{"id":20923,"date":"2026-07-03T09:00:30","date_gmt":"2026-07-03T01:00:30","guid":{"rendered":"https:\/\/92it.top\/?p=20923"},"modified":"2026-07-03T09:00:30","modified_gmt":"2026-07-03T01:00:30","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-agent-%e6%8a%80%e8%83%bd%e5%a4%aa%e5%a4%9a%ef%bc%8c%e5%a6%82%e4%bd%95%e6%8f%90%e5%8d%87-skills","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=20923","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014Agent \u6280\u80fd\u592a\u591a\uff0c\u5982\u4f55\u63d0\u5347 Skills \u7684\u547d\u4e2d\u7387\uff1f"},"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>\u7ecf\u5e38\u73a9 Agent \u7684\u670b\u53cb\u4eec\u90fd\u6709\u4f53\u4f1a\uff1aAgent \u6280\u80fd\u4e00\u591a\u5c31\u53d8\u50bb\uff1f\u5bf9\uff0c\u6211\u4e5f\u8e29\u8fc7\u8fd9\u4e2a\u5751\u2026\u2026<\/p>\n\n\n\n<p>\u4e8b\u60c5\u662f\u8fd9\u6837\u7684\uff0c\u6211\u7ed9\u6211\u7684 Agent \u914d\u4e86\u5341\u51e0\u4e2a\u6280\u80fd\uff0c\u4e00\u5f00\u59cb\u5b83\u8d3c\u806a\u660e\uff0c\u8bf4\u5206\u6790\u6570\u636e\u5c31\u5206\u6790\u6570\u636e\uff0c\u8bf4\u5199\u62a5\u544a\u5c31\u5199\u62a5\u544a\uff0c\u6307\u54ea\u6253\u54ea\u3002\u6211\u5f53\u65f6\u771f\u89c9\u5f97\u81ea\u5df1\u79bb\u76ee\u6807\u4e0d\u8fdc\u4e86\u3002<\/p>\n\n\n\n<p>\u7136\u540e\u3002\u3002\u3002\u5c31\u7ffb\u8f66\u4e86\u3002<\/p>\n\n\n\n<p>\u6280\u80fd\u52a0\u5230\u4e03\u516b\u5341\u4e2a\u4e4b\u540e\uff0c\u5b83\u5f00\u59cb\u4e71\u6765\u3002\u8ba9\u5b83\u67e5\u4e2a\u6570\u636e\uff0c\u5b83\u8dd1\u53bb\u8c03\u7528\u5199\u4f5c\u6280\u80fd\uff1b\u660e\u660e\u65c1\u8fb9\u5c31\u653e\u7740\u4e00\u4e2a\u5b8c\u7f8e\u80fd\u7528\u7684\u5de5\u5177\uff0c\u5b83\u88c5\u6ca1\u770b\u89c1\uff0c\u8ddf\u6211\u8bf4\u505a\u4e0d\u5230\u3002\u6211\u71ac\u4e86\u597d\u51e0\u4e2a\u5927\u901a\u5bb5\u53bb\u8c03 prompt\uff0c\u5c41\u7528\u6ca1\u6709\u3002<\/p>\n\n\n\n<p>\u540e\u6765\u6211\u624d\u641e\u660e\u767d\u4e00\u4e2a\u4e8b\uff1aAgent \u6ca1\u53d8\u7b28\u3002\u662f\u6280\u80fd\u592a\u591a\u4e86\uff0c\u5bfc\u81f4 Agent \u8ff7\u8def\u4e86\u3002<\/p>\n\n\n\n<ul>\n<li>\u5341\u51e0\u4e2a\u6280\u80fd\u7684\u65f6\u5019\uff0c\u5b83\u5c31\u662f\u505a\u9009\u62e9\u9898\uff0c\u7784\u4e00\u773c\u5c31\u77e5\u9053\u8be5\u62ff\u54ea\u4e2a\u3002<\/li>\n\n\n\n<li>\u4e0a\u767e\u4e2a\u6280\u80fd\u7684\u65f6\u5019\uff0c\u5b83\u662f\u5728\u4e00\u4e2a\u5de8\u5927\u7684\u4ed3\u5e93\u91cc\u7ffb\u4e00\u4e2a\u81ea\u5df1\u90fd\u8bb0\u4e0d\u6e05\u957f\u4ec0\u4e48\u6837\u7684\u4e1c\u897f\u3002\u8fd9\u5df2\u7ecf\u4e0d\u662f\u9009\u62e9\u9898\u4e86\uff0c\u662f\u68c0\u7d22\u95ee\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u800c\u4e14\u8fd9\u4e8b\u513f\u5728\u9762\u8bd5\u91cc\u4e5f\u5e38\u88ab\u95ee\u5230\uff1a\u6280\u80fd\u592a\u591a\u600e\u4e48\u4fdd\u547d\u4e2d\u7387\uff1f<\/p>\n\n\n\n<p>\u6211\u8bd5\u4e86\u5f88\u591a\u529e\u6cd5\uff0c\u8e29\u4e86\u5f88\u591a\u5751\uff0c\u6700\u540e\u603b\u7ed3\u4e86\u5728\u4e0d\u540c\u60c5\u51b5\u4e0b\u7684 4 \u79cd\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u5206\u4eab\u7ed9\u5927\u5bb6\uff1a<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e00\u3001\u65b9\u6cd5\u4e00\uff1a\u7ed9\u6280\u80fd\u5199\u4e00\u4efd \u201c\u6c42\u804c\u7b80\u5386\u201d\uff0c\u800c\u4e0d\u662f \u201c\u529f\u80fd\u8bf4\u660e\u201d\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5f88\u591a\u5f00\u53d1\u8005\u5728\u63d0\u5347\u547d\u4e2d\u7387\u65f6\uff0c\u90fd\u8d70\u9519\u4e86\u65b9\u5411\u3002\u4ed6\u4eec\u628a 90% \u7684\u7cbe\u529b\u90fd\u82b1\u5728\u4e86\u4f18\u5316\u6bcf\u4e2a\u6280\u80fd\u5185\u90e8\u7684\u6267\u884c\u903b\u8f91\u548c Prompt \u4e0a\uff0c\u5374\u5ffd\u7565\u4e86\u6700\u6700\u5173\u952e\u7684\u4e00\u73af \u2014\u2014<strong>\u6280\u80fd\u7684 name \u548c description<\/strong>\u3002<\/p>\n\n\n\n<p>\u600e\u4e48\u8bf4\u5462\uff1f\u8fd9\u5c31\u50cf\u662f\u4e00\u4e2a\u516c\u53f8\u7684 