{"id":21089,"date":"2026-07-29T21:30:21","date_gmt":"2026-07-29T13:30:21","guid":{"rendered":"https:\/\/92it.top\/?p=21089"},"modified":"2026-07-29T21:30:21","modified_gmt":"2026-07-29T13:30:21","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-%e4%bc%81%e4%b8%9a%e7%ba%a7-ai-%e5%ba%94%e7%94%a8%e5%a6%82%e4%bd%95%e6%b2%bb%e7%90%86%e5%b9%bb","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=21089","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014 \u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u5982\u4f55\u6cbb\u7406\u5e7b\u89c9"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u9762\u8bd5 AI \u5e94\u7528\u65b9\u5411\u5019\u9009\u4eba\u65f6\uff0c\u6211\u5e38\u95ee\u4e00\u4e2a\u95ee\u9898\uff1a\u5f53\u4f60\u7684 AI \u5e94\u7528\u5f00\u59cb\u4ea7\u751f\u5e7b\u89c9\uff0c\u4f60\u600e\u4e48\u529e\uff1f<\/p>\n\n\n\n<p>\u5927\u591a\u6570\u4eba\u7684\u56de\u7b54\u90fd\u5f88\u6807\u51c6 \u2014\u2014 \u4f18\u5316\u4e00\u4e0b Prompt\uff0c\u6216\u8005\u6362\u4e2a\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u518d\u8ffd\u95ee\u4e00\u6b65\uff1a\u5982\u679c\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u4e0d\u7ba1\u7528\u5462\uff1f\u6bd4\u5982\u4e00\u4e2a\u63a5\u5165\u4e86\u516c\u53f8\u6570\u636e\u5e93\u7684\u6570\u636e\u5206\u6790\u52a9\u624b\uff0c\u5b83\u8df3\u8fc7\u67e5\u8be2\u6b65\u9aa4\uff0c\u7f16\u9020\u4e86\u4e00\u4efd\u770b\u8d77\u6765\u5f88\u5408\u7406\u7684\u9500\u552e\u6570\u636e\u56fe\u8868\uff0c\u5e76\u5f97\u51fa\u4e86\u9519\u8bef\u7ed3\u8bba\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cPrompt \u8c03\u4f18\u662f\u6ca1\u7528\u7684\u3002<\/p>\n\n\n\n<p>\u80fd\u4ece\u7cfb\u7edf\u5c42\u9762\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\u7684\u4eba\uff0c\u5176\u5b9e\u5e76\u4e0d\u591a\uff01<\/p>\n\n\n\n<p>\u8fd9\u9053\u9898\u80fd\u533a\u5206\u8c03\u53c2\u719f\u7ec3\u5de5\u548c\u771f\u6b63\u505a\u8fc7\u751f\u4ea7 AI \u5e94\u7528\u7684\u3002\u8003\u7684\u4e0d\u662f\u5e7b\u89c9\u8fd9\u4e2a\u6982\u5ff5\u4f60\u719f\u4e0d\u719f\uff0c\u800c\u662f\u4f60\u6709\u6ca1\u6709\u4e00\u5957\u5de5\u7a0b\u5316\u7684\u6cbb\u7406\u601d\u8def \u2014\u2014 \u628a\u4e00\u4e2a\u672c\u8d28\u4e0a\u4e0d\u53ef\u9760\u7684\u5927\u6a21\u578b\uff0c\u6539\u9020\u6210\u7b26\u5408\u4f01\u4e1a\u5bb9\u9519\u6807\u51c6\u7684\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u54b1\u6765\u4e00\u8d77\u804a\u804a\u5927\u5382\u662f\u600e\u4e48\u6784\u5efa &#8220;\u4e09\u5c42\u9632\u5fa1\u4f53\u7cfb&#8221; \u6765\u505a\u5168\u94fe\u8def\u5e7b\u89c9\u6cbb\u7406\u7684\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001\u4f01\u4e1a\u7ea7 AI \u5e94\u7528\u7684\u5e7b\u89c9\uff0c\u4e3a\u4ec0\u4e48\u4ec5\u4ec5\u4f18\u5316 Prompt \u548c\u5347\u7ea7\u6a21\u578b\u662f\u4e0d\u591f\u7684\uff1f\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5728\u6df1\u5165\u63a2\u8ba8\u89e3\u51b3\u65b9\u6848\u4e4b\u524d\uff0c\u6211\u4eec\u5fc5\u987b\u5148\u77e5\u9053 \u2014\u2014 \u4ec0\u4e48\u662f\u5e7b\u89c9\uff08Hallucination\uff09\uff1f<\/p>\n\n\n\n<p>\u7b80\u5355\u8bf4\uff0c\u5c31\u662f AI \u751f\u6210\u4e86\u4e0e\u4e8b\u5b9e\u4e0d\u7b26\u3001\u65e0\u4e2d\u751f\u6709\u3001\u6216\u4e0e\u5176\u5df2\u77e5\u4fe1\u606f\u76f8\u77db\u76fe\u7684\u5185\u5bb9\uff0c\u4f46\u5b83\u81ea\u5df1\u5374\u575a\u4fe1\u4e0d\u7591\uff0c\u5e76\u4ee5\u4e00\u79cd\u975e\u5e38\u81ea\u4fe1\u7684\u8bed\u6c14\u5448\u73b0\u51fa\u6765\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u4e00\u4e2a\u5177\u4f53\u7684\u3001\u4ee4\u4eba\u557c\u7b11\u7686\u975e\u7684\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<ul>\n<li>\u4f60\u95ee\u516c\u53f8\u7684\u667a\u80fd HR \u52a9\u624b\uff1a\u201c\u6211\u4eec\u516c\u53f8\u7684\u5e74\u5047\u653f\u7b56\u662f\u4ec0\u4e48\uff1f\u201d<\/li>\n\n\n\n<li>AI \u81ea\u4fe1\u5730\u56de\u7b54\uff1a\u201c\u6839\u636e\u516c\u53f8\u89c4\u5b9a\uff0c\u6240\u6709\u5458\u5de5\u6bcf\u5e74\u4eab\u6709 15 \u5929\u5e26\u85aa\u5e74\u5047\uff0c\u5e76\u4e14\u6bcf\u5de5\u4f5c\u6ee1\u4e00\u5e74\uff0c\u989d\u5916\u589e\u52a0 1 \u5929\uff0c\u4e0a\u9650\u4e3a 20 \u5929\u3002\u201d<\/li>\n\n\n\n<li>\u4f60\u5174\u9ad8\u91c7\u70c8\u5730\u53bb\u8ddf HR \u786e\u8ba4\uff0c\u7ed3\u679c\u53d1\u73b0\uff0c\u516c\u53f8\u7684\u771f\u5b9e\u653f\u7b56\u662f\uff1a\u5165\u804c\u6ee1\u4e00\u5e74\u624d\u6709 5 \u5929\u5e74\u5047\uff0c\u4e4b\u540e\u6bcf\u6ee1\u4e00\u5e74\u52a0 1 \u5929\uff0c\u4e0a\u9650\u662f 10 \u5929\u3002AI \u7ed9\u51fa\u7684\uff0c\u662f\u4e00\u4e2a\u5b83\u81ea\u5df1\u5e7b\u60f3\u4e2d\u7684\u7248\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u5c31\u662f\u5178\u578b\u7684\u5e7b\u89c9\u3002\u5bf9\u4e8e\u4e2a\u4eba\u5a31\u4e50\u5e94\u7528\u6765\u8bf4\uff0c\u8fd9\u53ef\u80fd\u53ea\u662f\u4e2a\u7b11\u8bdd\u3002\u4f46\u5728\u4f01\u4e1a\u7ea7\u5e94\u7528\u4e2d\uff0c\u8fd9\u79cd\u5e7b\u89c9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4e25\u91cd\u7684\u4e1a\u52a1\u635f\u5931\u3001\u6cd5\u5f8b\u98ce\u9669\u548c\u5ba2\u6237\u4fe1\u4efb\u5371\u673a\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"849\" height=\"1024\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-849x1024.png\" alt=\"\" class=\"wp-image-21092\" style=\"width:468px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-849x1024.png 849w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-249x300.png 249w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-768x927.