{"id":81351,"date":"2026-07-25T01:21:17","date_gmt":"2026-07-24T17:21:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/81351.html"},"modified":"2026-07-25T01:21:17","modified_gmt":"2026-07-24T17:21:17","slug":"%e8%ae%a4%e7%9f%a5%e5%8d%b3%e6%9c%8d%e5%8a%a1%ef%bc%9a%e4%bb%8e%e7%9f%a5%e8%af%86%e5%88%b0%e8%ae%a4%e7%9f%a5caas%e7%9a%84%e5%b7%a5%e7%a8%8b%e5%8c%96%e4%b8%8e%e5%95%86%e4%b8%9a%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/81351.html","title":{"rendered":"\u8ba4\u77e5\u5373\u670d\u52a1\uff1a\u4ece\u77e5\u8bc6\u5230\u8ba4\u77e5CaaS\u7684\u5de5\u7a0b\u5316\u4e0e\u5546\u4e1a\u5316"},"content":{"rendered":"<h2>\u7b2c8\u7ae0-\u4ece\u77e5\u8bc6\u5230\u8ba4\u77e5CaaS\u7684\u5de5\u7a0b\u5316\u4e0e\u5546\u4e1a\u5316\u300a\u4ece0\u52301\u6784\u5efa\u4f01\u4e1a\u7ea7AI Agent\u8ba4\u77e5\u64cd\u4f5c\u7cfb\u7edf\u300b<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724172115-6a639f0b46986.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u7b2c8\u7ae0 \u4ece\u77e5\u8bc6\u5230\u8ba4\u77e5&#xff1a;CaaS \u7684\u5de5\u7a0b\u5316\u4e0e\u5546\u4e1a\u5316<\/h2>\n<p>\u672c\u7ae0\u91d1\u53e5<\/p>\n<p>CaaS \u4e0d\u662f&#034;\u6587\u6863\u5373\u670d\u52a1&#034;&#xff0c;\u800c\u662f&#034;\u8ba4\u77e5\u5373\u670d\u52a1&#034;\u2014\u2014\u4ea4\u4ed8\u7684\u4e0d\u662f\u4fe1\u606f&#xff0c;\u662f\u7406\u89e3\u4e0e\u5224\u65ad\u80fd\u529b\u672c\u8eab\u3002<\/p>\n<p>Vibe Writing \u662f Vibe Coding \u5728\u5185\u5bb9\u9886\u57df\u7684\u5bf9\u5076&#xff1a;\u7528&#034;\u4ee5\u6784\u5efa Agent \u7684\u65b9\u5f0f\u751f\u4ea7\u6280\u672f\u6587\u6863&#034;\u7684\u601d\u8def&#xff0c;\u628a\u5185\u5bb9\u751f\u4ea7\u4ece&#034;\u624b\u5de5\u4f5c\u574a&#034;\u53d8\u6210&#034;\u8ba4\u77e5\u6d41\u6c34\u7ebf&#034;\u3002<\/p>\n<p>AI \u65f6\u4ee3\u6700\u53cd\u76f4\u89c9\u7684\u4e8b\u5b9e\u2014\u2014\u4ee3\u7801\u8d8a\u6765\u8d8a\u4e0d\u503c\u94b1&#xff0c;\u9ad8\u8d28\u91cf\u8ba4\u77e5\u8d44\u4ea7\u8d8a\u6765\u8d8a\u7a00\u7f3a\u3002\u8c01\u638c\u63e1\u4e86\u53ef\u8ba1\u8d39\u3001\u53ef\u590d\u7528\u3001\u53ef\u88ab Agent \u76f4\u63a5\u6d88\u8d39\u7684\u8ba4\u77e5\u8d44\u4ea7&#xff0c;\u8c01\u5c31\u62ff\u5230\u4e86 CaaS \u65f6\u4ee3\u7684\u5165\u573a\u5238\u3002<\/p>\n<hr \/>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u7b2c8\u7ae0-\u4ece\u77e5\u8bc6\u5230\u8ba4\u77e5CaaS\u7684\u5de5\u7a0b\u5316\u4e0e\u5546\u4e1a\u5316\u300a\u4ece0\u52301\u6784\u5efa\u4f01\u4e1a\u7ea7AI Agent\u8ba4\u77e5\u64cd\u4f5c\u7cfb\u7edf\u300b<\/li>\n<li>\u7b2c8\u7ae0 \u4ece\u77e5\u8bc6\u5230\u8ba4\u77e5&#xff1a;CaaS \u7684\u5de5\u7a0b\u5316\u4e0e\u5546\u4e1a\u5316<\/li>\n<li>\n<ul>\n<li>8.1 CaaS \u7684\u5de5\u7a0b\u5b9a\u4e49\u4e0e\u6210\u7acb\u4e09\u524d\u63d0<\/li>\n<li>\n<ul>\n<li>8.1.1 \u4ec0\u4e48\u662f CaaS<\/li>\n<li>8.1.2 CaaS \u6210\u7acb\u7684\u4e09\u524d\u63d0<\/li>\n<\/ul>\n<\/li>\n<li>8.2 \u8ba4\u77e5\u8d44\u4ea7\u7684\u751f\u4ea7&#xff1a;Vibe Writing \u95ed\u73af\u5168\u89e3<\/li>\n<li>\n<ul>\n<li>8.2.1 \u4ece Vibe Coding \u5230 Vibe Writing<\/li>\n<li>8.2.2 Vibe Writing \u95ed\u73af\u5168\u89e3<\/li>\n<li>\n<ul>\n<li>\u9636\u6bb5\u4e00&#xff1a;\u7528\u6237\u6d1e\u5bdf\u2014\u2014\u627e\u5230\u8ba4\u77e5\u5835\u70b9<\/li>\n<li>\u9636\u6bb5\u4e8c&#xff1a;Agent \u751f\u4ea7\u2014\u2014Vibe Writing &#043; \u9886\u57df RAG<\/li>\n<li>\u9636\u6bb5\u4e09&#xff1a;Multi-Judge \u8bc4\u5ba1\u2014\u2014\u4e94\u7ef4\u8d28\u91cf\u95e8\u63a7<\/li>\n<li>\u9636\u6bb5\u56db&#xff1a;\u53d1\u5e03 &#043; \u5ea6\u91cf\u2014\u2014\u884c\u4e3a\u57cb\u70b9\u53cd\u9988\u95ed\u73af<\/li>\n<\/ul>\n<\/li>\n<li>8.2.3 Vibe Writing \u4e0e Vibe Coding \u7684\u8fc1\u79fb\u6210\u672c\u4e0e\u5dee\u5f02<\/li>\n<\/ul>\n<\/li>\n<li>8.3 \u8ba4\u77e5\u8d44\u4ea7\u7684\u6cbb\u7406\u4e0e\u6d88\u8d39\u63a5\u53e3<\/li>\n<li>\n<ul>\n<li>8.3.1 \u4e3a\u4ec0\u4e48\u9700\u8981\u6cbb\u7406<\/li>\n<li>8.3.2 \u7ed3\u6784\u5316&#xff1a;\u8ba9 Agent \u76f4\u63a5 RAG \u6d88\u8d39<\/li>\n<li>8.3.3 \u7248\u672c\u5316\u3001\u6743\u9650\u5316\u3001\u53ef\u6eaf\u6e90<\/li>\n<li>8.3.4 \u6d88\u8d39\u63a5\u53e3&#xff1a;\u77e5\u8bc6\u2192Agent\u2192\u7528\u6237\u7684\u5185\u5faa\u73af<\/li>\n<\/ul>\n<\/li>\n<li>8.4 CaaS \u5206\u5c42\u4e0e\u5546\u4e1a\u6a21\u5f0f<\/li>\n<li>\n<ul>\n<li>8.4.1 CaaS \u56db\u5c42\u67b6\u6784<\/li>\n<li>8.4.2 \u4e09\u79cd\u5546\u4e1a\u6a21\u5f0f<\/li>\n<li>8.4.3 \u4e09\u79cd\u6a21\u5f0f\u7684\u9009\u62e9\u7b56\u7565<\/li>\n<\/ul>\n<\/li>\n<li>8.5 CaaS \u8ba1\u8d39\u4e0e SLA<\/li>\n<li>\n<ul>\n<li>8.5.1 \u8ba1\u8d39\u6f14\u8fdb\u4e09\u9636\u6bb5<\/li>\n<li>8.5.2 &#034;\u8ba4\u77e5\u6b63\u786e\u6027&#034;\u627f\u8bfa\u7684 SLA \u6311\u6218<\/li>\n<\/ul>\n<\/li>\n<li>8.6 \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<li>\n<ul>\n<li>8.6.1 \u8ba4\u77e5\u8d44\u4ea7\u4e0d\u53ea\u662f\u6587\u6863<\/li>\n<li>8.6.2 \u5404\u7c7b\u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u8be6\u89e3<\/li>\n<li>8.6.3 \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u7684 Agent \u6d88\u8d39\u534f\u8bae<\/li>\n<\/ul>\n<\/li>\n<li>8.7 \u77e5\u8bc6\u5de5\u7a0b\u5e08\u7684\u65b0\u89d2\u8272<\/li>\n<li>\n<ul>\n<li>8.7.1 \u4ece\u6587\u6863\u5de5\u7a0b\u5e08\u5230\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08<\/li>\n<li>8.7.2 \u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08\u7684\u804c\u8d23<\/li>\n<li>8.7.3 \u4eba\u624d\u57f9\u517b\u8def\u5f84<\/li>\n<\/ul>\n<\/li>\n<li>8.8 \u5b9e\u6218\u6848\u4f8b<\/li>\n<li>\n<ul>\n<li>8.8.1 \u963f\u91cc\u4e91\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u6218\u7565<\/li>\n<li>8.8.2 \u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0<\/li>\n<li>8.8.3 Yuxi \u8bed\u6790\u5168\u6808\u667a\u80fd\u4f53\u5e73\u53f0<\/li>\n<\/ul>\n<\/li>\n<li>\u756a\u5916\u7bc7&#xff1a;\u4ece\u5185\u5bb9\u8fd0\u8425\u5230\u8ba4\u77e5\u67b6\u6784\u5e08\u2014\u2014\u4e00\u4e2a\u804c\u80fd\u7684\u4e0a\u5347\u66f2\u7ebf<\/li>\n<li>\u672c\u7ae0 Checklist<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260724172116-6a639f0c02451.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>8.1 CaaS \u7684\u5de5\u7a0b\u5b9a\u4e49\u4e0e\u6210\u7acb\u4e09\u524d\u63d0<\/h3>\n<h4>8.1.1 \u4ec0\u4e48\u662f CaaS<\/h4>\n<p>\u672c\u4e66\u81ea\u59cb\u81f3\u7ec8\u8ba8\u8bba\u7684 CaaS&#xff08;Cognition as a Service&#xff0c;\u8ba4\u77e5\u5373\u670d\u52a1&#xff09;&#xff0c;\u4e25\u683c\u6307\u5411&#034;\u8ba4\u77e5\u5373\u670d\u52a1&#034;\u8fd9\u4e00\u6982\u5ff5&#xff0c;\u800c\u975e\u901a\u8baf\u9886\u57df\u7684 CaaS&#xff08;Communications as a Service&#xff0c;\u534e\u4e3a\u66fe\u63a8&#xff09;&#xff0c;\u4e5f\u975e\u54a8\u8be2\u9886\u57df\u7684 CaaS&#xff08;Consulting as a Service&#xff0c;\u9c8d\u6377\u66fe\u63a8&#xff09;\u3002\u4e09\u8005\u7684\u533a\u522b\u5982\u4e0b&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                      \u4e09\u79cd CaaS \u7684\u672c\u8d28\u533a\u522b                              \u2502<br \/>\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524<br \/>\n\u2502    \u7ef4\u5ea6        \u2502  \u901a\u8baf CaaS       \u2502  \u54a8\u8be2 CaaS     \u2502  \u8ba4\u77e5 CaaS(\u672c\u4e66) \u2502<br \/>\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524<br \/>\n\u2502  \u4ea4\u4ed8\u7269        \u2502  \u901a\u8baf\u80fd\u529b(API)   \u2502  \u54a8\u8be2\u670d\u52a1(\u4eba)  \u2502  \u8ba4\u77e5\u80fd\u529b(\u8d44\u4ea7)   \u2502<br \/>\n\u2502  \u6838\u5fc3\u8f7d\u4f53      \u2502  \u901a\u8bdd\/\u6d88\u606f\/\u89c6\u9891  \u2502  \u54a8\u8be2\u62a5\u544a\/\u65b9\u6848 \u2502  \u8ba4\u77e5\u8d44\u4ea7&#043;Agent   \u2502<br \/>\n\u2502  \u6d88\u8d39\u8005        \u2502  \u5e94\u7528\u7a0b\u5e8f        \u2502  \u4eba\u7c7b\u51b3\u7b56\u8005     \u2502  Agent &#043; \u4eba\u7c7b     \u2502<br \/>\n\u2502  \u53ef\u590d\u7528\u6027      \u2502  \u4e2d(API\u8c03\u7528)    \u2502  \u4f4e(\u4eba\u5de5\u4ea4\u4ed8)  \u2502  \u9ad8(\u8d44\u4ea7\u7ea7\u590d\u7528)   \u2502<br \/>\n\u2502  \u53ef\u89c4\u6a21\u5316      \u2502  \u9ad8             \u2502  \u4f4e            \u2502  \u9ad8               \u2502<br \/>\n\u2502  \u667a\u80fd\u5bc6\u5ea6      \u2502  \u4f4e(\u7ba1\u9053)       \u2502  \u9ad8\u4f46\u4e0d\u53ef\u590d\u5236  \u2502  \u9ad8\u4e14\u53ef\u590d\u5236       \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u5de5\u7a0b\u5b9a\u4e49&#xff1a;<\/p>\n<p>CaaS &#061; \u4ee5\u7ed3\u6784\u5316\u3001\u53ef\u7248\u672c\u5316\u3001\u53ef\u6eaf\u6e90\u3001\u53ef\u88ab Agent \u76f4\u63a5 RAG \u6d88\u8d39\u7684&#034;\u8ba4\u77e5\u8d44\u4ea7&#034;\u4e3a\u6838\u5fc3\u4ea4\u4ed8\u7269&#xff0c;\u901a\u8fc7\u8ba4\u77e5\u8d44\u4ea7\u751f\u4ea7\u5c42\u3001\u6cbb\u7406\u5c42\u3001\u6d88\u8d39\u5c42\u3001\u8ba1\u8d39\u5c42\u7684\u56db\u5c42\u67b6\u6784&#xff0c;\u5411\u4f01\u4e1a\u5185\u90e8 Agent \u548c\u5916\u90e8\u5ba2\u6237\u63d0\u4f9b&#034;\u7406\u89e3\u4e0e\u5224\u65ad\u80fd\u529b&#034;\u7684\u670d\u52a1\u6a21\u5f0f\u3002<\/p>\n<p>\u7c7b\u6bd4\u6765\u8bf4&#xff1a;CaaS \u662f\u8ba4\u77e5\u9886\u57df\u7684\u6c34\u7535\u5382\u3002<\/p>\n<ul>\n<li>\u6c34\u7535\u5382\u4e0d\u5356\u6c34&#xff08;\u90a3\u662f\u6570\u636e&#xff09;&#xff0c;\u4e0d\u5356\u6c34\u7ba1&#xff08;\u90a3\u662f API&#xff09;&#xff0c;\u4e0d\u5356\u6c34\u6cf5&#xff08;\u90a3\u662f\u6a21\u578b&#xff09;&#xff0c;\u5b83\u5356\u7684\u662f&#034;\u52a0\u538b\u540e\u7684\u6e05\u6d01\u6c34\u5230\u6237&#034;\u8fd9\u6574\u4ef6\u4e8b\u2014\u2014\u53ef\u7528\u3001\u53ef\u8ba1\u8d39\u3001\u6709 