HR\uff0c\u624b\u4e0a\u6709 100 \u4efd\u7b80\u5386\u3002\u5982\u679c\u4f60\u53ea\u770b\u7b80\u5386\u7684\u6b63\u6587\uff0c\u90a3\u5f97\u7d2f\u6b7b\u3002\u4f60\u80af\u5b9a\u4f1a\u5148\u5feb\u901f\u6d4f\u89c8\u6bcf\u4efd\u7b80\u5386\u7684 \u201c\u59d3\u540d\u201d \u548c \u201c\u6c42\u804c\u610f\u5411 \/ \u6838\u5fc3\u4f18\u52bf\u201d\uff0c\u5bf9\u5427\uff1f<\/p>\n\n\n\n<p>\u5bf9\u4e8e AI Agent \u6765\u8bf4\uff0c\u6280\u80fd\u7684\u540d\u79f0\u548c\u63cf\u8ff0\uff0c\u5c31\u662f\u8fd9\u4efd\u7b80\u5386\u7684 \u201c\u59d3\u540d\u201d \u548c \u201c\u6c42\u804c\u610f\u5411\u201d\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u8981\u5f15\u5165 Anthropic \u63d0\u51fa\u7684\u6838\u5fc3\u601d\u60f3\uff0c\u53eb\u505a<strong>\u6e10\u8fdb\u5f0f\u62ab\u9732\uff08Progressive Disclosure\uff09<\/strong>\u3002\u5b83\u7684\u610f\u601d\u662f\uff0cAI \u5728\u9009\u62e9\u6280\u80fd\u65f6\uff0c\u5e76\u4e0d\u4f1a\u50bb\u4e86\u5427\u5527\u5730\u628a\u4e0a\u767e\u4e2a\u6280\u80fd\u7684\u5b8c\u6574\u4ee3\u7801\u548c Prompt \u5168\u90e8\u8bfb\u4e00\u904d\uff08\u90a3\u6837\u4e0a\u4e0b\u6587\u7a97\u53e3\u65e9\u5c31\u5b87\u5b99\u5927\u7206\u70b8\u4e86\uff09\u3002\u5b83\u7684\u5de5\u4f5c\u6d41\u7a0b\u662f\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u7b2c\u4e00\u8f6e\u7b5b\u9009\uff08\u6d4f\u89c8\u7b80\u5386\u6807\u9898\uff09<\/strong>\uff1aAI \u9996\u5148\u53ea\u8bfb\u53d6\u6240\u6709\u6280\u80fd\u7684\u540d\u79f0\u548c\u63cf\u8ff0\uff0c\u5f62\u6210\u4e00\u4e2a \u201c\u5019\u9009\u6e05\u5355\u201d\u3002<\/li>\n\n\n\n<li><strong>\u7b2c\u4e8c\u8f6e\u7cbe\u8bfb\uff08\u8be6\u8bfb\u7b80\u5386\u5185\u5bb9\uff09<\/strong>\uff1a\u7136\u540e\uff0c\u5b83\u4ece\u8fd9\u4e2a\u5019\u9009\u6e05\u5355\u91cc\uff0c\u6311\u51fa\u51e0\u4e2a\u6700\u6709\u53ef\u80fd\u7684\uff0c\u518d\u52a0\u8f7d\u5b83\u4eec\u7684\u5b8c\u6574\u5185\u5bb9\u8fdb\u884c\u6700\u7ec8\u5224\u65ad\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6240\u4ee5\u4f60\u770b\uff0c\u5982\u679c\u4f60\u7684\u6280\u80fd\u63cf\u8ff0\u5199\u5f97\u4e00\u584c\u7cca\u6d82\uff0c\u5b83\u5728\u7b2c\u4e00\u8f6e\u7b5b\u9009\u65f6\u5c31\u4f1a\u88ab pass \u6389\uff0c\u65e0\u8bba\u4f60\u5185\u90e8\u7684 Prompt \u5199\u5f97\u591a\u4e48\u4f18\u79c0\uff0cAI \u6839\u672c\u6ca1\u673a\u4f1a\u770b\u5230\uff01<\/p>\n\n\n\n<p><strong>\u3010\u9519\u8bef\u793a\u8303 &amp; \u75db\u70b9\u5206\u6790\u3011<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u4eba\u7684\u63cf\u8ff0\u90fd\u662f\u529f\u80fd\u6027\u7684\uff0c\u975e\u5e38\u6a21\u7cca\uff0c\u6bd4\u5982\uff1a<\/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=\"\">name: \"data_analyzer\"\ndescription: \"\u4e00\u4e2a\u6570\u636e\u5206\u6790\u52a9\u624b\u3002\"\n\nname: \"ppt_generator\"\ndescription: \"\u7528\u4e8e\u751f\u6210PPT\u3002\"\n\nname: \"code_expert\"\ndescription: \"\u4ee3\u7801\u5904\u7406\u4e13\u5bb6\u3002\"<\/pre>\n\n\n\n<p>\u5f53\u4f60\u53ea\u6709\u4e09\u4e94\u4e2a\u6280\u80fd\u65f6\uff0c\u8fd9\u6ca1\u95ee\u9898\u3002\u4f46\u5f53\u4f60\u6709 10 \u4e2a\u4e0d\u540c\u7684<strong>\u6570\u636e\u5206\u6790\u6280\u80fd<\/strong>\uff08\u4e00\u4e2a\u8d1f\u8d23\u6e05\u6d17\u3001\u4e00\u4e2a\u8d1f\u8d23\u53ef\u89c6\u5316\u3001\u4e00\u4e2a\u8d1f\u8d23\u5efa\u6a21\u578b\uff09\uff0c20 \u4e2a\u4e0d\u540c\u7684\u4ee3\u7801\u6280\u80fd\u65f6\uff0cAI \u770b\u5230\u8fd9\u4e9b\u63cf\u8ff0\uff0c\u5185\u5fc3\u662f\u5d29\u6e83\u7684\uff1a\u201c\u5927\u54e5\uff0c\u90fd\u662f\u4e13\u5bb6\uff0c\u6211\u5230\u5e95\u8be5\u8bf7\u54ea\u4f4d\u554a\uff1f\uff01\u201d<\/p>\n\n\n\n<p><strong>\u3010\u6b63\u786e\u505a\u6cd5 &amp; \u6838\u5fc3\u5fc3\u6cd5\u3011<\/strong><\/p>\n\n\n\n<p>\ud83d\udca1 \u4e0d\u8981\u53ea\u5199\u8fd9\u4e2a\u6280\u80fd \u201c\u662f\u4ec0\u4e48\u201d\uff0c\u8981\u91cd\u70b9\u5199 \u201c\u4ec0\u4e48\u65f6\u5019\u5e94\u8be5\u7528\u5b83\u201d\u3002\u628a\u529f\u80fd\u63cf\u8ff0\uff0c\u5347\u7ea7\u4e3a\u573a\u666f\u63cf\u8ff0\u3002<\/p>\n\n\n\n<p>\u56e0\u4e3a AI \u5728\u505a<strong>\u6280\u80fd\u8def\u7531<\/strong>\u65f6\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u505a\u7528\u6237\u610f\u56fe\u548c\u6280\u80fd\u63cf\u8ff0\u4e4b\u95f4\u7684\u8bed\u4e49\u5339\u914d\u3002\u4f60\u7684\u573a\u666f\u63cf\u8ff0\u5f97\u8d8a\u5177\u4f53\u3001\u8d8a\u4e30\u5bcc\uff0c\u8bed\u4e49\u7684\u94a9\u5b50\u5c31\u8d8a\u591a\uff0c\u5c31\u8d8a\u5bb9\u6613\u88ab AI \u7cbe\u51c6\u5730\u9493\u8d77\u6765\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4f18\u5316\u524d\u540e\u5bf9\u6bd4\u3011<\/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=\"\">\u4f18\u5316\u524d (Before):\nname: \"ppt_generator\"\ndescription: \"\u8d1f\u8d23\u751f\u6210 PPT\u3002\"\n\n\u4f18\u5316\u540e (After)\nname: \"presentation_creator_for_business_scenarios\"\ndescription: \"\u5f53\u7528\u6237\u8981\u6c42\u5236\u4f5c\u5546\u4e1a\u6f14\u793a\u6587\u7a3f\u3001\u9879\u76ee\u6c47\u62a5\u6750\u6599\u3001\u5b63\u5ea6\u603b\u7ed3\u3001\u4ea7\u54c1\u53d1\u5e03\u4f1a\u5e7b\u706f\u7247\u6216\u878d\u8d44\u8def\u6f14 PPT \u65f6\uff0c\u4f7f\u7528\u6b64\u6280\u80fd\u3002\u5b83\u64c5\u957f\u5904\u7406\u5305\u542b\u56fe\u8868\u3001\u6570\u636e\u548c\u5546\u4e1a\u89c2\u70b9\u7684\u7ed3\u6784\u5316\u5185\u5bb9\u3002\"<\/pre>\n\n\n\n<p>\u518d\u6765\u4e00\u4e2a\u4f8b\u5b50\uff1a<\/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=\"\">\u4f18\u5316\u524d (Before)\nname: \"sql_writer\"\ndescription: \"SQL \u7f16\u5199\u5de5\u5177\u3002\"\n\n\u4f18\u5316\u540e (After)\nname: \"database_query_generator_sql\"\ndescription: \"\u5f53\u7528\u6237\u9700\u8981\u4ece\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u3001\u7b5b\u9009\u3001\u805a\u5408\u6216\u63d0\u53d6\u6570\u636e\u65f6\uff0c\u4f7f\u7528\u6b64\u6280\u80fd\u6765\u751f\u6210 SQL \u67e5\u8be2\u8bed\u53e5\u3002\u4f8b\u5982\uff1a\u2018\u5e2e\u6211\u67e5\u4e00\u4e0b\u4e0a\u4e2a\u6708\u9500\u91cf\u6700\u9ad8\u7684\u524d 10 \u4e2a\u5546\u54c1\u2019\u6216\u2018\u7edf\u8ba1\u6bcf\u4e2a\u90e8\u95e8\u7684\u5e73\u5747\u5de5\u8d44\u2019\u3002\"<\/pre>\n\n\n\n<p>\u770b\u5230\u4e86\u5417\uff1f\u4f18\u5316\u540e\u7684\u63cf\u8ff0\uff0c\u5305\u542b\u4e86\u5927\u91cf\u7684<strong>\u89e6\u53d1\u5173\u952e\u8bcd<\/strong>\uff08\u6c47\u62a5\u6750\u6599\u3001\u878d\u8d44\u8def\u6f14\u3001\u67e5\u8be2\u3001\u7b5b\u9009\u3001\u7edf\u8ba1\uff09\u548c\u5177\u4f53\u7684\u4f8b\u5b50\u3002\u5f53\u7528\u6237\u7684\u63d0\u95ee\u4e2d\u5305\u542b\u4e86\u8fd9\u4e9b\u8bcd\u6216\u76f8\u4f3c\u7684\u8bed\u4e49\u65f6\uff0c\u8fd9\u4e2a\u6280\u80fd\u88ab\u547d\u4e2d\u7684\u6982\u7387\u5c31\u4f1a\u6307\u6570\u7ea7\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\u591a\u8bf4\u4e00\u5634\uff0c\u8fd9\u4e2a\u60f3\u4e0d\u60f3\u4f20\u7edf\u7684 SEO \u505a\u7684\u4e8b\u60c5\uff1f\u5176\u5b9e\u5e95\u5c42\u903b\u8f91\u662f\u4e00\u6837\u7684\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"978\" height=\"808\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6.png\" alt=\"\" class=\"wp-image-20926\" style=\"width:464px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6.png 978w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-300x248.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-768x635.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-830x686.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-230x190.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-350x289.