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-830x1001.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-230x278.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-350x422.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110-480x579.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-110.png 1036w\" sizes=\"(max-width: 849px) 100vw, 849px\" \/><\/figure><\/div>\n\n\n<p>\u4e3a\u4ec0\u4e48\u7b80\u5355\u7684 \u201c\u4f18\u5316 Prompt\u201d \u548c \u201c\u6362\u6a21\u578b\u201d \u65e0\u6cd5\u6839\u6cbb\u8fd9\u4e9b\u95ee\u9898\uff1f<\/p>\n\n\n\n<ul>\n<li><strong>\u4f18\u5316 Prompt<\/strong>\uff1a\u5728 Prompt \u91cc\u52a0\u4e0a\u4e00\u53e5 \u201c\u4e0d\u77e5\u9053\u5c31\u8bf4\u4e0d\u77e5\u9053\u201d\uff0c\u786e\u5b9e\u80fd\u51cf\u5c11\u4e00\u90e8\u5206\u5e7b\u89c9\u3002\u4f46\u8fd9\u5c31\u50cf\u7ed9\u4e00\u4e2a\u7231\u5e7b\u60f3\u7684\u4eba\u8d34\u4e86\u4e2a\u4fbf\u7b7e\uff0c\u63d0\u9192\u4ed6\u522b\u778e\u60f3\u3002\u4ed6\u53ef\u80fd\u5728\u67d0\u4e9b\u65f6\u5019\u4f1a\u6536\u655b\uff0c\u4f46\u5728\u4fe1\u606f\u4e0d\u8db3\u6216\u9762\u5bf9\u590d\u6742\u63a8\u7406\u65f6\uff0c\u4ed6\u81ea\u7531\u53d1\u6325\u7684\u672c\u80fd\u8fd8\u662f\u4f1a\u5192\u51fa\u6765\u3002Prompt \u7684\u7ea6\u675f\u529b\uff0c\u6709\u660e\u663e\u7684\u4e0a\u9650\u3002<\/li>\n\n\n\n<li><strong>\u6362\u66f4\u5f3a\u7684\u6a21\u578b<\/strong>\uff1a\u786e\u5b9e\uff0c\u66f4\u5f3a\u5927\u7684\u6a21\u578b\uff08\u5982 GPT-5.3, Claude 4\uff09\u5728\u4e8b\u5b9e\u6027\u65b9\u9762\u7684\u8868\u73b0\u66f4\u597d\uff0c\u5e7b\u89c9\u7387\u66f4\u4f4e\u3002\u4f46\u8fd9\u53ea\u662f\u964d\u4f4e\u4e86\u5e7b\u89c9\u53d1\u751f\u7684\u6982\u7387\uff0c\u5e76\u6ca1\u6709\u4ece\u673a\u5236\u4e0a\u675c\u7edd\u5e7b\u89c9\u3002\u628a\u7cfb\u7edf\u7684\u53ef\u9760\u6027\uff0c\u5b8c\u5168\u5bc4\u5e0c\u671b\u4e8e\u4e00\u4e2a\u4f60\u65e0\u6cd5\u63a7\u5236\u7684\u9ed1\u76d2\u6a21\u578b\u4e0a\uff0c\u8fd9\u5728\u4e25\u8083\u7684\u5de5\u7a0b\u9886\u57df\u662f\u7edd\u5bf9\u4e0d\u53ef\u63a5\u53d7\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u4ee5\uff0c\u8d44\u6df1\u7684 AI \u5de5\u7a0b\u5e08\u90fd\u660e\u767d\u4e00\u4e2a\u9053\u7406\uff1a\u6cbb\u7406\u5e7b\u89c9\uff0c\u7edd\u4e0d\u80fd\u53ea\u76ef\u7740\u6a21\u578b\u672c\u8eab\uff0c\u800c\u5fc5\u987b\u642d\u5efa\u4e00\u5957\u8986\u76d6 \u201c\u8f93\u5165 \u2192 \u6267\u884c \u2192 \u8f93\u51fa\u201d \u5168\u94fe\u8def\u7684\u5de5\u7a0b\u9632\u5fa1\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001\u4e09\u5c42\u9632\u5fa1\u4f53\u7cfb\uff1a\u5168\u94fe\u8def\u538b\u7f29\u6a21\u578b\u7684\u5e7b\u89c9\u7a7a\u95f4 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e00\u4e2a\u4e13\u4e1a\u7684\u5e7b\u89c9\u6cbb\u7406\u65b9\u6848\uff0c\u5c31\u50cf\u5efa\u7acb\u4e00\u5957\u7eb5\u6df1\u9632\u5fa1\u4f53\u7cfb\u3002\u5b83\u4e0d\u662f\u5355\u4e00\u7684\u57ce\u5899\uff0c\u800c\u662f\u7531\u4e09\u9053\u9632\u7ebf\u7ec4\u6210\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u7b2c\u4e00\u5c42\u9632\u5fa1\uff1a\u8f93\u5165\u4fa7\u951a\u5b9a\uff08Input Anchoring\uff09<\/strong>\u3002\u4ece\u6e90\u5934\u51cf\u5c11 AI \u7f16\u9020\u7684\u52a8\u673a\u548c\u7a7a\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e8c\u5c42\u9632\u5fa1\uff1a\u6267\u884c\u5c42\u6821\u9a8c\uff08Execution Verification\uff09<\/strong>\u3002\u786e\u4fdd AI \u7684\u6bcf\u4e00\u6b65\u884c\u52a8\u90fd\u6709\u636e\u53ef\u67e5\uff0c\u675c\u7edd\u6697\u7bb1\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e09\u5c42\u9632\u5fa1\uff1a\u8f93\u51fa\u4fa7\u515c\u5e95\uff08Output Guardrails\uff09<\/strong>\u3002\u5728\u4fe1\u606f\u6d41\u51fa\u524d\u7684\u6700\u540e\u4e00\u523b\u8fdb\u884c\u62e6\u622a\u548c\u4fee\u6b63\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u7528\u4e00\u4e2a\u6848\u4f8b\uff0c\u6765\u8be6\u7ec6\u62c6\u89e3\u8fd9\u4e09\u9053\u9632\u7ebf\u662f\u5982\u4f55\u6784\u5efa\u548c\u8fd0\u4f5c\u7684\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u6848\u4f8b\u4e3b\u89d2\uff1a\u4e00\u4e2a\u540d\u4e3a \u201c\u6570\u667a\u6d1e\u5bdf\u201d \u7684\u4f01\u4e1a\u7ea7 AI \u6570\u636e\u5206\u6790\u52a9\u624b\u3002<\/p>\n\n\n\n<p>\u201c\u6570\u667a\u6d1e\u5bdf\u201d \u88ab\u96c6\u6210\u5230\u4e86\u516c\u53f8\u5185\u90e8\u7684 BI \u7cfb\u7edf\u4e2d\u3002\u9500\u552e\u603b\u76d1\u674e\u603b\uff0c\u53ef\u4ee5\u50cf\u804a\u5929\u4e00\u6837\u5411\u5b83\u63d0\u95ee\uff0c\u8ba9\u5b83\u4ece\u516c\u53f8\u7684\u9500\u552e\u6570\u636e\u5e93\uff08\u4e00\u4e2a\u5e9e\u5927\u7684 PostgreSQL \u6570\u636e\u5e93\uff09\u4e2d\u67e5\u8be2\u6570\u636e\u3001\u751f\u6210\u62a5\u8868\u3001\u5e76\u7ed9\u51fa\u5206\u6790\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p>\u674e\u603b\u5411\u5b83\u63d0\u4e86\u4e00\u4e2a\u95ee\u9898\uff1a\u201c\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\uff0c\u4e0a\u4e2a\u5b63\u5ea6\u534e\u4e1c\u5927\u533a\u667a\u80fd\u97f3\u7bb1\u8fd9\u4e2a\u54c1\u7c7b\u7684\u9500\u552e\u989d\uff0c\u5e76\u548c\u53bb\u5e74\u540c\u671f\u505a\u4e2a\u5bf9\u6bd4\uff0c\u770b\u770b\u589e\u957f\u8d8b\u52bf\u5982\u4f55\u3002\u201d<\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u770b\u770b\u4e00\u4e2a\u6ca1\u6709\u4e09\u5c42\u9632\u5fa1\u4f53\u7cfb\u7684\u88f8\u5954\u7248 AI \u5e94\u7528\uff0c\u548c\u4e00\u4e2a\u62e5\u6709\u4e09\u5c42\u9632\u5fa1\u4f53\u7cfb\u7684 AI \u5e94\u7528\uff0c\u5728\u5904\u7406\u8fd9\u4e2a\u4efb\u52a1\u65f6\u4f1a\u6709\u4ec0\u4e48\u533a\u522b\uff1a<\/p>\n\n\n\n<p><strong>\ud83d\udd392.1 \u7b2c\u4e00\u5c42\u9632\u5fa1\uff1a\u8f93\u5165\u4fa7\u951a\u5b9a \u2014\u2014 \u4ece\u6e90\u5934\u51cf\u5c11\u7f16\u9020\u7a7a\u95f4<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u5e7b\u89c9\u7684\u6839\u6e90\uff0c\u662f AI \u5728\u4fe1\u606f\u4e0d\u8db3\u3001\u6216\u8005\u95ee\u9898\u8d85\u51fa\u5176\u80fd\u529b\u8303\u56f4\u65f6\u800c\u5f3a\u884c\u4f5c\u7b54\uff08\u4e3a\u4e86\u4e0d\u8ba9\u7528\u6237\u5931\u671b\uff09\u3002<\/p>\n\n\n\n<p><strong>\u88f8\u5954\u7248 AI \u7684\u884c\u4e3a\uff1a<\/strong><\/p>\n\n\n\n<p>\u5b83\u770b\u5230 \u201c\u534e\u4e1c\u5927\u533a\u201d\u3001\u201c\u667a\u80fd\u97f3\u7bb1\u201d\u3001\u201c\u9500\u552e\u989d\u201d \u8fd9\u4e9b\u5173\u952e\u8bcd\uff0c\u53ef\u80fd\u90fd\u6ca1\u6709\u53bb\u8fde\u63a5\u6570\u636e\u5e93\uff0c\u5c31\u76f4\u63a5\u51ed\u501f\u5b83\u5728\u8bad\u7ec3\u6570\u636e\u91cc\u5b66\u5230\u7684\u3001\u5173\u4e8e \u201c\u4e00\u822c\u6d88\u8d39\u7535\u5b50\u4ea7\u54c1\u201d \u7684\u6a21\u7cca\u5370\u8c61\uff0c\u5f00\u59cb\u7f16\u6545\u4e8b\u4e86\uff1a<\/p>\n\n\n\n<p>\u201c\u4e0a\u4e2a\u5b63\u5ea6\u534e\u4e1c\u5927\u533a\u667a\u80fd\u97f3\u7bb1\u9500\u552e\u989d\u8868\u73b0\u5f3a\u52b2\uff0c\u7ea6\u4e3a 5000 \u4e07\u4eba\u6c11\u5e01\uff0c\u73af\u6bd4\u589e\u957f 15%\u3002\u5bf9\u6bd4\u53bb\u5e74\u540c\u671f\u7684 4200 \u4e07\uff0c\u540c\u6bd4\u589e\u957f\u7ea6 19%\u3002\u4e3b\u8981\u7684\u589e\u957f\u52a8\u529b\u6765\u81ea\u4e8e\u6211\u4eec\u5728\u4e0a\u6d77\u548c\u676d\u5dde\u7684\u65b0\u96f6\u552e\u6e20\u9053\u6269\u5f20\u2026\u2026\u201d<\/p>\n\n\n\n<p>\u542c\u8d77\u6765\u662f\u4e0d\u662f\u5934\u5934\u662f\u9053\uff1f\u4f46\u6bcf\u4e00\u4e2a\u6570\u5b57\uff0c\u90fd\u662f\u5b83\u51ed\u7a7a\u634f\u9020\u7684\u3002<\/p>\n\n\n\n<p><strong>\u4e13\u4e1a\u7248 