SLA \u7684\u670d\u52a1\u3002<\/li>\n<li>CaaS \u4e0d\u5356\u77e5\u8bc6&#xff08;\u90a3\u662f\u6587\u6863&#xff09;&#xff0c;\u4e0d\u5356\u63a5\u53e3&#xff08;\u90a3\u662f API&#xff09;&#xff0c;\u4e0d\u5356\u6a21\u578b&#xff08;\u90a3\u662f MaaS&#xff09;&#xff0c;\u5b83\u5356\u7684\u662f&#034;Agent \u6d88\u8d39\u540e\u80fd\u505a\u51fa\u6b63\u786e\u5224\u65ad\u7684\u8ba4\u77e5\u80fd\u529b&#034;\u2014\u2014\u7ed3\u6784\u5316\u3001\u53ef\u6eaf\u6e90\u3001\u6709 SLA \u7684\u8ba4\u77e5\u670d\u52a1\u3002<\/li>\n<\/ul>\n<p>\u91d1\u53e5\u5361&#xff1a;<\/p>\n<p>\u6570\u636e\u662f\u539f\u6750\u6599&#xff0c;\u77e5\u8bc6\u662f\u534a\u6210\u54c1&#xff0c;\u8ba4\u77e5\u662f\u6210\u54c1\u3002CaaS \u4ea4\u4ed8\u7684\u4e0d\u662f\u539f\u6750\u6599&#xff0c;\u4e0d\u662f\u534a\u6210\u54c1&#xff0c;\u800c\u662f&#034;\u5f00\u7bb1\u5373\u7528\u7684\u5224\u65ad\u529b&#034;\u3002<\/p>\n<h4>8.1.2 CaaS \u6210\u7acb\u7684\u4e09\u524d\u63d0<\/h4>\n<p>\u4efb\u4f55\u4e00\u79cd&#034;XaaS&#034;\u90fd\u4e0d\u662f\u51ed\u7a7a\u51fa\u73b0\u7684\u3002SaaS \u6210\u7acb\u7684\u524d\u63d0\u662f\u4e92\u8054\u7f51\u5e26\u5bbd\u8db3\u591f\u3001\u6d4f\u89c8\u5668\u8db3\u591f\u5f3a\u3001SaaS \u591a\u79df\u6237\u6280\u672f\u6210\u719f\u3002CaaS \u4e5f\u4e00\u6837&#xff0c;\u5b83\u9700\u8981\u4e09\u4e2a\u524d\u63d0\u540c\u65f6\u6ee1\u8db3&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                     CaaS \u6210\u7acb\u7684\u4e09\u524d\u63d0                                   \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u524d\u63d0\u4e00              \u524d\u63d0\u4e8c               \u524d\u63d0\u4e09                         \u2502<br \/>\n\u2502  \u5927\u6a21\u578b\u80fd\u529b          Agent &#043; MCP          \u77e5\u8bc6\u5de5\u7a0b\u6210\u719f                     \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510      \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510               \u2502<br \/>\n\u2502  \u2502 \u7406\u89e3&#043;\u751f\u6210 \u2502      \u2502 \u81ea\u4e3b\u8c03\u7528\u77e5\u8bc6  \u2502    \u2502 \u8ba4\u77e5\u8d44\u4ea7\u5316    \u2502               \u2502<br \/>\n\u2502  \u2502 \u63a8\u7406\u80fd\u529b  \u2502      \u2502 \u5de5\u5177\u534f\u8bae\u6807\u51c6\u5316\u2502    \u2502 \u7ed3\u6784\u5316\u6cbb\u7406    \u2502               \u2502<br \/>\n\u2502  \u2502 \u8fbe\u5230\u53ef\u7528 \u2502      \u2502 Agent \u53ef\u7f16\u6392  \u2502    \u2502 \u53ef\u88abRAG\u6d88\u8d39   \u2502               \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518      \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518               \u2502<br \/>\n\u2502        \u2502                  \u2502                    \u2502                         \u2502<br \/>\n\u2502        \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                         \u2502<br \/>\n\u2502                           \u2502                                              \u2502<br \/>\n\u2502                    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                      \u2502<br \/>\n\u2502                    \u2502  CaaS \u6210\u7acb    \u2502                                      \u2502<br \/>\n\u2502                    \u2502  2026\u5e74\u540c\u65f6   \u2502                                      \u2502<br \/>\n\u2502                    \u2502  \u6ee1\u8db3\u4e09\u524d\u63d0   \u2502                                      \u2502<br \/>\n\u2502                    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                      \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u524d\u63d0\u4e00&#xff1a;\u5927\u6a21\u578b\u80fd\u529b\u2014\u2014\u7406\u89e3\u548c\u751f\u6210\u8fbe\u5230\u751f\u4ea7\u53ef\u7528<\/p>\n<p>2023 \u5e74&#xff0c;\u5927\u6a21\u578b\u80fd\u804a\u5929&#xff0c;\u4f46\u4f60\u4e0d\u6562\u8ba9\u5b83\u505a\u51b3\u7b56\u30022025 \u5e74&#xff0c;Claude Sonnet 4\u3001GPT-5.1\u3001\u901a\u4e49\u5343\u95ee 3 \u7b49\u6a21\u578b\u5728\u4ee3\u7801\u751f\u6210\u3001\u957f\u6587\u6863\u7406\u89e3\u3001\u591a\u6b65\u63a8\u7406\u4e0a\u7684\u8868\u73b0&#xff0c;\u5df2\u7ecf\u8fbe\u5230\u4e86&#034;\u751f\u4ea7\u53ef\u7528&#034;\u7684\u95e8\u69db\u3002GitHub Copilot \u6570\u636e\u663e\u793a&#xff0c;\u8d85\u8fc7 1500 \u4e07\u5f00\u53d1\u8005\u7528 AI \u8f85\u52a9\u7f16\u7a0b&#xff0c;\u5e73\u5747 46% \u7684\u4ee3\u7801\u7531 AI \u751f\u6210&#xff1b;Java \u9879\u76ee\u4e2d\u8fd9\u4e00\u6bd4\u4f8b\u8fbe\u5230 61%\u3002Vibe Coding \u6a21\u5f0f\u4e0b\u5f00\u53d1\u8005\u5b8c\u6210\u4efb\u52a1\u901f\u5ea6\u63d0\u5347 55%\u3002<\/p>\n<p>\u524d\u63d0\u4e8c&#xff1a;Agent &#043; MCP\u2014\u2014\u81ea\u4e3b\u6d88\u8d39\u8ba4\u77e5\u7684\u5b9e\u4f53\u51fa\u73b0<\/p>\n<p>\u4ec5\u6709\u5927\u6a21\u578b\u4e0d\u591f\u3002\u5927\u6a21\u578b\u662f&#034;\u5927\u8111&#034;&#xff0c;\u4f46\u6ca1\u6709&#034;\u624b\u811a&#034;\u3002Agent \u8d4b\u4e88\u4e86\u6a21\u578b&#034;\u81ea\u4e3b\u89c4\u5212\u3001\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u3001\u81ea\u4e3b\u6d88\u8d39\u77e5\u8bc6&#034;\u7684\u80fd\u529b\u30022025 \u5e74&#xff0c;MCP&#xff08;Model Context Protocol&#xff09;\u534f\u8bae\u9010\u6b65\u6807\u51c6\u5316&#xff0c;\u8ba9 Agent \u8c03\u7528\u5916\u90e8\u77e5\u8bc6\u5e93\u3001API\u3001\u5de5\u5177\u7684\u65b9\u5f0f\u4ece&#034;\u6bcf\u4e2a\u5e94\u7528\u81ea\u5df1\u5199\u9002\u914d&#034;\u53d8\u6210&#034;\u534f\u8bae\u7ea7\u4e92\u8054&#034;\u3002Agent &#043; MCP \u7684\u7ec4\u5408&#xff0c;\u8ba9&#034;\u673a\u5668\u81ea\u4e3b\u6d88\u8d39\u8ba4\u77e5&#034;\u4ece\u7406\u8bba\u53ef\u80fd\u53d8\u6210\u4e86\u5de5\u7a0b\u73b0\u5b9e\u3002<\/p>\n<p>\u524d\u63d0\u4e09&#xff1a;\u77e5\u8bc6\u5de5\u7a0b\u6210\u719f\u2014\u2014\u8ba4\u77e5\u8d44\u4ea7\u53ef\u88ab\u7ed3\u6784\u5316\u6cbb\u7406<\/p>\n<p>\u5982\u679c\u77e5\u8bc6\u8fd8\u505c\u7559\u5728&#034;\u4e00\u5806 PDF \u548c Word \u6587\u6863&#034;\u7684\u5f62\u6001&#xff0c;Agent \u518d\u5f3a\u4e5f\u6d88\u8d39\u4e0d\u4e86\u30022024-2025 \u5e74&#xff0c;RAG&#xff08;\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff09;\u6280\u672f\u5feb\u901f\u666e\u53ca&#xff0c;\u5411\u91cf\u6570\u636e\u5e93\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u6587\u6863\u7ed3\u6784\u5316\u89e3\u6790\u5de5\u5177\u94fe\u65e5\u8d8b\u6210\u719f\u3002\u4f01\u4e1a\u5f00\u59cb\u6709\u80fd\u529b\u628a\u975e\u7ed3\u6784\u5316\u6587\u6863\u8f6c\u5316\u4e3a&#034;Agent \u53ef\u76f4\u63a5 RAG \u6d88\u8d39&#034;\u7684\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7\u3002<\/p>\n<p>\u4e09\u524d\u63d0\u540c\u65f6\u6ee1\u8db3\u7684\u65f6\u95f4\u7a97\u53e3&#xff1a;2026 \u5e74\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              CaaS \u4e09\u524d\u63d0\u6210\u719f\u65f6\u95f4\u7ebf                                  \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  2023 \u2500\u2500\u2500\u2500 \u5927\u6a21\u578b\u53ef\u7528\u6027\u7a81\u7834&#xff08;GPT-4, \u901a\u4e49\u5343\u95ee2.0&#xff09;                   \u2502<br \/>\n\u2502           \u2502                                                        \u2502<br \/>\n\u2502  2024 \u2500\u2500\u2500\u2500 RAG\/\u5411\u91cf\u68c0\u7d22\u6210\u719f&#xff0c;\u77e5\u8bc6\u7ed3\u6784\u5316\u5de5\u5177\u94fe\u666e\u53ca                   \u2502<br \/>\n\u2502           \u2502                                                        \u2502<br \/>\n\u2502  2025 \u2500\u2500\u2500\u2500 Agent &#043; MCP \u6807\u51c6\u5316&#xff0c;Agent \u751f\u4ea7\u53ef\u7528                       \u2502<br \/>\n\u2502           \u2502                                                        \u2502<br \/>\n\u2502  2026 \u2500\u2500\u2500\u2500 \u4e09\u524d\u63d0\u540c\u65f6\u6ee1\u8db3 \u2500\u2500\u25ba CaaS \u7a97\u53e3\u6253\u5f00                         \u2502<br \/>\n\u2502           \u2502                                                        \u2502<br \/>\n\u2502  2027&#043; \u2500\u2500 \u8ba4\u77e5\u8d44\u4ea7\u89c4\u6a21\u5316\u751f\u4ea7&#xff0c;CaaS \u5546\u4e1a\u6a21\u5f0f\u9a8c\u8bc1                     \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u2705 Tips&#xff1a;\u5224\u65ad\u4f60\u6240\u5728\u7684\u4f01\u4e1a\u662f\u5426\u5177\u5907 CaaS \u843d\u5730\u6761\u4ef6&#xff0c;\u5c31\u770b\u4e09\u4ef6\u4e8b&#xff1a;<\/p>\n<li>\u4f60\u7684\u5927\u6a21\u578b\u8c03\u7528\u662f\u5426\u5df2\u8fdb\u5165\u751f\u4ea7\u73af\u5883&#xff08;\u4e0d\u662f demo&#xff09;&#xff1f;<\/li>\n<li>\u4f60\u7684 Agent \u662f\u5426\u5df2\u80fd\u81ea\u4e3b\u8c03\u7528\u77e5\u8bc6\u5e93\u5b8c\u6210\u7aef\u5230\u7aef\u4efb\u52a1&#xff08;\u4e0d\u662f\u4eba\u5de5\u5582 prompt&#xff09;&#xff1f;<\/li>\n<li>\u4f60\u7684\u6838\u5fc3\u77e5\u8bc6\u662f\u5426\u5df2\u7ed3\u6784\u5316\u4e3a Agent \u53ef RAG \u6d88\u8d39\u7684\u683c\u5f0f&#xff08;\u4e0d\u662f\u4e00\u5806 PDF&#xff09;&#xff1f;<\/li>\n<p>\u4e09\u4e2a&#034;\u662f&#034;\u2014\u2014\u53ef\u4ee5\u5f00\u59cb\u505a CaaS\u3002\u4e09\u4e2a&#034;\u5426&#034;\u2014\u2014\u5148\u628a\u57fa\u7840\u6253\u597d\u3002<\/p>\n<p>\u26a0\ufe0f \u907f\u5751&#xff1a;\u4e0d\u8981\u5728\u524d\u63d0\u4e09&#xff08;\u77e5\u8bc6\u5de5\u7a0b\u6210\u719f&#xff09;\u8fd8\u6ca1\u505a\u597d\u7684\u65f6\u5019\u5c31\u51b2 CaaS\u3002\u6700\u5e38\u89c1\u7684\u5931\u8d25\u8def\u5f84\u662f&#xff1a;\u4e70\u4e86\u6700\u5f3a\u7684\u6a21\u578b\u3001\u642d\u4e86\u6700\u597d\u7684 Agent \u6846\u67b6&#xff0c;\u4f46\u77e5\u8bc6\u5e93\u8fd8\u662f\u4e00\u5806\u626b\u63cf\u7248 PDF \u548c\u6df7\u4e71\u7684 Confluence \u9875\u9762\u2014\u2014Agent \u8c03\u51fa\u6765\u7684\u8ba4\u77e5\u8d28\u91cf\u6781\u5dee&#xff0c;\u7528\u6237\u5931\u53bb\u4fe1\u4efb&#xff0c;\u9879\u76ee\u4e0b\u9a6c\u3002\u8ba4\u77e5\u8d44\u4ea7\u7684\u8d28\u91cf\u662f CaaS \u7684\u5929\u82b1\u677f\u3002<\/p>\n<hr \/>\n<h3>8.2 \u8ba4\u77e5\u8d44\u4ea7\u7684\u751f\u4ea7&#xff1a;Vibe Writing \u95ed\u73af\u5168\u89e3<\/h3>\n<h4>8.2.1 \u4ece Vibe Coding \u5230 Vibe Writing<\/h4>\n<p>2025 \u5e74 2 \u6708&#xff0c;Andrej Karpathy \u63d0\u51fa Vibe Coding \u6982\u5ff5\u2014\u2014\u201c\u4f60\u5b8c\u5168\u6c89\u6d78\u5728\u6c1b\u56f4\u91cc&#xff0c;\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u9700\u6c42&#xff0c;AI \u751f\u6210\u4ee3\u7801&#xff0c;\u4f60\u53ea\u9700\u770b\u8fd0\u884c\u7ed3\u679c\u5bf9\u4e0d\u5bf9\u3002\u201d YC \u6570\u636e\u663e\u793a&#xff0c;W25 \u5c4a 1\/4 \u521b\u4e1a\u516c\u53f8 95% \u4ee3\u7801\u7531 AI \u751f\u6210\u3002Vibe Coding \u7684\u672c\u8d28\u662f&#xff1a;\u610f\u56fe &gt; \u4ea7\u51fa&#xff0c;\u4eba\u805a\u7126\u4e8e&#034;\u8981\u4ec0\u4e48&#034;&#xff0c;AI \u8d1f\u8d23&#034;\u600e\u4e48\u505a&#034;\u3002<\/p>\n<p>\u672c\u4e66\u63d0\u51fa Vibe Writing\u2014\u2014\u5b83\u662f Vibe Coding \u5728\u5185\u5bb9\u9886\u57df\u7684\u5bf9\u5076&#xff1a;<\/p>\n<p>Vibe Writing &#061; \u4ee5\u6784\u5efa Agent \u7684\u65b9\u5f0f&#xff0c;\u5c06 AI \u5e94\u7528\u5230\u6280\u672f\u6587\u6863&#xff08;\u8ba4\u77e5\u8d44\u4ea7&#xff09;\u7684\u751f\u4ea7\u6d41\u7a0b\u3002<\/p>\n<p>Vibe Coding \u751f\u4ea7\u4ee3\u7801&#xff0c;Vibe Writing \u751f\u4ea7\u8ba4\u77e5\u8d44\u4ea7\u3002\u4e24\u8005\u7684\u540c\u6784\u5173\u7cfb\u5982\u4e0b&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              Vibe Coding \u4e0e Vibe Writing \u7684\u540c\u6784\u5bf9\u7167                     \u2502<br \/>\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524<br \/>\n\u2502     \u7ef4\u5ea6       \u2502   Vibe Coding        \u2502   Vibe Writing                \u2502<br \/>\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524<br \/>\n\u2502  \u4ea7\u51fa\u7269        \u2502  \u53ef\u8fd0\u884c\u7684\u4ee3\u7801         \u2502  \u53ef\u88abAgent\u6d88\u8d39\u7684\u8ba4\u77e5\u8d44\u4ea7        \u2502<br \/>\n\u2502  \u610f\u56fe &gt; \u4ea7\u51fa   \u2502  \u63cf\u8ff0\u9700\u6c42\u2192AI\u751f\u6210\u4ee3\u7801  \u2502  \u63cf\u8ff0\u8ba4\u77e5\u76ee\u6807\u2192AI\u751f\u6210\u5185\u5bb9        \u2502<br \/>\n\u2502  Loop&#043;Supervisor\u2502 \u7f16\u8bd1\/\u6d4b\u8bd5\/\u4fee\u590d\u95ed\u73af  \u2502  Multi-Judge\u8bc4\u5ba1\/\u4fee\u590d\u95ed\u73af      \u2502<br \/>\n\u2502  \u9886\u57df RAG      \u2502  \u9879\u76ee\u4ee3\u7801\u5e93\u4f5c\u4e3a\u4e0a\u4e0b\u6587 \u2502  \u9886\u57df\u77e5\u8bc6\u5e93\u4f5c\u4e3a\u4e0a\u4e0b\u6587          \u2502<br \/>\n\u2502  E2E \u9a8c\u8bc1      \u2502  \u7aef\u5230\u7aef\u529f\u80fd\u6d4b\u8bd5       \u2502  \u7aef\u5230\u7aef\u8ba4\u77e5\u8d28\u91cf\u9a8c\u8bc1            \u2502<br \/>\n\u2502  \u9a8c\u6536\u6807\u51c6      \u2502  \u529f\u80fd\u8dd1\u901a&#043;\u6d4b\u8bd5\u901a\u8fc7   \u2502  \u51c6\u786e\/\u6e05\u6670\/\u53ef\u884c\u52a8\/\u53d7\u4f17\u5339\u914d     \u2502<br \/>\n\u2502  \u6838\u5fc3\u5dee\u5f02      \u2502  \u6280\u672f\u6b63\u786e\u6027\u6743\u91cd\u9ad8     \u2502  \u7528\u6237\u540c\u7406\u5fc3\u6743\u91cd\u9ad8              \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u91d1\u53e5\u5361&#xff1a;<\/p>\n<p>Vibe Coding \u7684\u9a8c\u6536\u6807\u51c6\u662f&#034;\u4ee3\u7801\u80fd\u8dd1&#034;&#xff0c;Vibe Writing \u7684\u9a8c\u6536\u6807\u51c6\u662f&#034;\u8bfb\u8005\u80fd\u61c2\u3001\u80fd\u505a\u3001\u80fd\u5224\u65ad&#034;\u3002\u524d\u8005\u8003\u9a8c\u6280\u672f\u6b63\u786e\u6027&#xff0c;\u540e\u8005\u8003\u9a8c\u8ba4\u77e5\u540c\u7406\u5fc3\u2014\u2014\u8fd9\u662f\u4e24\u8005\u6700\u672c\u8d28\u7684\u5dee\u5f02\u3002<\/p>\n<h4>8.2.2 Vibe Writing \u95ed\u73af\u5168\u89e3<\/h4>\n<p>Vibe Writing \u4e0d\u662f&#034;\u8ba9 AI \u5e2e\u4f60\u5199\u7bc7\u6587\u7ae0&#034;\u90a3\u4e48\u7b80\u5355\u3002\u5b83\u662f\u4e00\u6761\u5b8c\u6574\u7684\u8ba4\u77e5\u751f\u4ea7\u6d41\u6c34\u7ebf&#xff0c;\u5305\u542b\u56db\u4e2a\u9636\u6bb5&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                    Vibe Writing \u95ed\u73af\u5168\u6d41\u7a0b                                \u2502<br \/>\n\u2502                                                                           \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502<br \/>\n\u2502  \u2502 \u9636\u6bb5\u4e00   \u2502\u2500\u2500\u2500\u2500\u25ba\u2502   \u9636\u6bb5\u4e8c      \u2502\u2500\u2500\u2500\u2500\u25ba\u2502  \u9636\u6bb5\u4e09    \u2502\u2500\u2500\u2500\u2500\u25ba\u2502  \u9636\u6bb5\u56db    \u2502 \u2502<br \/>\n\u2502  \u2502 \u7528\u6237\u6d1e\u5bdf \u2502     \u2502  Agent \u751f\u4ea7   \u2502     \u2502 Multi-Judge\u2502     \u2502 \u53d1\u5e03&#043;\u5ea6\u91cf  \u2502 \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518     \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518     \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518     \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502<br \/>\n\u2502                                                                           \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u2502<br \/>\n\u2502  \u2502 \u9636\u6bb5\u4e00&#xff1a;\u7528\u6237\u6d1e\u5bdf                                                   \u2502    \u2502<br \/>\n\u2502  \u2502                                                                    \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u7528\u6237\u8c03\u7814&#xff1a;\u75db\u70b9\u8bbf\u8c08\u3001\u884c\u4e3a\u57cb\u70b9\u5206\u6790\u3001\u641c\u7d22\u70ed\u8bcd\u6316\u6398                   \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u6570\u636e\u627e\u8ba4\u77e5\u5835\u70b9&#xff1a;\u54ea\u4e9b\u95ee\u9898\u88ab\u53cd\u590d\u95ee&#xff1f;\u54ea\u4e9b\u6587\u6863\u8df3\u51fa\u7387\u9ad8&#xff1f;              \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8f93\u51fa&#xff1a;\u8ba4\u77e5\u5835\u70b9\u6e05\u5355&#xff08;&#034;\u7528\u6237\u5361\u5728\u54ea\u91cc&#034;&#xff09;                              \u2502    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2502<br \/>\n\u2502                                                                           \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u2502<br \/>\n\u2502  \u2502 \u9636\u6bb5\u4e8c&#xff1a;Agent \u751f\u4ea7&#xff08;Vibe Writing &#043; \u9886\u57df RAG&#xff09;                      \u2502    \u2502<br \/>\n\u2502  \u2502                                                                    \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8f93\u5165&#xff1a;\u8ba4\u77e5\u5835\u70b9 &#043; \u9886\u57df\u77e5\u8bc6\u5e93 &#043; \u53d7\u4f17\u753b\u50cf &#043; \u98ce\u683c\u6307\u5357                 \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 Agent \u81ea\u4e3b\u68c0\u7d22\u9886\u57df\u77e5\u8bc6 \u2192 \u751f\u6210\u521d\u7a3f \u2192 \u81ea\u68c0 \u2192 \u8fed\u4ee3                  \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8f93\u51fa&#xff1a;\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7&#xff08;\u6587\u6863\/\u6559\u7a0b\/Demo Agent&#xff09;                    \u2502    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2502<br \/>\n\u2502                                                                           \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u2502<br \/>\n\u2502  \u2502 \u9636\u6bb5\u4e09&#xff1a;Multi-Judge \u8bc4\u5ba1                                           \u2502    \u2502<br \/>\n\u2502  \u2502                                                                    \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u51c6\u786e\u6027 Judge&#xff1a;\u4e8b\u5b9e\u662f\u5426\u6b63\u786e&#xff1f;\u6709\u65e0\u5e7b\u89c9&#xff1f;                            \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u6e05\u6670\u6027 Judge&#xff1a;\u8868\u8fbe\u662f\u5426\u6e05\u695a&#xff1f;\u903b\u8f91\u662f\u5426\u8fde\u8d2f&#xff1f;                       \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u53d7\u4f17 Judge&#xff1a;\u662f\u5426\u5339\u914d\u76ee\u6807\u53d7\u4f17\u7684\u8ba4\u77e5\u6c34\u5e73&#xff1f;                         \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u53ef\u884c\u52a8\u6027 Judge&#xff1a;\u8bfb\u8005\u770b\u5b8c\u80fd\u5426\u76f4\u63a5\u64cd\u4f5c&#xff1f;                           \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u98ce\u683c Judge&#xff1a;\u662f\u5426\u7b26\u5408\u54c1\u724c\/\u98ce\u683c\u6307\u5357&#xff1f;                              \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u4efb\u4e00 Judge \u4e0d\u901a\u8fc7 \u2192 \u56de\u5230\u9636\u6bb5\u4e8c\u91cd\u5199                               \u2502    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2502<br \/>\n\u2502                                                                           \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u2502<br \/>\n\u2502  \u2502 \u9636\u6bb5\u56db&#xff1a;\u53d1\u5e03 &#043; \u5ea6\u91cf&#xff08;\u884c\u4e3a\u57cb\u70b9\u53cd\u9988\u95ed\u73af&#xff09;                              \u2502    \u2502<br \/>\n\u2502  \u2502                                                                    \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u53d1\u5e03\u5230\u77e5\u8bc6\u5e93\/Agent \u77e5\u8bc6\u63a5\u53e3                                      \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u884c\u4e3a\u57cb\u70b9&#xff1a;\u9605\u8bfb\u5b8c\u6210\u7387\u3001\u64cd\u4f5c\u8f6c\u5316\u7387\u3001Agent \u5f15\u7528\u7387                   \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u53cd\u9988\u95ed\u73af&#xff1a;\u5ea6\u91cf\u6570\u636e \u2192 \u56de\u5230\u9636\u6bb5\u4e00&#xff0c;\u53d1\u73b0\u65b0\u7684\u8ba4\u77e5\u5835\u70b9                \u2502    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u8ba9\u6211\u4eec\u9010\u9636\u6bb5\u5c55\u5f00\u3002<\/p>\n<h5>\u9636\u6bb5\u4e00&#xff1a;\u7528\u6237\u6d1e\u5bdf\u2014\u2014\u627e\u5230\u8ba4\u77e5\u5835\u70b9<\/h5>\n<p>\u4f20\u7edf\u6587\u6863\u751f\u4ea7\u7684\u8d77\u70b9\u662f&#034;\u6211\u89c9\u5f97\u7528\u6237\u9700\u8981\u8fd9\u4e2a&#034;\u6216&#034;\u4ea7\u54c1\u7ecf\u7406\u8ba9\u6211\u5199\u8fd9\u4e2a&#034;\u3002Vibe Writing \u7684\u8d77\u70b9\u662f\u6570\u636e\u9a71\u52a8\u7684\u8ba4\u77e5\u5835\u70b9\u53d1\u73b0\u3002<\/p>\n<p>\u8ba4\u77e5\u5835\u70b9&#xff08;Cognitive Bottleneck&#xff09;\u662f\u6307\u7528\u6237\u5728\u7406\u89e3\u3001\u51b3\u7b56\u6216\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u5361\u4f4f\u7684\u5730\u65b9\u3002\u5b83\u901a\u5e38\u8868\u73b0\u4e3a&#xff1a;<\/p>\n<table>\n<tr>\u4fe1\u53f7\u6e90\u8ba4\u77e5\u5835\u70b9\u8868\u73b0\u6316\u6398\u65b9\u6cd5<\/tr>\n<tbody>\n<tr>\n<td>\u5ba2\u670d\u5de5\u5355<\/td>\n<td>\u540c\u4e00\u95ee\u9898\u88ab\u53cd\u590d\u95ee<\/td>\n<td>\u5de5\u5355\u805a\u7c7b &#043; \u9891\u7387\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td>\u641c\u7d22\u65e5\u5fd7<\/td>\n<td>\u7528\u6237\u641c\u4e86\u4f46\u6ca1\u70b9 \/ \u70b9\u4e86\u4f46\u8df3\u51fa<\/td>\n<td>\u641c\u7d22\u65e0\u7ed3\u679c\u7387 &#043; \u8df3\u51fa\u7387<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u6863\u5206\u6790<\/td>\n<td>\u67d0\u9875\u9762\u505c\u7559\u65f6\u95f4\u6781\u957f\u6216\u6781\u77ed<\/td>\n<td>\u505c\u7559\u65f6\u95f4\u5206\u5e03\u5f02\u5e38\u68c0\u6d4b<\/td>\n<\/tr>\n<tr>\n<td>Agent \u65e5\u5fd7<\/td>\n<td>Agent \u8c03\u7528\u77e5\u8bc6\u5e93\u540e\u4ecd\u65e0\u6cd5\u56de\u7b54<\/td>\n<td>Agent \u68c0\u7d22\u5931\u8d25\u7387\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u8bbf\u8c08<\/td>\n<td>\u201c\u6211\u770b\u4e86\u4f46\u4e0d\u77e5\u9053\u600e\u4e48\u505a\u201d<\/td>\n<td>\u5b9a\u6027\u8bbf\u8c08 &#043; \u4efb\u52a1\u5b8c\u6210\u7387\u6d4b\u8bd5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u2705 Tips&#xff1a;\u8ba4\u77e5\u5835\u70b9\u4e0d\u4e00\u5b9a\u5728&#034;\u7528\u6237\u6ca1\u627e\u5230\u4fe1\u606f&#034;\u7684\u5730\u65b9&#xff0c;\u66f4\u53ef\u80fd\u5728&#034;\u7528\u6237\u627e\u5230\u4e86\u4fe1\u606f\u4f46\u7406\u89e3\u4e0d\u4e86&#034;\u7684\u5730\u65b9\u3002\u540e\u8005\u66f4\u9690\u853d&#xff0c;\u4e5f\u66f4\u503c\u5f97\u7528 Vibe Writing \u53bb\u89e3\u51b3\u3002<\/p>\n<h5>\u9636\u6bb5\u4e8c&#xff1a;Agent \u751f\u4ea7\u2014\u2014Vibe Writing &#043; \u9886\u57df RAG<\/h5>\n<p>\u627e\u5230\u8ba4\u77e5\u5835\u70b9\u540e&#xff0c;\u8fdb\u5165\u751f\u4ea7\u9636\u6bb5\u3002\u8fd9\u91cc\u7684\u6838\u5fc3\u662f&#xff1a;\u4e0d\u662f\u4eba\u5199\u6587\u7ae0&#xff0c;\u800c\u662f Agent \u5199\u6587\u7ae0&#xff0c;\u4eba\u505a Supervisor\u3002<\/p>\n<p>Agent \u751f\u4ea7\u7684\u5de5\u4f5c\u6d41\u5982\u4e0b&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              Agent \u751f\u4ea7\u5de5\u4f5c\u6d41&#xff08;Vibe Writing \u6838\u5fc3&#xff09;                 \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                      \u2502<br \/>\n\u2502  \u2502 \u8ba4\u77e5\u5835\u70b9  \u2502 \u2500\u2500 \u8f93\u5165                                               \u2502<br \/>\n\u2502  \u2502 &#043;\u53d7\u4f17\u753b\u50cf \u2502                                                      \u2502<br \/>\n\u2502  \u2502 &#043;\u98ce\u683c\u6307\u5357 \u2502                                                      \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2518                                                      \u2502<br \/>\n\u2502       \u2502                                                            \u2502<br \/>\n\u2502       \u25bc                                                            \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                    \u2502<br \/>\n\u2502  \u2502 \u9886\u57dfRAG   \u2502\u2500\u2500\u2500\u25ba\u2502 \u521d\u7a3f\u751f\u6210  \u2502\u2500\u2500\u2500\u25ba\u2502 \u81ea\u68c0\u5faa\u73af  \u2502                    \u2502<br \/>\n\u2502  \u2502 \u68c0\u7d22\u77e5\u8bc6  \u2502    \u2502 Agent    \u2502    \u2502 \u4e8b\u5b9e\u6838\u5bf9  \u2502                    \u2502<br \/>\n\u2502  \u2502 \u5e93\u4e2d\u76f8\u5173  \u2502    \u2502 \u591a\u8f6e\u751f\u6210  \u2502    \u2502 \u903b\u8f91\u68c0\u67e5  \u2502                    \u2502<br \/>\n\u2502  | \u8ba4\u77e5\u7d20\u6750  \u2502    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2518                    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                         \u2502                          \u2502<br \/>\n\u2502                                        \u25bc                          \u2502<br \/>\n\u2502                                  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                    \u2502<br \/>\n\u2502                                  \u2502 \u7ed3\u6784\u5316   \u2502                    \u2502<br \/>\n\u2502                                  \u2502 \u8ba4\u77e5\u8d44\u4ea7  \u2502                    \u2502<br \/>\n\u2502                                  \u2502 \u8f93\u51fa     \u2502                    \u2502<br \/>\n\u2502                                  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u9886\u57df RAG \u662f\u5173\u952e\u3002Vibe Writing \u7684 Agent \u4e0d\u662f\u51ed\u7a7a&#034;\u7f16&#034;\u5185\u5bb9&#xff0c;\u800c\u662f\u4ece\u4f01\u4e1a\u81ea\u5df1\u7684\u77e5\u8bc6\u5e93\u4e2d\u68c0\u7d22\u3001\u6574\u5408\u3001\u91cd\u7ec4\u5df2\u6709\u8ba4\u77e5\u7d20\u6750&#xff0c;\u751f\u6210\u65b0\u7684\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7\u3002\u8fd9\u5c31\u50cf Vibe Coding \u4e2d Agent \u4f1a\u5148\u8bfb\u9879\u76ee\u4ee3\u7801\u5e93\u518d\u5199\u65b0\u4ee3\u7801\u4e00\u6837\u2014\u2014\u4e0a\u4e0b\u6587\u51b3\u5b9a\u4e86\u4ea7\u51fa\u8d28\u91cf\u3002<\/p>\n<p>\u26a0\ufe0f \u907f\u5751&#xff1a;\u9886\u57df RAG \u77e5\u8bc6\u5e93\u7684\u8d28\u91cf\u76f4\u63a5\u51b3\u5b9a Vibe Writing \u7684\u4ea7\u51fa\u8d28\u91cf\u3002\u5982\u679c\u4f60\u7684\u77e5\u8bc6\u5e93\u672c\u8eab\u5c31\u6709\u9519\u8bef\u3001\u8fc7\u65f6\u6216\u81ea\u76f8\u77db\u76fe\u7684\u5185\u5bb9&#xff0c;Agent \u751f\u6210\u7684\u8ba4\u77e5\u8d44\u4ea7\u4f1a\u7ee7\u627f\u8fd9\u4e9b\u95ee\u9898\u751a\u81f3\u653e\u5927\u5b83\u4eec\u3002Vibe Writing \u7684\u7b2c\u4e00\u6b65\u4e0d\u662f\u8c03 prompt&#xff0c;\u800c\u662f\u6e05\u6d17\u77e5\u8bc6\u5e93\u3002<\/p>\n<h5>\u9636\u6bb5\u4e09&#xff1a;Multi-Judge \u8bc4\u5ba1\u2014\u2014\u4e94\u7ef4\u8d28\u91cf\u95e8\u63a7<\/h5>\n<p>Vibe Coding \u7684\u9a8c\u6536\u6807\u51c6\u76f8\u5bf9\u7b80\u5355&#xff1a;\u7f16\u8bd1\u901a\u8fc7\u3001\u6d4b\u8bd5\u901a\u8fc7\u3001\u529f\u80fd\u8dd1\u901a\u3002Vibe Writing \u7684\u9a8c\u6536\u6807\u51c6\u590d\u6742\u5f97\u591a\u2014\u2014\u56e0\u4e3a&#034;\u8ba4\u77e5\u8d28\u91cf&#034;\u662f\u591a\u7ef4\u5ea6\u7684\u3002\u672c\u4e66\u63d0\u51fa Multi-Judge \u8bc4\u5ba1\u6a21\u578b&#xff0c;\u7528\u4e94\u4e2a\u7ef4\u5ea6\u7684 Agent-Judge \u66ff\u4ee3\u4eba\u5de5\u8bc4\u5ba1&#xff1a;<\/p>\n<table>\n<tr>Judge \u7ef4\u5ea6\u8bc4\u5ba1\u95ee\u9898\u5b9e\u73b0\u65b9\u5f0f\u4e0d\u901a\u8fc7\u5904\u7406<\/tr>\n<tbody>\n<tr>\n<td>\u51c6\u786e\u6027<\/td>\n<td>\u4e8b\u5b9e\u662f\u5426\u6b63\u786e&#xff1f;\u6709\u65e0\u5e7b\u89c9\/\u7f16\u9020&#xff1f;<\/td>\n<td>\u4ea4\u53c9\u9a8c\u8bc1\u9886\u57df RAG &#043; \u4e8b\u5b9e\u6838\u67e5 Agent<\/td>\n<td>\u6807\u8bb0\u9519\u8bef\u6bb5\u843d&#xff0c;\u56de\u5230\u9636\u6bb5\u4e8c\u91cd\u5199<\/td>\n<\/tr>\n<tr>\n<td>\u6e05\u6670\u6027<\/td>\n<td>\u8868\u8fbe\u662f\u5426\u6e05\u695a&#xff1f;\u903b\u8f91\u662f\u5426\u8fde\u8d2f&#xff1f;<\/td>\n<td>LLM-as-Judge &#043; \u53ef\u8bfb\u6027\u8bc4\u5206\u6a21\u578b<\/td>\n<td>\u8981\u6c42\u91cd\u5199\u4e0d\u6e05\u6670\u6bb5\u843d<\/td>\n<\/tr>\n<tr>\n<td>\u53d7\u4f17\u5339\u914d<\/td>\n<td>\u662f\u5426\u5339\u914d\u76ee\u6807\u53d7\u4f17\u8ba4\u77e5\u6c34\u5e73&#xff1f;<\/td>\n<td>\u53d7\u4f17\u753b\u50cf Agent \u6a21\u62df\u9605\u8bfb<\/td>\n<td>\u8c03\u6574\u8868\u8fbe\u6df1\u5ea6&#xff0c;\u91cd\u5199<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u884c\u52a8\u6027<\/td>\n<td>\u8bfb\u8005\u770b\u5b8c\u80fd\u5426\u76f4\u63a5\u64cd\u4f5c&#xff1f;<\/td>\n<td>\u64cd\u4f5c\u6b65\u9aa4\u63d0\u53d6 &#043; \u53ef\u6267\u884c\u6027\u9a8c\u8bc1<\/td>\n<td>\u8865\u5145\u64cd\u4f5c\u6b65\u9aa4\/\u793a\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u683c\u4e00\u81f4\u6027<\/td>\n<td>\u662f\u5426\u7b26\u5408\u54c1\u724c\/\u98ce\u683c\u6307\u5357&#xff1f;<\/td>\n<td>\u98ce\u683c\u5206\u7c7b\u5668 &#043; \u98ce\u683c\u6307\u5357 RAG<\/td>\n<td>\u98ce\u683c\u4fee\u6b63\u91cd\u5199<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                  Multi-Judge \u8bc4\u5ba1\u6d41\u7a0b                               \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                          \u2502<br \/>\n\u2502              \u2502 \u8ba4\u77e5\u8d44\u4ea7  \u2502                                          \u2502<br \/>\n\u2502              \u2502  \u521d\u7a3f    \u2502                                          \u2502<br \/>\n\u2502              \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2518                                          \u2502<br \/>\n\u2502                   \u2502                                                \u2502<br \/>\n\u2502      \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                  \u2502<br \/>\n\u2502      \u2502            \u2502            \u2502                                  \u2502<br \/>\n\u2502      \u25bc            \u25bc            \u25bc                                  \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u2502<br \/>\n\u2502  \u2502\u51c6\u786e\u6027  \u2502  \u2502\u6e05\u6670\u6027  \u2502  \u2502\u53d7\u4f17    \u2502  \u2502\u53ef\u884c\u52a8  \u2502  \u2502\u98ce\u683c    \u2502     \u2502<br \/>\n\u2502  \u2502Judge   \u2502  \u2502Judge   \u2502  \u2502Judge   \u2502  \u2502Judge   \u2502  \u2502Judge   \u2502     \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518     \u2502<br \/>\n\u2502      \u2502           \u2502           \u2502           \u2502           \u2502           \u2502<br \/>\n\u2502      \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518           \u2502<br \/>\n\u2502                              \u2502                                     \u2502<br \/>\n\u2502                    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                         \u2502<br \/>\n\u2502                    \u2502  \u5168\u90e8\u901a\u8fc7?           \u2502                         \u2502<br \/>\n\u2502                    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                         \u2502<br \/>\n\u2502                     \u662f \u2502           \u2502 \u5426                           \u2502<br \/>\n\u2502                        \u25bc           \u25bc                              \u2502<br \/>\n\u2502                   \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                    \u2502<br \/>\n\u2502                   \u2502 \u53d1\u5e03   \u2502  \u2502 \u8fd4\u56de\u9636\u6bb5\u4e8c   \u2502                    \u2502<br \/>\n\u2502                   \u2502 \u9636\u6bb5\u56db \u2502  \u2502 \u6807\u8bb0\u95ee\u9898\u6bb5\u843d  \u2502                    \u2502<br \/>\n\u2502                   \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2502 \u91cd\u5199         \u2502                    \u2502<br \/>\n\u2502                               \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u91d1\u53e5\u5361&#xff1a;<\/p>\n<p>Vibe Coding \u7684\u95ed\u73af\u662f&#034;\u7f16\u8bd1-\u6d4b\u8bd5-\u4fee\u590d&#034;&#xff0c;Vibe Writing \u7684\u95ed\u73af\u662f&#034;\u751f\u4ea7-Multi-Judge-\u4fee\u590d&#034;\u3002\u4e24\u8005\u7684\u5171\u540c\u672c\u8d28\u662f&#xff1a;\u8ba9 AI \u81ea\u5df1\u5f53 Supervisor&#xff0c;\u7528\u81ea\u52a8\u5316\u8d28\u91cf\u95e8\u63a7\u66ff\u4ee3\u4eba\u8089\u5ba1\u67e5\u3002<\/p>\n<h5>\u9636\u6bb5\u56db&#xff1a;\u53d1\u5e03 &#043; \u5ea6\u91cf\u2014\u2014\u884c\u4e3a\u57cb\u70b9\u53cd\u9988\u95ed\u73af<\/h5>\n<p>\u8ba4\u77e5\u8d44\u4ea7\u53d1\u5e03\u540e&#xff0c;\u4e0d\u662f&#034;\u53d1\u5e03\u5373\u7ed3\u675f&#034;&#xff0c;\u800c\u662f&#034;\u53d1\u5e03\u5373\u5f00\u59cb\u5ea6\u91cf&#034;\u3002Vibe Writing \u7684\u5ea6\u91cf\u5c42\u8981\u56de\u7b54\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898&#xff1a;\u8fd9\u7bc7\u8ba4\u77e5\u8d44\u4ea7\u662f\u5426\u771f\u6b63\u89e3\u51b3\u4e86\u7528\u6237\u7684\u8ba4\u77e5\u5835\u70b9&#xff1f;<\/p>\n<p>\u5ea6\u91cf\u6307\u6807\u5206\u4e09\u7c7b&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u7c7b\u522b\u5177\u4f53\u6307\u6807\u542b\u4e49<\/tr>\n<tbody>\n<tr>\n<td>\u9605\u8bfb\u6307\u6807<\/td>\n<td>\u5b8c\u6210\u7387\u3001\u505c\u7559\u65f6\u95f4\u3001\u6eda\u52a8\u6df1\u5ea6<\/td>\n<td>\u7528\u6237\u662f\u5426\u771f\u7684\u8bfb\u4e86<\/td>\n<\/tr>\n<tr>\n<td>\u884c\u52a8\u6307\u6807<\/td>\n<td>\u64cd\u4f5c\u8f6c\u5316\u7387\u3001\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u9519\u8bef\u7387<\/td>\n<td>\u7528\u6237\u8bfb\u5b8c\u662f\u5426\u80fd\u505a\u5bf9<\/td>\n<\/tr>\n<tr>\n<td>Agent \u6307\u6807<\/td>\n<td>Agent \u5f15\u7528\u7387\u3001Agent \u56de\u7b54\u51c6\u786e\u7387\u63d0\u5347<\/td>\n<td>Agent \u662f\u5426\u80fd\u6d88\u8d39\u5e76\u6539\u5584\u8f93\u51fa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5ea6\u91cf\u6570\u636e\u56de\u6d41\u5230\u9636\u6bb5\u4e00&#xff0c;\u5f62\u6210\u8ba4\u77e5\u5835\u70b9 \u2192 \u8ba4\u77e5\u8d44\u4ea7 \u2192 \u5ea6\u91cf \u2192 \u65b0\u8ba4\u77e5\u5835\u70b9\u7684\u6301\u7eed\u95ed\u73af\u3002\u8fd9\u5c31\u662f Vibe Writing \u7684&#034;Loop&#034;\u2014\u2014\u4e0d\u662f\u4e00\u6b21\u6027\u5199\u5b8c&#xff0c;\u800c\u662f\u6301\u7eed\u8fed\u4ee3\u3002<\/p>\n<h4>8.2.3 Vibe Writing \u4e0e Vibe Coding \u7684\u8fc1\u79fb\u6210\u672c\u4e0e\u5dee\u5f02<\/h4>\n<p>\u65e2\u7136\u4e24\u8005\u540c\u6784&#xff0c;Vibe Coding \u7684\u7ecf\u9a8c\u80fd\u5426\u76f4\u63a5\u8fc1\u79fb\u5230 Vibe Writing&#xff1f;\u53ef\u4ee5&#xff0c;\u4f46\u9700\u6ce8\u610f\u5173\u952e\u5dee\u5f02&#xff1a;<\/p>\n<table>\n<tr>\u8fc1\u79fb\u9879Vibe Coding \u7ecf\u9a8cVibe Writing \u8fc1\u79fb\u5dee\u5f02\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u610f\u56fe\u63cf\u8ff0<\/td>\n<td>\u5199\u597d\u9700\u6c42\u63cf\u8ff0<\/td>\n<td>\u5199\u597d\u8ba4\u77e5\u76ee\u6807\u63cf\u8ff0<\/td>\n<td>\u57fa\u672c\u4e00\u81f4<\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u7ba1\u7406<\/td>\n<td>\u9879\u76ee\u4ee3\u7801\u5e93<\/td>\n<td>\u9886\u57df\u77e5\u8bc6\u5e93<\/td>\n<td>\u77e5\u8bc6\u5e93\u8d28\u91cf\u95e8\u69db\u66f4\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>Loop \u673a\u5236<\/td>\n<td>\u7f16\u8bd1-\u6d4b\u8bd5-\u4fee\u590d<\/td>\n<td>Multi-Judge-\u4fee\u590d<\/td>\n<td>Judge \u7ef4\u5ea6\u66f4\u591a<\/td>\n<\/tr>\n<tr>\n<td>Supervisor<\/td>\n<td>\u6d4b\u8bd5\u8986\u76d6\u7387<\/td>\n<td>\u8ba4\u77e5\u8d28\u91cf\u5ea6\u91cf<\/td>\n<td>\u5ea6\u91cf\u66f4\u4e3b\u89c2<\/td>\n<\/tr>\n<tr>\n<td>\u6838\u5fc3\u5dee\u5f02<\/td>\n<td>\u6280\u672f\u6b63\u786e\u6027<\/td>\n<td>\u7528\u6237\u540c\u7406\u5fc3<\/td>\n<td>\u4ee3\u7801\u5bf9\u9519\u5206\u660e&#xff0c;\u8ba4\u77e5\u597d\u4e0d\u597d\u5f88\u4e3b\u89c2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6838\u5fc3\u5dee\u5f02&#xff1a;\u7528\u6237\u540c\u7406\u5fc3\u6743\u91cd\u9ad8\u3002<\/p>\n<p>Vibe Coding \u4e2d&#xff0c;\u4ee3\u7801\u8981\u4e48\u80fd\u8dd1\u8981\u4e48\u4e0d\u80fd\u8dd1&#xff0c;\u9a8c\u6536\u6807\u51c6\u76f8\u5bf9\u5ba2\u89c2\u3002Vibe Writing \u4e2d&#xff0c;\u201c\u8ba4\u77e5\u8d44\u4ea7\u597d\u4e0d\u597d&#034;\u9ad8\u5ea6\u53d6\u51b3\u4e8e\u53d7\u4f17\u2014\u2014\u540c\u6837\u7684\u6280\u672f\u5185\u5bb9&#xff0c;\u7ed9\u521d\u5b66\u8005\u7684\u5199\u6cd5\u548c\u7ed9\u4e13\u5bb6\u7684\u5199\u6cd5\u5b8c\u5168\u4e0d\u540c\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48 Multi-Judge \u4e2d\u6709\u4e00\u4e2a\u4e13\u95e8\u7684&#034;\u53d7\u4f17 Judge\u201d\u2014\u2014\u5b83\u6a21\u62df\u76ee\u6807\u53d7\u4f17\u7684\u8ba4\u77e5\u6c34\u5e73\u6765\u8bc4\u5224\u5185\u5bb9\u662f\u5426\u53ef\u7406\u89e3\u3002<\/p>\n<p>\u2705 Tips&#xff1a;\u4ece Vibe Coding \u8fc1\u79fb\u5230 Vibe Writing&#xff0c;\u6700\u5927\u7684\u8ba4\u77e5\u8f6c\u53d8\u662f&#xff1a;\u4f60\u7684&#034;\u7528\u6237&#034;\u4e0d\u53ea\u662f\u4eba\u7c7b\u8bfb\u8005\u4e86&#xff0c;\u8fd8\u5305\u62ec Agent\u3002 \u8ba4\u77e5\u8d44\u4ea7\u5fc5\u987b\u540c\u65f6\u8ba9\u4eba\u7c7b\u548c Agent \u90fd\u80fd\u6d88\u8d39\u2014\u2014\u4eba\u7c7b\u8981\u80fd\u8bfb\u61c2&#xff0c;Agent \u8981\u80fd RAG \u68c0\u7d22\u5e76\u5f15\u7528\u3002\u8fd9\u5c31\u662f\u4e0b\u4e00\u8282&#034;\u6cbb\u7406\u4e0e\u6d88\u8d39\u63a5\u53e3&#034;\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n<hr \/>\n<h3>8.3 \u8ba4\u77e5\u8d44\u4ea7\u7684\u6cbb\u7406\u4e0e\u6d88\u8d39\u63a5\u53e3<\/h3>\n<h4>8.3.1 \u4e3a\u4ec0\u4e48\u9700\u8981\u6cbb\u7406<\/h4>\n<p>Vibe Writing \u751f\u4ea7\u7684\u8ba4\u77e5\u8d44\u4ea7\u5982\u679c\u53ea\u662f&#034;\u5199\u5b8c\u6254\u5230\u77e5\u8bc6\u5e93\u91cc&#034;&#xff0c;\u90a3\u548c\u4f20\u7edf\u6587\u6863\u6ca1\u6709\u672c\u8d28\u533a\u522b\u3002CaaS \u65f6\u4ee3&#xff0c;\u8ba4\u77e5\u8d44\u4ea7\u5fc5\u987b\u6ee1\u8db3\u56db\u4e2a\u6cbb\u7406\u8981\u6c42&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u8d44\u4ea7\u6cbb\u7406\u56db\u8981\u6c42                                      \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502   \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510        \u2502<br \/>\n\u2502   \u2502 \u7ed3\u6784\u5316   \u2502  \u2502 \u7248\u672c\u5316   \u2502  \u2502 \u6743\u9650\u5316   \u2502  \u2502 \u53ef\u6eaf\u6e90   \u2502        \u2502<br \/>\n\u2502   \u2502          \u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502        \u2502<br \/>\n\u2502   \u2502 Agent\u53ef  \u2502  \u2502 \u6bcf\u6b21\u4fee   \u2502  \u2502 \u4e0d\u540c\u89d2  \u2502  \u2502 \u6bcf\u6761\u8ba4   \u2502        \u2502<br \/>\n\u2502   \u2502 \u76f4\u63a5RAG  \u2502  \u2502 \u6539\u6709\u7248   \u2502  \u2502 \u8272\u770b\u5230  \u2502  \u2502 \u77e5\u53ef\u8ffd  \u2502        \u2502<br \/>\n\u2502   \u2502 \u6d88\u8d39     \u2502  \u2502 \u672c\u53f7     \u2502  \u2502 \u4e0d\u540c\u8ba4  \u2502  \u2502 \u6eaf\u5230\u751f  \u2502        \u2502<br \/>\n\u2502   \u2502          \u2502  \u2502          \u2502  \u2502 \u77e5\u8d44\u4ea7   \u2502  \u2502 \u4ea7\u8005&#043;   \u2502        \u2502<br \/>\n\u2502   \u2502          \u2502  \u2502          \u2502  \u2502          \u2502  \u2502 \u6570\u636e\u6e90  \u2502        \u2502<br \/>\n\u2502   \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518        \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<h4>8.3.2 \u7ed3\u6784\u5316&#xff1a;\u8ba9 Agent \u76f4\u63a5 RAG \u6d88\u8d39<\/h4>\n<p>\u4f20\u7edf\u6587\u6863\u662f\u5199\u7ed9\u4eba\u770b\u7684\u2014\u2014\u6709\u6807\u9898\u3001\u6bb5\u843d\u3001\u914d\u56fe\u3001\u6392\u7248\u3002\u4f46 Agent \u6d88\u8d39\u6587\u6863\u7684\u65b9\u5f0f\u5b8c\u5168\u4e0d\u540c\u2014\u2014\u5b83\u9700\u8981\u7684\u662f\u7ed3\u6784\u5316\u3001\u8bed\u4e49\u660e\u786e\u3001\u53ef\u5206\u5757\u68c0\u7d22\u7684\u77e5\u8bc6\u5355\u5143\u3002<\/p>\n<p>\u8ba4\u77e5\u8d44\u4ea7\u7684\u7ed3\u6784\u5316\u6807\u51c6\u5982\u4e0b&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u8d44\u4ea7\u7ed3\u6784\u5316\u6807\u51c6                                      \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u4f20\u7edf\u6587\u6863&#xff1a;                         \u8ba4\u77e5\u8d44\u4ea7&#xff1a;                      \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510             \u2502<br \/>\n\u2502  \u2502 # \u6807\u9898         \u2502                \u2502 {              \u2502             \u2502<br \/>\n\u2502  \u2502 \u4e00\u5927\u6bb5\u6587\u5b57     \u2502                \u2502   &#034;id&#034;: &#034;&#8230;&#034;, \u2502             \u2502<br \/>\n\u2502  \u2502 \u53e6\u4e00\u6bb5\u6587\u5b57     \u2502                \u2502   &#034;title&#034;:&#8230;, \u2502             \u2502<br \/>\n\u2502  \u2502 ## \u5b50\u6807\u9898     \u2502                \u2502   &#034;summary&#034;:..,\u2502             \u2502<br \/>\n\u2502  \u2502 \u66f4\u591a\u6587\u5b57       \u2502   \u2500\u2500\u2500\u2500\u25ba        \u2502   &#034;content&#034;:..,\u2502             \u2502<br \/>\n\u2502  \u2502 &#8230;           \u2502                \u2502   &#034;audience&#034;:..\u2502             \u2502<br \/>\n\u2502  \u2502               \u2502                \u2502   &#034;tags&#034;: [&#8230;]\u2502             \u2502<br \/>\n\u2502  \u2502 (\u4eba\u80fd\u8bfb,       \u2502                \u2502   &#034;version&#034;: 3 \u2502             \u2502<br \/>\n\u2502  \u2502  Agent\u96be\u6d88\u8d39)  \u2502                \u2502   &#034;source&#034;: &#8230;\u2502             \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                \u2502 }              \u2502             \u2502<br \/>\n\u2502                                    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518             \u2502<br \/>\n\u2502                                    (\u4eba\u548cAgent\u90fd\u80fd\u6d88\u8d39)              \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u6bcf\u4e2a\u8ba4\u77e5\u8d44\u4ea7\u5355\u5143\u5e94\u5305\u542b\u4ee5\u4e0b\u5143\u6570\u636e\u5b57\u6bb5&#xff1a;<\/p>\n<table>\n<tr>\u5b57\u6bb5\u7c7b\u578b\u8bf4\u660e\u793a\u4f8b<\/tr>\n<tbody>\n<tr>\n<td>id<\/td>\n<td>string<\/td>\n<td>\u552f\u4e00\u6807\u8bc6<\/td>\n<td>\u201ccaas-asset-001\u201d<\/td>\n<\/tr>\n<tr>\n<td>title<\/td>\n<td>string<\/td>\n<td>\u6807\u9898<\/td>\n<td>\u201c\u5982\u4f55\u914d\u7f6e\u901a\u4e49\u5343\u95eeAPI\u8ba4\u8bc1\u201d<\/td>\n<\/tr>\n<tr>\n<td>summary<\/td>\n<td>string<\/td>\n<td>\u6458\u8981&#xff08;Agent\u68c0\u7d22\u7684\u7b2c\u4e00\u5165\u53e3&#xff09;<\/td>\n<td>\u201c\u672c\u6587\u4ecb\u7ecd\u901a\u4e49\u5343\u95eeAPI\u2026\u201d<\/td>\n<\/tr>\n<tr>\n<td>content<\/td>\n<td>structured<\/td>\n<td>\u6b63\u6587&#xff08;\u5206\u5757\u5b58\u50a8&#xff09;<\/td>\n<td>[{\u201ch\u201d:\u201c\u6b65\u9aa41\u201d,\u201cbody\u201d:\u201c\u2026\u201d}]<\/td>\n<\/tr>\n<tr>\n<td>audience<\/td>\n<td>enum<\/td>\n<td>\u76ee\u6807\u53d7\u4f17<\/td>\n<td>beginner\/intermediate\/expert<\/td>\n<\/tr>\n<tr>\n<td>tags<\/td>\n<td>string[]<\/td>\n<td>\u8bed\u4e49\u6807\u7b7e<\/td>\n<td>[\u201cAPI\u201d,\u201c\u8ba4\u8bc1\u201d,\u201c\u901a\u4e49\u5343\u95ee\u201d]<\/td>\n<\/tr>\n<tr>\n<td>version<\/td>\n<td>int<\/td>\n<td>\u7248\u672c\u53f7<\/td>\n<td>3<\/td>\n<\/tr>\n<tr>\n<td>source<\/td>\n<td>string<\/td>\n<td>\u6570\u636e\u6765\u6e90<\/td>\n<td>\u201c\u9886\u57dfRAG:\u5b98\u65b9\u6587\u6863v2.1\u201d<\/td>\n<\/tr>\n<tr>\n<td>judge_scores<\/td>\n<td>object<\/td>\n<td>Multi-Judge\u8bc4\u5206<\/td>\n<td>{\u201caccuracy\u201d:0.95,\u2026}<\/td>\n<\/tr>\n<tr>\n<td>embed_vector<\/td>\n<td>float[]<\/td>\n<td>\u5411\u91cf\u5d4c\u5165<\/td>\n<td>[0.12, -0.34, \u2026]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u2705 Tips&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u7684\u7ed3\u6784\u5316\u4e0d\u662f&#034;\u628a Word \u8f6c\u6210 JSON&#034;\u8fd9\u4e48\u7b80\u5355\u3002\u6838\u5fc3\u662f\u8bed\u4e49\u5206\u5757\u2014\u2014\u628a\u4e00\u7bc7\u6587\u6863\u62c6\u6210 Agent \u80fd\u72ec\u7acb\u68c0\u7d22\u548c\u5f15\u7528\u7684\u6700\u5c0f\u8ba4\u77e5\u5355\u5143&#xff0c;\u6bcf\u4e2a\u5355\u5143\u81ea\u5305\u542b\u3001\u53ef\u590d\u7528\u3001\u4e0d\u4f9d\u8d56\u4e0a\u4e0b\u6587\u4e5f\u80fd\u7406\u89e3\u3002\u8fd9\u5c31\u50cf Vibe Coding \u4e2d\u628a\u5927\u51fd\u6570\u62c6\u6210\u5c0f\u51fd\u6570\u2014\u2014\u9ad8\u5185\u805a\u4f4e\u8026\u5408\u3002<\/p>\n<h4>8.3.3 \u7248\u672c\u5316\u3001\u6743\u9650\u5316\u3001\u53ef\u6eaf\u6e90<\/h4>\n<p>\u7248\u672c\u5316&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u6bcf\u6b21\u4fee\u6539\u90fd\u6709\u7248\u672c\u53f7&#xff0c;\u652f\u6301 diff \u548c\u56de\u6eda\u3002\u8fd9\u89e3\u51b3\u4e86&#034;\u6587\u6863\u6539\u4e86\u4f46\u4e0d\u77e5\u9053\u6539\u4e86\u4ec0\u4e48&#034;\u7684\u7ecf\u5178\u95ee\u9898\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u8d44\u4ea7\u7248\u672c\u7ba1\u7406                                        \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  v1.0 (2026-01-15)  \u521d\u59cb\u7248\u672c &#8211; Agent\u751f\u6210                           \u2502<br \/>\n\u2502    \u2502                                                               \u2502<br \/>\n\u2502    \u251c\u2500 v1.1 (2026-02-01)  \u8865\u5145\u64cd\u4f5c\u793a\u4f8b &#8211; Multi-Judge\u53ef\u884c\u52a8\u6027\u4fee\u590d     \u2502<br \/>\n\u2502    \u2502                                                               \u2502<br \/>\n\u2502    \u2514\u2500 v2.0 (2026-03-15)  \u91cd\u5199\u53d7\u4f17\u9002\u914d &#8211; \u53d7\u4f17Judge\u4e0d\u901a\u8fc7              \u2502<br \/>\n\u2502         \u2502                                                          \u2502<br \/>\n\u2502         \u2514\u2500 v2.1 (2026-04-01)  \u4e8b\u5b9e\u66f4\u65b0 &#8211; \u9886\u57dfRAG\u77e5\u8bc6\u5e93\u66f4\u65b0\u89e6\u53d1     \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u6743\u9650\u5316&#xff1a;\u4e0d\u540c\u89d2\u8272\u770b\u5230\u4e0d\u540c\u7684\u8ba4\u77e5\u8d44\u4ea7\u96c6\u5408\u3002\u4f8b\u5982&#xff1a;<\/p>\n<ul>\n<li>\u5916\u90e8\u5ba2\u6237&#xff1a;\u53ea\u80fd\u770b\u5230 audience&#061;beginner \u4e14 access_level&#061;public \u7684\u8d44\u4ea7<\/li>\n<li>\u5185\u90e8\u5de5\u7a0b\u5e08&#xff1a;\u53ef\u4ee5\u770b\u5230 audience&#061;expert \u7684\u6280\u672f\u8d44\u4ea7<\/li>\n<li>Agent \u8fd0\u884c\u65f6&#xff1a;\u6839\u636e\u8c03\u7528\u8005\u8eab\u4efd\u52a8\u6001\u8fc7\u6ee4\u53ef\u6d88\u8d39\u7684\u8d44\u4ea7\u8303\u56f4<\/li>\n<\/ul>\n<p>\u53ef\u6eaf\u6e90&#xff1a;\u6bcf\u6761\u8ba4\u77e5\u8d44\u4ea7\u53ef\u8ffd\u6eaf\u5230&#xff1a;<\/p>\n<ul>\n<li>\u751f\u4ea7\u8005&#xff08;Vibe Writing Agent \/ \u4eba\u5de5\u7f16\u8f91&#xff09;<\/li>\n<li>\u6570\u636e\u6e90&#xff08;\u9886\u57dfRAG\u77e5\u8bc6\u5e93\u4e2d\u7684\u54ea\u4e9b\u539f\u59cb\u6587\u6863&#xff09;<\/li>\n<li>\u8bc4\u5ba1\u8bb0\u5f55&#xff08;Multi-Judge \u5404\u7ef4\u5ea6\u8bc4\u5206\u548c\u4fee\u6539\u5386\u53f2&#xff09;<\/li>\n<\/ul>\n<p>\u53ef\u6eaf\u6e90\u662f CaaS \u4fe1\u4efb\u7684\u57fa\u77f3\u3002 \u5982\u679c Agent \u57fa\u4e8e CaaS \u505a\u51fa\u4e86\u4e00\u4e2a\u9519\u8bef\u5224\u65ad&#xff0c;\u4f60\u5fc5\u987b\u80fd\u8ffd\u67e5\u5230&#034;\u662f\u54ea\u6761\u8ba4\u77e5\u8d44\u4ea7\u6709\u95ee\u9898\u3001\u5b83\u7684\u6570\u636e\u6e90\u662f\u4ec0\u4e48\u3001\u8c01\u751f\u4ea7\u7684\u3001\u4ec0\u4e48\u65f6\u5019\u66f4\u65b0\u7684&#034;\u3002\u6ca1\u6709\u53ef\u6eaf\u6e90&#xff0c;\u5c31\u6ca1\u6709\u4fe1\u4efb&#xff1b;\u6ca1\u6709\u4fe1\u4efb&#xff0c;\u5c31\u6ca1\u6709 CaaS \u7684\u5546\u4e1a\u5316\u3002<\/p>\n<h4>8.3.4 \u6d88\u8d39\u63a5\u53e3&#xff1a;\u77e5\u8bc6\u2192Agent\u2192\u7528\u6237\u7684\u5185\u5faa\u73af<\/h4>\n<p>\u8ba4\u77e5\u8d44\u4ea7\u6cbb\u7406\u597d\u540e&#xff0c;\u9700\u8981\u4e00\u5957\u6d88\u8d39\u63a5\u53e3\u8ba9 