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-6-480x397.png 480w\" sizes=\"(max-width: 978px) 100vw, 978px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e8c\u3001\u65b9\u6cd5\u4e8c\uff1a\u544a\u522b \u201c\u5927\u5e73\u5c42\u201d\uff0c\u7ed9\u4f60\u7684\u6280\u80fd\u4eec\u5efa\u4e00\u68f5 \u201c\u6811\u201d\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5982\u679c\u8bf4\u7b2c\u4e00\u62db\u662f\u5fae\u89c2\u4f18\u5316\uff0c\u90a3\u4e48\u7b2c\u4e8c\u62db\u5c31\u662f\u4ece\u5b8f\u89c2\u6539\u9769\u3002<\/p>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u5bb6\u91cc\u7684 100 \u672c\u4e66\uff0c\u5982\u679c\u5168\u90e8\u5806\u5728\u5730\u677f\u4e0a\uff0c\u6bcf\u6b21\u627e\u4e66\u90fd\u5f97\u4e00\u672c\u672c\u7ffb\uff0c\u662f\u4e0d\u662f\u5f88\u75db\u82e6\uff1f\u4f46\u5982\u679c\u4f60\u4e70\u4e2a\u4e66\u67b6\uff0c\u6309\u7167 \u201c\u6587\u5b66\u3001\u5386\u53f2\u3001\u79d1\u6280\u3001\u827a\u672f\u201d \u5206\u597d\u7c7b\uff0c\u518d\u5728\u6bcf\u4e2a\u5206\u7c7b\u4e0b\u6309\u4f5c\u8005\u6216\u4e66\u540d\u6392\u5e8f\uff0c\u627e\u4e66\u7684\u6548\u7387\u662f\u4e0d\u662f\u77ac\u95f4\u5c31\u4e0a\u53bb\u4e86\uff1f<\/p>\n\n\n\n<p><strong>\u6280\u80fd\u5206\u5c42\uff08Skill Layering\uff09<\/strong>\uff0c\u6216\u8005\u53eb\u6784\u5efa<strong>\u6280\u80fd\u6811\uff08Skill Tree\uff09<\/strong>\uff0c\u5c31\u662f\u4e3a\u4f60\u7684 Agent \u5efa\u7acb\u4e00\u4e2a\u8fd9\u6837\u7684\u4e66\u67b6\u3002<\/p>\n\n\n\n<p><strong>\u3010\u9519\u8bef\u793a\u8303 &amp; \u75db\u70b9\u5206\u6790\u3011<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u56e2\u961f\u5728\u5f00\u53d1 Agent \u65f6\uff0c\u4e60\u60ef\u4e8e\u628a\u6240\u6709\u6280\u80fd\u90fd\u5e73\u94fa\u5728\u4e00\u4e2a\u5217\u8868\u91cc\u3002\u8fd9\u610f\u5473\u7740\uff0cAI \u6bcf\u6b21\u63a5\u5230\u4efb\u52a1\uff0c\u90fd\u5fc5\u987b\u5728\u4e0a\u767e\u4e2a\u6280\u80fd\u4e2d\u8fdb\u884c\u5168\u91cf\u626b\u63cf\u3002\u8fd9\u4e2a\u641c\u7d22\u7a7a\u95f4\u592a\u5927\u4e86\uff01AI \u5f88\u5bb9\u6613\u5c31\u9009\u9519\u4e86\u65b9\u5411\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6b63\u786e\u505a\u6cd5 &amp; \u6838\u5fc3\u5fc3\u6cd5\u3011<\/strong><\/p>\n\n\n\n<p>\u4e0d\u8981\u8ba9 AI \u4e00\u6b21\u6027\u9762\u5bf9\u6240\u6709\u9009\u9879\uff0c\u800c\u662f\u901a\u8fc7\u5206\u5c42\u7ed3\u6784\uff0c\u5f15\u5bfc\u5b83\u8fdb\u884c<strong>\u6e10\u8fdb\u5f0f\u51b3\u7b56<\/strong>\u3002<\/p>\n\n\n\n<p>\u4f60\u9700\u8981\u50cf\u56fe\u4e66\u7ba1\u7406\u5458\u4e00\u6837\uff0c\u4e3a\u4f60\u7684\u6280\u80fd\u5efa\u7acb\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u5206\u7c7b\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6784\u5efa\u6280\u80fd\u6811\u7684\u6b65\u9aa4\u3011<\/strong><\/p>\n\n\n\n<ol>\n<li>\u5b9a\u4e49\u9876\u5c42\u5206\u7c7b\uff08Level 1\uff09\uff1a\u6839\u636e\u4f60 Agent \u7684\u6838\u5fc3\u529f\u80fd\u57df\uff0c\u5b9a\u4e49\u51e0\u4e2a\u5927\u7684\u7c7b\u522b\u3002\u8fd9\u901a\u5e38\u4e0e\u516c\u53f8\u7684\u90e8\u95e8\u6216\u4e1a\u52a1\u7ebf\u76f8\u5bf9\u5e94\u3002\n<ul>\n<li>\u4f8b\u5982\uff1a\u7814\u53d1 (Engineering)\u3001\u5e02\u573a (Marketing)\u3001\u9500\u552e (Sales)\u3001\u6570\u636e\u79d1\u5b66 (DataScience)\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5b9a\u4e49\u5b50\u5206\u7c7b (Level 2)\uff1a\u5728\u6bcf\u4e2a\u5927\u7c7b\u4e0b\uff0c\u518d\u8fdb\u884c\u66f4\u7ec6\u81f4\u7684\u5212\u5206\u3002\n<ul>\n<li>\u5728\u7814\u53d1\u4e0b\uff0c\u53ef\u4ee5\u6709\uff1a\u4ee3\u7801\u751f\u6210 (CodeGeneration)\u3001\u4ee3\u7801\u5ba1\u67e5 (CodeReview)\u3001\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210 (TestGeneration)\u3001\u90e8\u7f72\u8fd0\u7ef4 (DevOps)\u3002<\/li>\n\n\n\n<li>\u5728\u5e02\u573a\u4e0b\uff0c\u53ef\u4ee5\u6709\uff1a\u793e\u4ea4\u5a92\u4f53\u6587\u6848 (SocialMediaCopy)\u3001\u5e7f\u544a\u6d3b\u52a8\u7b56\u5212 (CampaignPlanning)\u3001\u5e02\u573a\u8c03\u7814\u62a5\u544a (MarketResearch)\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6302\u8f7d\u5177\u4f53\u6280\u80fd (Level 