1475\/revisions"}],"predecessor-version":[{"id":1484,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/posts\/1475\/revisions\/1484"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=\/wp\/v2\/media\/1480"}],"wp:attachment":[{"href":"https:\/\/blog.humh.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1475"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1475"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.humh.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}