AI \u7684\u884c\u4e3a\uff08\u8f93\u5165\u4fa7\u951a\u5b9a\uff09\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u4e13\u4e1a\u7248 AI \u7684\u7cfb\u7edf\u91cc\uff0c\u6211\u4eec\u90e8\u7f72\u4e86\u4e24\u5927\u6838\u5fc3\u673a\u5236\uff1a\u5f3a\u5236\u4e8b\u5b9e\u68c0\u7d22\u548c\u80fd\u529b\u8fb9\u754c\u58f0\u660e\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"932\" height=\"512\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111.png\" alt=\"\" class=\"wp-image-21093\" style=\"width:476px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111.png 932w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-300x165.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-768x422.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-830x456.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-230x126.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-350x192.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-111-480x264.png 480w\" sizes=\"(max-width: 932px) 100vw, 932px\" \/><\/figure><\/div>\n\n\n<p>\u5728\u6211\u4eec\u7684\u6848\u4f8b\u4e2d\uff0c\u8fd9\u4e2a\u68c0\u7d22\u52a8\u4f5c\u5177\u4f53\u662f\uff1a<\/p>\n\n\n\n<ol>\n<li>\u8fde\u63a5\u6570\u636e\u5e93\uff0c\u67e5\u8be2 <code>information_schema<\/code>\u3002\u8fd9\u662f\u4e00\u4e2a\u6807\u51c6\u7684\u6570\u636e\u5e93\u5143\u6570\u636e\u89c6\u56fe\uff0c\u91cc\u9762\u5305\u542b\u4e86\u6240\u6709\u8868\u3001\u6240\u6709\u5217\u7684\u540d\u79f0\u548c\u6ce8\u91ca\u3002<\/li>\n\n\n\n<li>\u5c06\u67e5\u8be2\u5230\u7684\u8868\u7ed3\u6784\u548c\u5b57\u6bb5\u6ce8\u91ca\uff0c\u52a8\u6001\u5730\u3001\u5f3a\u5236\u6027\u5730\u6ce8\u5165\u5230\u53d1\u7ed9 LLM \u7684 Prompt \u7684\u6700\u524d\u9762\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6240\u4ee5\uff0c\u53d1\u9001\u7ed9 LLM \u7684\u6700\u7ec8 Prompt\uff0c\u770b\u8d77\u6765\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># CONTEXT: DATABASE SCHEMA<br>\u4f60\u73b0\u5728\u53ef\u4ee5\u8bbf\u95ee\u4e00\u4e2a\u540d\u4e3a 'sales_data' \u7684\u6570\u636e\u5e93\u3002\u4ee5\u4e0b\u662f\u4f60\u53ef\u4ee5\u67e5\u8be2\u7684\u8868\u548c\u5b57\u6bb5\u7684\u8be6\u7ec6\u4fe1\u606f\uff1a<br><br>- \u8868\u540d: 'quarterly_sales'<br>  - \u5b57\u6bb5: 'product_id' (INT) - \u4ea7\u54c1ID<br>  - \u5b57\u6bb5: 'product_name' (VARCHAR) - \u4ea7\u54c1\u540d\u79f0, \u4f8b\u5982 '\u667a\u80fd\u97f3\u7bb1', '\u667a\u80fd\u624b\u8868'<br>  - \u5b57\u6bb5: 'region' (VARCHAR) - \u9500\u552e\u5927\u533a, \u4f8b\u5982 '\u534e\u4e1c\u5927\u533a', '\u534e\u5357\u5927\u533a'<br>  - \u5b57\u6bb5: 'quarter' (VARCHAR) - \u5b63\u5ea6, \u683c\u5f0f\u5982 '2024-Q2'<br>  - \u5b57\u6bb5: 'sales_amount' (DECIMAL) - \u9500\u552e\u989d (\u4eba\u6c11\u5e01\u4e07\u5143)<br>  - \u5b57\u6bb5: 'units_sold' (INT) - \u9500\u552e\u6570\u91cf<br><br># TASK:<br>\u4f60\u7684\u4efb\u52a1\u662f\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u3002\u5728\u56de\u7b54\u4e4b\u524d\uff0c\u4f60\u5fc5\u987b\u5148\u751f\u6210\u4e00\u4e2a\u6216\u591a\u4e2a SQL \u67e5\u8be2\u8bed\u53e5\u6765\u83b7\u53d6\u5fc5\u8981\u7684\u6570\u636e\u3002\u4e25\u7981\u5728\u6ca1\u6709\u771f\u5b9e\u6570\u636e\u652f\u6491\u7684\u60c5\u51b5\u4e0b\uff0c\u76f4\u63a5\u7ed9\u51fa\u4efb\u4f55\u6570\u5b57\u6216\u7ed3\u8bba\u3002<br><br># USER QUESTION<br>\u7528\u6237\u95ee\u9898\u662f: \u201c\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\uff0c\u4e0a\u4e2a\u5b63\u5ea6\u534e\u4e1c\u5927\u533a\u2018\u667a\u80fd\u97f3\u7bb1\u2019\u8fd9\u4e2a\u54c1\u7c7b\u7684\u9500\u552e\u989d\uff0c\u5e76\u548c\u53bb\u5e74\u540c\u671f\u505a\u4e2a\u5bf9\u6bd4\uff0c\u770b\u770b\u589e\u957f\u8d8b\u52bf\u5982\u4f55\u3002\u201d<\/pre>\n\n\n\n<p>\u770b\u5230\u533a\u522b\u4e86\u5417\uff1f<\/p>\n\n\n\n<p>\u88f8\u5954\u7248 AI \u62ff\u5230\u7684\u662f\u4e00\u4e2a\u5f00\u653e\u6027\u95ee\u9898\uff0c\u800c\u4e13\u4e1a\u7248 AI \u62ff\u5230\u7684\u662f\u4e00\u4e2a\u88ab\u4e8b\u5b9e\u951a\u5b9a\u7684\u3001\u6709\u660e\u786e\u64cd\u4f5c\u6307\u5357\u7684\u5c01\u95ed\u6027\u4efb\u52a1\u3002\u5b83\u88ab\u660e\u786e\u544a\u77e5\u4e86\u4e16\u754c\u7684\u8fb9\u754c\uff08\u53ea\u6709\u8fd9\u4e9b\u8868\u548c\u5b57\u6bb5\uff09\uff0c\u4ee5\u53ca\u884c\u52a8\u7684\u51c6\u5219\uff08\u5fc5\u987b\u5148\u5199 SQL\uff09\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u4e00\u6765\uff0c\u5b83\u80e1\u4e71\u7f16\u9020\u53c2\u6570\u548c\u7ed3\u8bba\u7684\u7a7a\u95f4\uff0c\u4ece\u6e90\u5934\u4e0a\u5c31\u88ab\u6781\u5927\u5730\u538b\u7f29\u4e86\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.2 \u7b2c\u4e8c\u5c42\u9632\u5fa1\uff1a\u6267\u884c\u5c42\u6821\u9a8c \u2014\u2014 \u751f\u6210\u8fc7\u7a0b\u7ed1\u5b9a\u771f\u5b9e\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u8f93\u5165\u4fa7\u7684\u951a\u5b9a\uff0c\u4fdd\u8bc1\u4e86 AI \u77e5\u9053\u5e94\u8be5\u5e72\u4ec0\u4e48\u3002\u4f46\u5b83\u4f1a\u4e0d\u4f1a\u5077\u61d2\u6216\u8005\u6492\u8c0e\uff0c\u5047\u88c5\u81ea\u5df1\u5e72\u4e86\uff0c\u4f46\u5b9e\u9645\u4e0a\u6ca1\u5e72\u5462\uff1f<\/p>\n\n\n\n<p>\u4f1a\u7684\u3002\u8fd9\u5728 Agent \u7684\u5de5\u5177\u8c03\u7528\u73af\u8282\uff0c\u662f\u4e00\u79cd\u975e\u5e38\u9690\u853d\u4e14\u5371\u9669\u7684\u5e7b\u89c9\u3002<\/p>\n\n\n\n<p><strong>\u88f8\u5954\u7248 AI \u7684\u884c\u4e3a\uff1a<\/strong><\/p>\n\n\n\n<p>\u5b83\u53ef\u80fd\u6b63\u786e\u5730\u751f\u6210\u4e86 SQL \u67e5\u8be2\u8bed\u53e5\uff0c\u4f46\u63a5\u4e0b\u6765\uff0c\u5b83\u53ef\u80fd\u5e76\u6ca1\u6709\u771f\u7684\u53bb\u6267\u884c\u8fd9\u4e2a\u67e5\u8be2\u3002\u800c\u662f\u8df3\u8fc7\u6267\u884c\u6b65\u9aa4\uff0c\u76f4\u63a5\u7f16\u9020\u4e86\u4e00\u4e2a\u770b\u8d77\u6765\u975e\u5e38\u5408\u7406\u7684\u67e5\u8be2\u7ed3\u679c\uff0c\u7136\u540e\u57fa\u4e8e\u8fd9\u4e2a\u5047\u7ed3\u679c\uff0c\u751f\u6210\u4e86\u5206\u6790\u62a5\u544a\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u662f\u9ed1\u76d2\u7684\uff0c\u4ed6\u770b\u5230\u4e86 SQL\uff0c\u4e5f\u770b\u5230\u4e86\u7ed3\u679c\uff0c\u4ed6\u4f1a\u8ba4\u4e3a\u7ed3\u679c\u5c31\u662f SQL \u6267\u884c\u5f97\u6765\u7684\uff0c\u5c31\u8fd9\u6837\u88ab AI Agent \u7ed9\u5ffd\u60a0\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u4e13\u4e1a\u7248 AI \u7684\u884c\u4e3a\uff08\u6267\u884c\u5c42\u6821\u9a8c\uff09\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728\u4e13\u4e1a\u7248 AI \u7684\u7cfb\u7edf\u91cc\uff0c\u6211\u4eec\u90e8\u7f72\u4e86\u4e24\u4e2a\u76d1\u5de5\u673a\u5236\uff1a\u5de5\u5177\u7ed3\u679c\u5f3a\u5236\u7ed1\u5b9a\u548c\u4e2d\u95f4\u6b65\u9aa4\u7559\u75d5\u5ba1\u8ba1\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-1024x577.png\" alt=\"\" class=\"wp-image-21094\" style=\"width:438px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-1024x577.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-300x169.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-768x432.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-830x467.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-230x130.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-350x197.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112-480x270.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-112.png 1094w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<ul>\n<li><strong>1. \u5de5\u5177\u7ed3\u679c\u5f3a\u5236\u7ed1\u5b9a<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>\u6838\u5fc3\u539f\u5219\uff1a\u5de5\u5177\u7684\u8fd4\u56de\u7ed3\u679c\uff0c\u4f18\u5148\u7ea7\u6c38\u8fdc\u9ad8\u4e8e\u6a21\u578b\u7684\u81ea\u7531\u63a8\u7406\u3002<\/strong><\/p>\n\n\n\n<p>LLM 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