3)\uff1a\u5c06\u4f60\u5177\u4f53\u7684\u6280\u80fd\uff0c\u6302\u8f7d\u5230\u6700\u5e95\u5c42\u7684\u5206\u7c7b\u4e0b\u3002\n<ul>\n<li>\u5728\u4ee3\u7801\u751f\u6210\u4e0b\uff0c\u53ef\u4ee5\u6709\uff1apython_fastapi_generator\u3001react_component_builder\u3001dockerfile_creator\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p><strong>\u3010AI \u7684\u51b3\u7b56\u8def\u5f84\u53d8\u5316\u3011<\/strong><\/p>\n\n\n\n<ul>\n<li>\u5206\u5c42\u524d\uff1a\u7528\u6237\u8bf4\uff1a\u201c\u5e2e\u6211\u5199\u4e2a Python \u540e\u7aef\u63a5\u53e3\u201d\u3002AI \u9700\u8981\u5728 100 \u4e2a\u6280\u80fd\u91cc\u5927\u6d77\u635e\u9488\u3002<\/li>\n\n\n\n<li>\u5206\u5c42\u540e\uff1a\u7528\u6237\u8bf4\uff1a\u201c\u5e2e\u6211\u5199\u4e2a Python \u540e\u7aef\u63a5\u53e3\u201d\u3002\n<ul>\n<li> a. AI \u9996\u5148\u5224\u65ad\uff0c\u8fd9\u4e2a\u4efb\u52a1\u5c5e\u4e8e\u54ea\u4e2a\u5927\u7c7b\uff1f\u201c\u540e\u7aef\u63a5\u53e3\u201d\u2192 \u7814\u53d1 (Engineering)\u3002\u641c\u7d22\u8303\u56f4\u4ece 100 \u7f29\u5c0f\u5230 30\u3002 <\/li>\n\n\n\n<li>b. \u5728\u7814\u53d1\u5927\u7c7b\u4e0b\uff0c\u5b83\u518d\u5224\u65ad\u5c5e\u4e8e\u54ea\u4e2a\u5b50\u7c7b\uff1f\u201c\u5199\u63a5\u53e3\u201d\u2192 \u4ee3\u7801\u751f\u6210 (CodeGeneration)\u3002\u641c\u7d22\u8303\u56f4\u4ece 30 \u7f29\u5c0f\u5230 5\u3002<\/li>\n\n\n\n<li> c. \u6700\u540e\uff0c\u5728\u4ee3\u7801\u751f\u6210\u7684 5 \u4e2a\u6280\u80fd\u91cc\uff0c\u5b83\u770b\u5230\u4e86 python_fastapi_generator\uff0c\u63cf\u8ff0\u662f \u201c\u7528\u4e8e\u5feb\u901f\u751f\u6210\u57fa\u4e8e FastAPI \u6846\u67b6\u7684 Python \u540e\u7aef\u63a5\u53e3\u9aa8\u67b6\u201d\uff0c\u547d\u4e2d\uff01\u547d\u4e2d\uff01\u547d\u4e2d\uff01<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u5c31\u50cf\u4f60\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a\u627e\u4e1c\u897f\u4e00\u6837\uff1a\u201c\u7535\u5b50\u4ea7\u54c1 \u2192 \u624b\u673a \u2192 iPhone\u201d\uff0c\u800c\u4e0d\u662f\u5728\u4e00\u5f00\u59cb\u5c31\u9762\u5bf9\u7f51\u7ad9\u4e0a\u6240\u6709\u7684\u5546\u54c1\u3002<\/p>\n\n\n\n<p>\ud83d\udca1 \u5f88\u591a\u5927\u578b\u7684\u3001\u4f01\u4e1a\u7ea7\u7684 Agent \u7cfb\u7edf\uff0c\u5185\u90e8\u90fd\u91c7\u7528\u4e86\u7c7b\u4f3c\u7684\u5206\u5c42\u8def\u7531\u673a\u5236\uff0c\u8fd9\u51e0\u4e4e\u662f\u7cfb\u7edf\u6269\u5c55\u6027\u7684\u547d\u8109\u6240\u5728\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=\"826\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-1024x826.png\" alt=\"\" class=\"wp-image-20928\" style=\"width:382px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-1024x826.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-300x242.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-768x620.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-830x670.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-230x186.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-350x282.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8-480x387.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-8.png 1068w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u4e09\u3001\u65b9\u6cd5\u4e09\uff1a\u660e\u786e\u544a\u8bc9 AI \u201c\u4ec0\u4e48\u4e0d\u80fd\u505a\u201d\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u6211\u4eec\u6559\u5b69\u5b50\u4e1c\u897f\u65f6\uff0c\u4e0d\u4ec5\u4f1a\u544a\u8bc9\u4ed6 \u201c\u53ef\u4ee5\u505a\u4ec0\u4e48\u201d\uff08\u6bd4\u5982\uff0c\u53ef\u4ee5\u73a9\u79ef\u6728\uff09\uff0c\u4e5f\u4f1a\u660e\u786e\u8b66\u544a\u4ed6 \u201c\u4e0d\u80fd\u505a\u4ec0\u4e48\u201d\uff08\u6bd4\u5982\uff0c\u4e0d\u80fd\u89e6\u6478\u7535\u6e90\u63d2\u5ea7\uff09\u3002<\/p>\n\n\n\n<p>\u7ed9 AI \u5b9a\u4e49\u6280\u80fd\u65f6\uff0c\u4e5f\u9700\u8981\u8fd9\u79cd \u201c\u8d1f\u5411\u5f15\u5bfc\u201d\u3002\u9664\u4e86\u544a\u8bc9\u5b83\u4ec0\u4e48\u65f6\u5019\u8be5\u7528\u8fd9\u4e2a\u6280\u80fd\uff0c\u540c\u6837\u91cd\u8981\u7684\u662f\uff0c\u8981\u544a\u8bc9\u5b83\u4ec0\u4e48\u65f6\u5019\u4e0d\u8be5\u7528\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u662f\u589e\u52a0\u8d1f\u6837\u672c\u63cf\u8ff0\uff08Negative Sample Description\uff09\u3002<\/p>\n\n\n\n<p><strong>\u3010\u9519\u8bef\u793a\u8303 &amp; \u75db\u70b9\u5206\u6790\u3011<\/strong><\/p>\n\n\n\n<p>\u5f88\u591a\u8bef\u89e6\u53d1\uff0c\u90fd\u53d1\u751f\u5728\u8bed\u4e49\u76f8\u5173\u4f46\u4e0d\u5b8c\u5168\u6b63\u786e\u7684\u7070\u8272\u5730\u5e26\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u4f60\u6709\u4e00\u4e2a\u6280\u80fd\uff1a<\/p>\n\n\n\n<ul>\n<li>name: &#8220;sql_query_generator&#8221;<\/li>\n\n\n\n<li>description: &#8220;\u7528\u4e8e\u751f\u6210 SQL \u67e5\u8be2\u8bed\u53e5\uff0c\u5e2e\u4f60\u4ece\u6570\u636e\u5e93\u91cc\u67e5\u6570\u636e\u3002&#8221;<\/li>\n<\/ul>\n\n\n\n<p>\u5f53\u7528\u6237\u8bf4\uff1a\u201c\u5e2e\u6211\u4f18\u5316\u4e00\u4e0b\u6570\u636e\u5e93\u6027\u80fd\u201d \u6216\u8005 \u201c\u8bbe\u8ba1\u4e00\u4e0b\u7528\u6237\u8868\u7684\u7ed3\u6784\u201d \u65f6\uff0cAI \u53ef\u80fd\u4f1a\u56e0\u4e3a\u770b\u5230\u4e86 \u201c\u6570\u636e\u5e93\u201d\u3001\u201cSQL\u201d \u8fd9\u4e9b\u5173\u952e\u8bcd\uff0c\u5c31\u9519\u8bef\u5730\u89e6\u53d1\u4e86\u8fd9\u4e2a sql_query_generator \u6280\u80fd\u3002\u7ed3\u679c\u81ea\u7136\u662f\u6587\u4e0d\u5bf9\u9898\uff0c\u80e1\u8bf4\u516b\u9053\u3002<\/p>\n\n\n\n<p><strong>\u3010\u6b63\u786e\u505a\u6cd5 &amp; \u6838\u5fc3\u5fc3\u6cd5\u3011<\/strong><\/p>\n\n\n\n<p>\u5728\u6280\u80fd\u63cf\u8ff0\u4e2d\uff0c\u4e13\u95e8\u5f00\u8f9f\u4e00\u4e2a\u4e0d\u9002\u7528\u573a\u666f\uff08When NOT to Use\uff09\u6216\u80fd\u529b\u8fb9\u754c\uff08Scope Limitations\uff09\u7684\u533a\u57df\uff0c\u7528\u660e\u786e\u7684\u8bed\u8a00\u4e3a\u6280\u80fd\u5212\u5b9a\u80fd\u529b\u8fb9\u754c\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4f18\u5316\u524d\u540e\u5bf9\u6bd4\u3011<\/strong><\/p>\n\n\n\n<p>\u4f18\u5316\u524d (Before)\uff1a<\/p>\n\n\n\n<ul>\n<li>name: &#8220;frontend_code_generator&#8221;<\/li>\n\n\n\n<li>description: &#8220;\u4e00\u4e2a\u524d\u7aef\u4ee3\u7801\u751f\u6210\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u4f60\u5feb\u901f\u6784\u5efa\u9875\u9762\u3002&#8221;<\/li>\n<\/ul>\n\n\n\n<p>\u4f18\u5316\u540e (After):<\/p>\n\n\n\n<ul>\n<li>name: &#8220;react_component_generator&#8221;<\/li>\n\n\n\n<li>description: &#8220;\u7528\u4e8e\u751f\u6210\u72ec\u7acb\u7684\u3001\u53ef\u590d\u7528\u7684 React \u7ec4\u4ef6\u4ee3\u7801\u3002\u9002\u7528\u4e8e\u6784\u5efa UI \u754c\u9762\u4e2d\u7684\u6309\u94ae\u3001\u8868\u5355\u3001\u5f39\u7a97\u7b49\u5143\u7d20\u3002&#8221;<\/li>\n\n\n\n<li>\u4e0d\u9002\u7528\u573a\u666f (When NOT to Use)\uff1a\n<ul>\n<li><strong>\u4e0d\u8d1f\u8d23\u540e\u7aef\u63a5\u53e3\u5f00\u53d1\u6216\u6570\u636e\u5e93\u4ea4\u4e92\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u4e0d\u5904\u7406\u9879\u76ee\u7684\u6784\u5efa\u914d\u7f6e\u6216\u90e8\u7f72\u6d41\u7a0b\uff08\u5982 Webpack\uff0cVite \u914d\u7f6e\uff09\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u4e0d\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u5b8c\u6574\u9875\u9762\u5f00\u53d1\uff0c\u53ea\u751f\u6210\u5355\u4e2a\u7ec4\u4ef6\u3002<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4f60\u7b49\u4e8e\u7ed9 AI \u7684\u51b3\u7b56\u8def\u5f84\u4e0a\u8bbe\u7f6e\u4e86\u51e0\u4e2a\u9c9c\u660e\u7684\u7ea2\u8272\u8b66\u793a\u724c\u3002\u5f53\u7528\u6237\u4efb\u52a1\u6d89\u53ca\u5230 \u201c\u540e\u7aef\u201d\u3001\u201c\u6570\u636e\u5e93\u201d\u3001\u201c\u90e8\u7f72\u201d \u65f6\uff0cAI \u5728\u8bc4\u4f30\u8fd9\u4e2a\u6280\u80fd\u65f6\uff0c\u4f1a\u56e0\u4e3a\u8fd9\u4e9b\u8d1f\u5411\u63cf\u8ff0\u800c\u5927\u5927\u964d\u4f4e\u5176\u5339\u914d\u5206\u6570\uff0c\u4ece\u800c\u907f\u514d\u4e86\u8bef\u89e6\u3002<\/p>\n\n\n\n<p>\u793e\u533a\u91cc\u8bb8\u591a\u9ad8\u8d28\u91cf\u7684\u5f00\u6e90 Skill \u9879\u76ee\uff0c\u90fd\u5df2\u7ecf\u5f00\u59cb\u5c06 When NOT to Use \u4f5c\u4e3a\u6807\u51c6\u914d\u7f6e\u7684\u4e00\u90e8\u5206\uff0c\u56e0\u4e3a\u5b83\u5bf9\u4e8e\u51cf\u5c11\u8bef\u62a5\u3001\u63d0\u5347\u6280\u80fd\u8c03\u7528\u7684\u7cbe\u51c6\u5ea6\uff0c\u6548\u679c\u7acb\u7aff\u89c1\u5f71\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=\"911\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-1024x911.png\" alt=\"\" class=\"wp-image-20931\" style=\"width:440px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-1024x911.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-300x267.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-768x683.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-830x738.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-230x205.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-350x311.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10-480x427.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/07\/\u56fe\u7247-10.png 1032w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u56db\u3001\u65b9\u6cd5\u56db\uff1a\u5f15\u5165\u591a\u8f6e\u7b5b\u9009\uff0c\u53ec\u56de\u4e0e\u91cd\u6392\ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5f53\u4f60\u7684\u6280\u80fd\u5e93\u771f\u7684\u8fbe\u5230\u6210\u767e\u4e0a\u5343\u8fd9\u4e2a\u91cf\u7ea7\u65f6\uff0c\u5373\u4f7f\u505a\u4e86\u524d\u4e09\u6b65\u4f18\u5316\uff0c\u5355\u9760\u4e00\u4e2a\u5927\u6a21\u578b\u76f4\u63a5\u4ece\u5934\u9009\u5230\u5c3e\uff0c\u4ecd\u7136\u4f1a\u975e\u5e38\u5403\u529b\uff0c\u800c\u4e14\u6210\u672c\u9ad8\u3001\u901f\u5ea6\u6162\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u597d\u6bd4\u4e00\u4e2a\u5927\u578b\u4f01\u4e1a\u62db\u8058\uff0c\u4e0d\u53ef\u80fd\u8ba9 CEO \u4eb2\u81ea\u53bb\u7b5b\u9009\u6210\u5343\u4e0a\u4e07\u4efd\u7b80\u5386\u3002\u66f4\u5408\u7406\u7684\u6d41\u7a0b\u662f\uff1a<\/p>\n\n\n\n<ol>\n<li>\u521d\u7b5b\uff08\u53ec\u56de\uff09\uff1a\u7531 HR \u56e2\u961f\uff08\u6216\u8005\u4e00\u4e2a\u5feb\u901f\u7684\u7b97\u6cd5\uff09\u5148\u4ece\u7b80\u5386\u6c60\u91cc\uff0c\u901a\u8fc7\u5173\u952e\u8bcd\u3001\u5b66\u5386\u7b49\u786c\u6027\u6307\u6807\uff0c\u5feb\u901f\u7b5b\u9009\u51fa 100 \u4efd\u770b\u8d77\u6765\u8fd8\u4e0d\u9519\u7684\u7b80\u5386\u3002<\/li>\n\n\n\n<li>\u7cbe\u9009\uff08\u91cd\u6392\uff09\uff1a\u518d\u7531\u4e1a\u52a1\u90e8\u95e8\u7684\u8d44\u6df1\u7ecf\u7406\uff0c\u6765\u4ed4\u7ec6\u9605\u8bfb\u8fd9 100 \u4efd\u7b80\u5386\uff0c\u4ece\u4e2d\u6311\u51fa 10 \u4efd\u6700\u5408\u9002\u7684\uff0c\u5b89\u6392\u9762\u8bd5\u3002<\/li>\n\n\n\n<li>\u7ec8\u9762\uff08\u51b3\u7b56\uff09\uff1a\u6700\u540e\uff0c\u7531 CEO \u6216\u6838\u5fc3\u9ad8\u7ba1\uff0c\u9762\u8bd5\u8fd9 10 \u4e2a\u4eba\uff0c\u505a\u51fa\u6700\u7ec8\u7684\u5f55\u7528\u51b3\u7b56\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u628a\u8fd9\u4e2a\u601d\u8def\uff0c\u7167\u642c\u5230 Agent \u7684\u6280\u80fd\u9009\u62e9\u4e2d\u6765\u3002\u8fd9\u5c31\u662f ** \u53ec\u56de\u4e0e\u91cd\u6392\uff08Recall and Rerank\uff09** \u7b56\u7565\u3002<\/p>\n\n\n\n<p>\u3010\u6838\u5fc3\u601d\u60f3\u3011<\/p>\n\n\n\n<p>\ud83d\udca1 \u4e0d\u8981\u8ba9\u6602\u8d35\u4e14\u5f3a\u5927\u7684\u5927\u8bed\u8a00\u6a21\u578b\u53bb\u505a\u5927\u6d77\u635e\u9488\u7684\u7c97\u6d3b\uff0c\u8ba9\u5b83\u53ea\u4e13\u6ce8\u4e8e\u4f18\u4e2d\u9009\u4f18\u7684\u7cbe\u7ec6\u6d3b\u3002<\/p>\n\n\n\n<p>\u3010\u5de5\u4f5c\u6d41\u7a0b\u8be6\u89e3\u3011<\/p>\n\n\n\n<ul>\n<li>1. \u7b2c\u4e00\u6b65\uff1a\u5feb\u901f\u53ec\u56de (Recall)\n<ul>\n<li>\u76ee\u6807\uff1a\u4ece\u5168\u90e8\uff08\u6bd4\u5982 500 \u4e2a\uff09\u6280\u80fd\u4e2d\uff0c\u5feb\u901f\u3001\u4f4e\u6210\u672c\u5730\u7b5b\u9009\u51fa\u4e00\u4e2a\u8f83\u5c0f\u7684\u5019\u9009\u96c6\uff08\u6bd4\u5982 Top 10\uff09\u3002<\/li>\n\n\n\n<li>\u65b9\u6cd5\uff1a\u8fd9\u4e00\u6b65\u4e0d\u4f7f\u7528\u6602\u8d35\u7684\u5927\u6a21\u578b\u3002\u800c\u662f\u7528\u66f4\u9ad8\u6548\u7684\u68c0\u7d22\u6280\u672f\u3002\n<ul>\n<li>\u5173\u952e\u8bcd\u68c0\u7d22 (Keyword Search)\uff1a\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u3002\u57fa\u4e8e\u7528\u6237\u7684\u63d0\u95ee\uff0c\u5728\u6240\u6709\u6280\u80fd\u7684\u63cf\u8ff0\u4e2d\u8fdb\u884c\u6587\u672c\u5339\u914d\uff0c\u627e\u51fa\u5305\u542b\u76f8\u5173\u5173\u952e\u8bcd\u7684\u6280\u80fd\u3002<\/li>\n\n\n\n<li>\u5411\u91cf\u68c0\u7d22 (Vector Search \/ Embedding)\uff1a\u66f4\u9ad8\u7ea7\u3001\u66f4\u4e3b\u6d41\u7684\u65b9\u6cd5\u3002\u4f60\u9700\u8981\u63d0\u524d\u628a\u6240\u6709\u6280\u80fd\u7684\u63cf\u8ff0\uff0c\u901a\u8fc7\u4e00\u4e2a\u6a21\u578b\uff08\u4e0d\u4e00\u5b9a\u662f\u5927\u6a21\u578b\uff0c\u5f88\u591a\u5c0f\u6a21\u578b\u6548\u679c\u5c31\u5f88\u597d\uff09\u8f6c\u6362\u6210\u4e00\u4e32\u4e32\u6570\u5b57\uff0c\u4e5f\u5c31\u662f\u5411\u91cf (Embedding)\u3002\u8fd9\u4e9b\u5411\u91cf\u4ee3\u8868\u4e86\u63cf\u8ff0\u7684\u8bed\u4e49\u3002\u5f53\u7528\u6237\u63d0\u95ee\u65f6\uff0c\u4e5f\u628a\u4ed6\u7684\u95ee\u9898\u8f6c\u6362\u6210\u5411\u91cf\uff0c\u7136\u540e\u5728\u5411\u91cf\u7a7a\u95f4\u4e2d\uff0c\u5bfb\u627e\u4e0e\u95ee\u9898\u5411\u91cf\u8ddd\u79bb\u6700\u8fd1\u7684 10 \u4e2a\u6280\u80fd\u5411\u91cf\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u7ed3\u679c\uff1a\u4e00\u4e2a\u5305\u542b 10 \u4e2a \u201c\u5acc\u7591\u6700\u5927\u201d \u7684\u6280\u80fd\u7684\u5c0f\u5217\u8868\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>2. \u7b2c\u4e8c\u6b65\uff1a\u7cbe\u51c6\u91cd\u6392 (Rerank)\n<ul>\n<li>\u76ee\u6807\uff1a\u5728\u8fd9 10 \u4e2a\u5019\u9009\u6280\u80fd\u4e2d\uff0c\u505a\u51fa\u6700\u7ec8\u7684\u3001\u6700\u51c6\u786e\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li>\u65b9\u6cd5\uff1a\u73b0\u5728\uff0c\u7ec8\u4e8e\u8f6e\u5230\u6211\u4eec\u5f3a\u5927\u7684\u4e13\u5bb6 \u2014\u2014 \u5927\u8bed\u8a00\u6a21\u578b\u767b\u573a\u4e86\u3002<\/li>\n\n\n\n<li>\u4f60\u628a\u7528\u6237\u7684\u539f\u59cb\u95ee\u9898\uff0c\u548c\u8fd9 10 \u4e2a\u5019\u9009\u6280\u80fd\u7684\u8be6\u7ec6\u63cf\u8ff0\uff08\u751a\u81f3\u53ef\u4ee5\u5305\u542b\u5b8c\u6574\u7684 Prompt\uff09\uff0c\u4e00\u8d77\u6253\u5305\u585e\u7ed9\u5927\u6a21\u578b\uff0c\u7136\u540e\u5411\u5b83\u63d0\u95ee\uff1a\u201c\u6839\u636e\u7528\u6237\u7684\u9700\u6c42\uff0c\u8bf7\u4ece\u4ee5\u4e0b 10 \u4e2a\u5de5\u5177\u4e2d\uff0c\u9009\u62e9\u6700\u5408\u9002\u7684\u4e00\u4e2a\u3002\u5982\u679c\u90fd\u4e0d\u5408\u9002\uff0c\u8bf7\u56de\u7b54\u2018\u65e0\u2019\u3002\u201d<\/li>\n\n\n\n<li>\u7ed3\u679c\uff1a\u5927\u6a21\u578b\u51ed\u501f\u5176\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5728\u8fd9 10 \u4e2a\u9ad8\u5ea6\u76f8\u5173\u7684\u9009\u9879\u4e2d\uff0c\u505a\u51fa\u6700\u7cbe\u51c6\u7684\u5224\u65ad\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u3010\u4ef7\u503c\u4e0e\u4f18\u52bf\u3011<\/p>\n\n\n\n<ul>\n<li>\u6548\u7387\u548c\u6210\u672c\uff1a98% \u7684\u7c97\u7b5b\u5de5\u4f5c\u7531\u9ad8\u6548\u3001\u5ec9\u4ef7\u7684\u68c0\u7d22\u7b97\u6cd5\u5b8c\u6210\u3002\u6602\u8d35\u7684\u5927\u6a21\u578b\u8c03\u7528\uff0c\u53ea\u53d1\u751f\u5728\u6700\u540e\u4e00\u6b65\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u5355\u6b21\u51b3\u7b56\u7684\u6210\u672c\u548c\u5ef6\u8fdf\u3002<\/li>\n\n\n\n<li>\u51c6\u786e\u6027\uff1a\u5927\u6a21\u578b\u4e0d\u518d\u88ab\u6d77\u91cf\u65e0\u5173\u4fe1\u606f\u5e72\u6270\uff0c\u53ef\u4ee5\u96c6\u4e2d\u7b97\u529b\u53bb\u5206\u6790\u5c11\u6570\u51e0\u4e2a\u6700\u76f8\u5173\u7684\u9009\u9879\uff0c\u51b3\u7b56\u8d28\u91cf\u81ea\u7136\u66f4\u9ad8\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5b9e\u9645\u4e0a\uff0c\u8fd9\u4e2a \u201c\u53ec\u56de + \u91cd\u6392\u201d 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