Agent \u80fd\u76f4\u63a5\u8c03\u7528\u3002\u8fd9\u5957\u63a5\u53e3\u7684\u8bbe\u8ba1\u76ee\u6807\u662f&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u8d44\u4ea7\u6d88\u8d39\u63a5\u53e3&#xff1a;\u77e5\u8bc6\u2192Agent\u2192\u7528\u6237\u5185\u5faa\u73af                   \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510     \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510           \u2502<br \/>\n\u2502  \u2502 \u8ba4\u77e5\u8d44\u4ea7\u5e93  \u2502\u2500\u2500\u2500\u2500\u25ba\u2502 Agent \u8fd0\u884c\u65f6 \u2502\u2500\u2500\u2500\u2500\u25ba\u2502  \u7528\u6237\u4ea4\u4e92   \u2502           \u2502<br \/>\n\u2502  \u2502 (\u6cbb\u7406\u5c42)   \u2502 RAG \u2502 (\u6d88\u8d39\u5c42)    \u2502 \u56de\u7b54 \u2502 (\u5e94\u7528\u5c42)   \u2502           \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518     \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518     \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518           \u2502<br \/>\n\u2502         \u25b2                                       \u2502                  \u2502<br \/>\n\u2502         \u2502            \u884c\u4e3a\u57cb\u70b9\u53cd\u9988                \u2502                  \u2502<br \/>\n\u2502         \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                  \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u6d88\u8d39\u63a5\u53e3\u534f\u8bae&#xff08;MCP-compatible&#xff09;&#xff1a;                                    \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  1. search_cognition(query, audience, access_level)               \u2502<br \/>\n\u2502     \u2192 \u8fd4\u56de\u5339\u914d\u7684\u8ba4\u77e5\u8d44\u4ea7\u5217\u8868&#xff08;\u542b\u6458\u8981&#043;\u8bc4\u5206&#xff09;                         \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  2. get_cognition(asset_id, version)                              \u2502<br \/>\n\u2502     \u2192 \u8fd4\u56de\u5b8c\u6574\u8ba4\u77e5\u8d44\u4ea7\u5185\u5bb9                                          \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  3. cite_cognition(asset_id, snippet)                             \u2502<br \/>\n\u2502     \u2192 Agent\u5728\u56de\u7b54\u4e2d\u5f15\u7528\u8ba4\u77e5\u8d44\u4ea7&#xff08;\u53ef\u6eaf\u6e90&#xff09;                           \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  4. feedback_cognition(asset_id, signal)                          \u2502<br \/>\n\u2502     \u2192 \u7528\u6237\/Agent\u53cd\u9988\u8ba4\u77e5\u8d44\u4ea7\u8d28\u91cf&#xff08;\u56de\u6d41\u5230\u5ea6\u91cf\u5c42&#xff09;                    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u8fd9\u5957\u63a5\u53e3\u8ba9&#034;\u77e5\u8bc6\u2192Agent\u2192\u7528\u6237&#034;\u5f62\u6210\u5185\u5faa\u73af&#xff1a;<\/p>\n<li>Agent \u63a5\u6536\u7528\u6237\u95ee\u9898 \u2192 \u8c03\u7528 search_cognition \u68c0\u7d22\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<li>Agent \u57fa\u4e8e\u68c0\u7d22\u5230\u7684\u8ba4\u77e5\u8d44\u4ea7\u751f\u6210\u56de\u7b54 \u2192 \u8c03\u7528 cite_cognition \u5f15\u7528\u6765\u6e90<\/li>\n<li>\u7528\u6237\u770b\u5230\u56de\u7b54&#xff08;\u5e26\u5f15\u7528\u6765\u6e90&#xff09;\u2192 \u7528\u6237\u884c\u4e3a\u88ab\u57cb\u70b9<\/li>\n<li>\u884c\u4e3a\u6570\u636e\u901a\u8fc7 feedback_cognition \u56de\u6d41 \u2192 \u89e6\u53d1 Vibe Writing \u95ed\u73af\u66f4\u65b0\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<p>\u91d1\u53e5\u5361&#xff1a;<\/p>\n<p>\u4f20\u7edf\u77e5\u8bc6\u7ba1\u7406\u662f&#034;\u5199\u4e86\u653e\u90a3\u513f\u7b49\u4eba\u6765\u770b&#034;&#xff0c;CaaS \u662f&#034;Agent \u4e3b\u52a8\u6d88\u8d39\u8ba4\u77e5\u8d44\u4ea7\u5e76\u5f15\u7528\u6765\u6e90\u56de\u7b54\u7528\u6237&#034;\u3002\u8fd9\u4e0d\u662f\u88ab\u52a8\u68c0\u7d22&#xff0c;\u662f\u4e3b\u52a8\u8ba4\u77e5\u2014\u2014\u77e5\u8bc6\u4e0d\u518d\u662f\u9759\u6001\u6587\u6863&#xff0c;\u800c\u662f\u6d41\u52a8\u7684\u8ba4\u77e5\u80fd\u529b\u3002<\/p>\n<hr \/>\n<h3>8.4 CaaS \u5206\u5c42\u4e0e\u5546\u4e1a\u6a21\u5f0f<\/h3>\n<h4>8.4.1 CaaS \u56db\u5c42\u67b6\u6784<\/h4>\n<p>CaaS \u7684\u5de5\u7a0b\u5316\u843d\u5730\u9700\u8981\u56db\u5c42\u67b6\u6784\u652f\u6491\u3002\u8fd9\u56db\u5c42\u5bf9\u5e94\u8ba4\u77e5\u8d44\u4ea7\u4ece\u751f\u4ea7\u5230\u6d88\u8d39\u5230\u8ba1\u8d39\u7684\u5b8c\u6574\u94fe\u8def&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                        CaaS \u56db\u5c42\u67b6\u6784                                   \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u2502<br \/>\n\u2502  \u2502  \u8ba1\u8d39\u5c42&#xff08;Billing Layer&#xff09;                                       \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 Token\u8ba1\u8d39 \u2192 \u51b3\u7b56\u8ba1\u8d39 \u2192 \u8ba4\u77e5\u5355\u5143\u8ba1\u8d39                          \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 SLA\u7ba1\u7406&#xff1a;\u8ba4\u77e5\u6b63\u786e\u6027\u627f\u8bfa                                       \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8ba1\u91cf&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u8c03\u7528\u6b21\u6570\/\u8d28\u91cf\/\u6548\u679c                               \u2502    \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524    \u2502<br \/>\n\u2502  \u2502  \u6d88\u8d39\u5c42&#xff08;Consumption Layer&#xff09;                                   \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 Agent \u8fd0\u884c\u65f6&#xff1a;RAG\u68c0\u7d22 &#043; \u5f15\u7528 &#043; \u56de\u7b54                          \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u6d88\u8d39\u63a5\u53e3&#xff1a;search\/get\/cite\/feedback                           \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u591a\u6a21\u6001\u6d88\u8d39&#xff1a;\u6587\u6863\/\u6559\u7a0b\/Demo Agent\/\u89c6\u9891                          \u2502    \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524    \u2502<br \/>\n\u2502  \u2502  \u6cbb\u7406\u5c42&#xff08;Governance Layer&#xff09;                                    \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u7ed3\u6784\u5316 &#043; \u7248\u672c\u5316 &#043; \u6743\u9650\u5316 &#043; \u53ef\u6eaf\u6e90                             \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8ba4\u77e5\u8d44\u4ea7\u5143\u6570\u636e\u7ba1\u7406                                           \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u8d28\u91cf\u95e8\u63a7&#xff1a;Multi-Judge\u8bc4\u5206\u5b58\u6863                               \u2502    \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524    \u2502<br \/>\n\u2502  \u2502  \u751f\u4ea7\u5c42&#xff08;Production Layer&#xff09;                                     \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 Vibe Writing \u95ed\u73af&#xff1a;\u6d1e\u5bdf\u2192\u751f\u4ea7\u2192\u8bc4\u5ba1\u2192\u53d1\u5e03\u2192\u5ea6\u91cf                  \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u9886\u57df RAG \u77e5\u8bc6\u5e93                                             \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 Multi-Judge \u8bc4\u5ba1\u5f15\u64ce                                        \u2502    \u2502<br \/>\n\u2502  \u2502  \u00b7 \u884c\u4e3a\u57cb\u70b9 &#043; \u53cd\u9988\u95ed\u73af                                          \u2502    \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<h4>8.4.2 \u4e09\u79cd\u5546\u4e1a\u6a21\u5f0f<\/h4>\n<p>CaaS \u7684\u56db\u5c42\u67b6\u6784\u5bf9\u5e94\u4e09\u79cd\u5546\u4e1a\u6a21\u5f0f&#xff0c;\u4e0e AI \u5236\u836f\u884c\u4e1a\u7684\u4e09\u79cd\u6a21\u5f0f\u5f62\u6210\u7c7b\u6bd4&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502          CaaS \u4e09\u79cd\u5546\u4e1a\u6a21\u5f0f vs AI\u5236\u836f\u4e09\u79cd\u6a21\u5f0f \u5bf9\u7167                       \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u2502<br \/>\n\u2502  \u2502  AI\u5236\u836f\u6a21\u5f0f  \u2502  CaaS \u5bf9\u5e94\u6a21\u5f0f    \u2502  \u6838\u5fc3\u903b\u8f91                    \u2502  \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524  \u2502<br \/>\n\u2502  \u2502  AI-Biotech  \u2502  \u81ea\u5efa\u8ba4\u77e5\u8d44\u4ea7      \u2502  \u81ea\u5df1\u751f\u4ea7\u8ba4\u77e5\u8d44\u4ea7             \u2502  \u2502<br \/>\n\u2502  \u2502  (\u81ea\u7814\u65b0\u836f)  \u2502  (\u81ea\u7528\u578bCaaS)     \u2502  \u81ea\u5df1\u6d88\u8d39&#xff0c;\u8d4b\u80fd\u5185\u90e8Agent     \u2502  \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524  \u2502<br \/>\n\u2502  \u2502  AI-CRO      \u2502  \u63d0\u4f9b\u8ba4\u77e5\u670d\u52a1      \u2502  \u4e3a\u5ba2\u6237\u751f\u4ea7\u8ba4\u77e5\u8d44\u4ea7          \u2502  \u2502<br \/>\n\u2502  \u2502  (\u5916\u5305\u7814\u53d1)  \u2502  (\u670d\u52a1\u578bCaaS)     \u2502  \u6309\u9879\u76ee\u4ea4\u4ed8\u8ba4\u77e5\u80fd\u529b          \u2502  \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524  \u2502<br \/>\n\u2502  \u2502  AI-SaaS     \u2502  \u5356\u8ba4\u77e5\u5e73\u53f0       \u2502  \u63d0\u4f9bCaaS\u5e73\u53f0&#043;\u5de5\u5177\u94fe         \u2502  \u2502<br \/>\n\u2502  \u2502  (\u8f6f\u4ef6\u5e73\u53f0)  \u2502  (\u5e73\u53f0\u578bCaaS)     \u2502  \u5ba2\u6237\u81ea\u5efa\u8ba4\u77e5\u8d44\u4ea7            \u2502  \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u6a21\u5f0f\u4e00&#xff1a;\u81ea\u5efa\u8ba4\u77e5\u8d44\u4ea7&#xff08;\u81ea\u7528\u578b CaaS&#xff09;<\/p>\n<p>\u7c7b\u6bd4 AI-Biotech \u6a21\u5f0f&#xff08;\u5982\u82f1\u77fd\u667a\u80fd\u81ea\u7814\u65b0\u836f&#xff09;\u3002\u4f01\u4e1a\u81ea\u5efa Vibe Writing \u95ed\u73af&#xff0c;\u751f\u4ea7\u81ea\u5df1\u7684\u8ba4\u77e5\u8d44\u4ea7&#xff0c;\u8d4b\u80fd\u5185\u90e8\u7684 Agent \u548c\u5458\u5de5\u3002<\/p>\n<ul>\n<li>\u9002\u7528\u5bf9\u8c61&#xff1a;\u5927\u578b\u4f01\u4e1a&#xff08;\u5982\u963f\u91cc\u4e91\u3001\u534e\u4e3a\u4e91&#xff09;\u3001\u6709\u5927\u91cf\u4e13\u4e1a\u77e5\u8bc6\u6c89\u6dc0\u7684\u673a\u6784<\/li>\n<li>\u6295\u5165&#xff1a;\u9ad8&#xff08;\u9700\u8981\u5efa\u8bbe\u56db\u5c42\u5b8c\u6574\u67b6\u6784&#xff09;<\/li>\n<li>\u56de\u62a5&#xff1a;\u5185\u90e8\u6548\u7387\u63d0\u5347 &#043; \u8ba4\u77e5\u8d44\u4ea7\u58c1\u5792<\/li>\n<li>\u5178\u578b\u6848\u4f8b&#xff1a;\u963f\u91cc\u4e91\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u6218\u7565&#xff08;\u8be6\u89c1 8.8 \u8282&#xff09;<\/li>\n<\/ul>\n<p>\u53cd\u5171\u8bc6&#xff1a;\u5f88\u591a\u4f01\u4e1a\u8ba4\u4e3a&#034;\u6211\u4eec\u6709\u6587\u6863&#xff0c;\u7b49\u4e8e\u6709\u8ba4\u77e5\u8d44\u4ea7&#034;\u3002\u9519\u3002\u6587\u6863\u662f\u5199\u7ed9\u4eba\u770b\u7684&#xff0c;\u8ba4\u77e5\u8d44\u4ea7\u662f\u5199\u7ed9 Agent \u6d88\u8d39\u7684\u3002\u4ece\u6587\u6863\u5230\u8ba4\u77e5\u8d44\u4ea7\u7684\u8f6c\u5316&#xff0c;\u9700\u8981\u5b8c\u6574\u7684\u7ed3\u6784\u5316\u3001\u6cbb\u7406\u3001\u6d88\u8d39\u63a5\u53e3\u5efa\u8bbe\u2014\u2014\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u9879\u5de5\u7a0b\u3002<\/p>\n<p>\u6a21\u5f0f\u4e8c&#xff1a;\u63d0\u4f9b\u8ba4\u77e5\u670d\u52a1&#xff08;\u670d\u52a1\u578b CaaS&#xff09;<\/p>\n<p>\u7c7b\u6bd4 AI-CRO \u6a21\u5f0f&#xff08;\u5982\u6676\u6cf0\u79d1\u6280\u4e3a\u836f\u4f01\u63d0\u4f9b AI \u836f\u7269\u7b5b\u9009\u670d\u52a1&#xff09;\u3002\u4f01\u4e1a\u4e0d\u5356\u5e73\u53f0&#xff0c;\u800c\u662f\u76f4\u63a5\u4e3a\u5ba2\u6237\u63d0\u4f9b&#034;\u8ba4\u77e5\u8d44\u4ea7\u751f\u4ea7&#034;\u670d\u52a1\u2014\u2014\u5ba2\u6237\u8bf4&#034;\u6211\u4eec\u9700\u8981\u8fd9\u6279\u6280\u672f\u6587\u6863\u7684\u8ba4\u77e5\u8d44\u4ea7\u5316&#034;&#xff0c;\u4f60\u7528 Vibe Writing \u95ed\u73af\u5e2e\u4ed6\u4eec\u751f\u4ea7\u3001\u6cbb\u7406\u3001\u4ea4\u4ed8\u3002<\/p>\n<ul>\n<li>\u9002\u7528\u5bf9\u8c61&#xff1a;\u77e5\u8bc6\u5de5\u7a0b\u670d\u52a1\u5546\u3001\u6280\u672f\u6587\u6863\u5916\u5305\u516c\u53f8\u5347\u7ea7\u3001\u54a8\u8be2\u516c\u53f8<\/li>\n<li>\u6295\u5165&#xff1a;\u4e2d&#xff08;\u5df2\u6709\u751f\u4ea7\u80fd\u529b\u548c\u5de5\u5177\u94fe&#xff09;<\/li>\n<li>\u56de\u62a5&#xff1a;\u6309\u9879\u76ee\u8ba1\u8d39&#xff0c;\u5355\u4ef7\u9ad8<\/li>\n<li>\u6838\u5fc3\u80fd\u529b&#xff1a;Vibe Writing \u95ed\u73af\u5de5\u7a0b\u80fd\u529b &#043; \u9886\u57df\u77e5\u8bc6\u7406\u89e3<\/li>\n<\/ul>\n<p>\u6a21\u5f0f\u4e09&#xff1a;\u5356\u8ba4\u77e5\u5e73\u53f0&#xff08;\u5e73\u53f0\u578b CaaS&#xff09;<\/p>\n<p>\u7c7b\u6bd4 AI-SaaS \u6a21\u5f0f&#xff08;\u5982 Schr\u00f6dinger \u5356\u836f\u7269\u8ba1\u7b97\u8bbe\u8ba1\u8f6f\u4ef6\u5e73\u53f0&#xff09;\u3002\u4f01\u4e1a\u63d0\u4f9b\u5b8c\u6574\u7684 CaaS \u5e73\u53f0\u548c\u5de5\u5177\u94fe&#xff0c;\u8ba9\u5ba2\u6237\u81ea\u5df1\u751f\u4ea7\u3001\u6cbb\u7406\u3001\u6d88\u8d39\u8ba4\u77e5\u8d44\u4ea7\u3002<\/p>\n<ul>\n<li>\u9002\u7528\u5bf9\u8c61&#xff1a;AI \u57fa\u7840\u8bbe\u65bd\u5382\u5546\u3001\u4e91\u670d\u52a1\u5546<\/li>\n<li>\u6295\u5165&#xff1a;\u6781\u9ad8&#xff08;\u9700\u8981\u4ea7\u54c1\u5316\u56db\u5c42\u67b6\u6784&#xff09;<\/li>\n<li>\u56de\u62a5&#xff1a;\u8ba2\u9605\u5236 SaaS \u6536\u5165 &#043; \u7f51\u7edc\u6548\u5e94<\/li>\n<li>\u5178\u578b\u6848\u4f8b&#xff1a;\u963f\u91cc\u4e91\u767e\u70bc\u5e73\u53f0&#xff08;\u63d0\u4f9b RAG \u5e94\u7528\u6784\u5efa\u80fd\u529b&#xff09;<\/li>\n<\/ul>\n<h4>8.4.3 \u4e09\u79cd\u6a21\u5f0f\u7684\u9009\u62e9\u7b56\u7565<\/h4>\n<table>\n<tr>\u7ef4\u5ea6\u81ea\u5efa\u8ba4\u77e5\u8d44\u4ea7\u63d0\u4f9b\u8ba4\u77e5\u670d\u52a1\u5356\u8ba4\u77e5\u5e73\u53f0<\/tr>\n<tbody>\n<tr>\n<td>\u6295\u5165\u95e8\u69db<\/td>\n<td>\u9ad8<\/td>\n<td>\u4e2d<\/td>\n<td>\u6781\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u89c1\u6548\u901f\u5ea6<\/td>\n<td>\u6162&#xff08;6-12\u6708&#xff09;<\/td>\n<td>\u5feb&#xff08;1-3\u6708&#xff09;<\/td>\n<td>\u6700\u6162&#xff08;12-24\u6708&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u62a4\u57ce\u6cb3<\/td>\n<td>\u8ba4\u77e5\u8d44\u4ea7\u58c1\u5792<\/td>\n<td>\u4eba\u624d&#043;\u6d41\u7a0b\u58c1\u5792<\/td>\n<td>\u5e73\u53f0\u7f51\u7edc\u6548\u5e94<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u5408\u89c4\u6a21<\/td>\n<td>\u5927\u578b\u4f01\u4e1a<\/td>\n<td>\u4e2d\u578b\u670d\u52a1\u5546<\/td>\n<td>\u57fa\u7840\u8bbe\u65bd\u5382\u5546<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u4e89\u98ce\u9669<\/td>\n<td>\u4e2d&#xff08;\u8d44\u4ea7\u53ef\u88ab\u590d\u5236&#xff09;<\/td>\n<td>\u9ad8&#xff08;\u4eba\u624d\u53ef\u6d41\u5931&#xff09;<\/td>\n<td>\u4f4e&#xff08;\u5e73\u53f0\u9501\u5b9a&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u2705 Tips&#xff1a;\u5bf9\u5927\u591a\u6570\u4f01\u4e1a&#xff0c;\u63a8\u8350\u8def\u5f84\u662f&#xff1a;\u5148\u81ea\u5efa&#xff08;\u9a8c\u8bc1 Vibe Writing \u95ed\u73af\u8dd1\u901a&#xff09;\u2192 \u518d\u670d\u52a1\u5316&#xff08;\u628a\u80fd\u529b\u5916\u6ea2\u7ed9\u5ba2\u6237&#xff09;\u2192 \u6700\u540e\u5e73\u53f0\u5316&#xff08;\u4ea7\u54c1\u5316\u5de5\u5177\u94fe&#xff09;\u3002\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u505a\u5e73\u53f0\u2014\u2014\u6ca1\u6709\u81ea\u5df1\u7684\u8ba4\u77e5\u8d44\u4ea7\u6c89\u6dc0&#xff0c;\u5e73\u53f0\u53ea\u662f\u7a7a\u58f3\u3002<\/p>\n<hr \/>\n<h3>8.5 CaaS \u8ba1\u8d39\u4e0e SLA<\/h3>\n<h4>8.5.1 \u8ba1\u8d39\u6f14\u8fdb\u4e09\u9636\u6bb5<\/h4>\n<p>CaaS \u7684\u8ba1\u8d39\u6a21\u5f0f\u4e0d\u662f\u4e00\u6210\u4e0d\u53d8\u7684\u3002\u968f\u7740\u8ba4\u77e5\u8d44\u4ea7\u7684\u6210\u719f\u5ea6\u63d0\u5347&#xff0c;\u8ba1\u8d39\u5355\u4f4d\u4ece\u7c97\u5230\u7ec6\u5206\u4e09\u4e2a\u9636\u6bb5\u6f14\u8fdb&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                    CaaS \u8ba1\u8d39\u6f14\u8fdb\u4e09\u9636\u6bb5                                   \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u9636\u6bb5\u4e00               \u9636\u6bb5\u4e8c                \u9636\u6bb5\u4e09                      \u2502<br \/>\n\u2502  Token\u8ba1\u8d39     \u2500\u2500\u2500\u25ba   \u51b3\u7b56\u8ba1\u8d39      \u2500\u2500\u2500\u25ba   \u8ba4\u77e5\u5355\u5143\u8ba1\u8d39               \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510       \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510        \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                \u2502<br \/>\n\u2502  \u2502 \u6309Token  \u2502       \u2502 \u6309\u51b3\u7b56   \u2502        \u2502 \u6309\u8ba4\u77e5    \u2502                \u2502<br \/>\n\u2502  \u2502 \u7528\u91cf\u8ba1\u8d39 \u2502       \u2502 \u7ed3\u679c\u8ba1\u8d39 \u2502        \u2502 \u5355\u5143\u8ba1\u8d39  \u2502                \u2502<br \/>\n\u2502  \u2502          \u2502       \u2502          \u2502        \u2502          \u2502                \u2502<br \/>\n\u2502  \u2502 \u7c97\u653e     \u2502       \u2502 \u4e2d\u7b49     \u2502        \u2502 \u7cbe\u7ec6     \u2502                \u2502<br \/>\n\u2502  \u2502 \u4e0d\u53ef\u63a7   \u2502       \u2502 \u96be\u5b9a\u4e49   \u2502        \u2502 \u53ef\u6eaf\u6e90   \u2502                \u2502<br \/>\n\u2502  \u2502 \u8ddf\u6a21\u578b   \u2502       \u2502 \u8ddf\u884c\u4e3a   \u2502        \u2502 \u8ddf\u8d44\u4ea7   \u2502                \u2502<br \/>\n\u2502  \u2502 \u8d70       \u2502       \u2502 \u8d70       \u2502        \u2502 \u8d70       \u2502                \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518       \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518        \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  2023-2025           2025-2026           2026&#043;                         \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u9636\u6bb5\u4e00&#xff1a;Token \u8ba1\u8d39&#xff08;\u8ddf\u6a21\u578b\u8d70&#xff09;<\/p>\n<p>\u8fd9\u662f MaaS \u65f6\u4ee3\u7684\u8ba1\u8d39\u65b9\u5f0f\u2014\u2014\u6309\u8f93\u5165\/\u8f93\u51fa Token \u6570\u91cf\u8ba1\u8d39\u3002\u7b80\u5355\u7c97\u66b4&#xff0c;\u4f46\u95ee\u9898\u662f&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u65e0\u6cd5\u9884\u6d4b\u4e00\u6b21\u8ba4\u77e5\u670d\u52a1\u7684\u6210\u672c&#xff08;\u4e0d\u77e5\u9053\u8981\u68c0\u7d22\u591a\u5c11 Token&#xff09;<\/li>\n<li>\u8ba4\u77e5\u8d28\u91cf\u4e0e Token \u7528\u91cf\u4e0d\u76f8\u5173&#xff08;\u957f\u56de\u7b54\u4e0d\u7b49\u4e8e\u597d\u56de\u7b54&#xff09;<\/li>\n<li>CaaS \u63d0\u4f9b\u65b9\u65e0\u6cd5\u4f53\u73b0&#034;\u8ba4\u77e5\u8d44\u4ea7&#034;\u7684\u4ef7\u503c&#xff08;\u53ea\u6536\u4e86\u6a21\u578b\u8c03\u7528\u8d39&#xff09;<\/li>\n<\/ul>\n<p>\u9636\u6bb5\u4e8c&#xff1a;\u51b3\u7b56\u8ba1\u8d39&#xff08;\u8ddf\u884c\u4e3a\u8d70&#xff09;<\/p>\n<p>\u6309 Agent \u5b8c\u6210\u4e00\u6b21\u51b3\u7b56\/\u4efb\u52a1\u8ba1\u8d39\u3002\u4f8b\u5982&#xff1a;<\/p>\n<ul>\n<li>Agent \u56de\u7b54\u4e00\u6b21\u6280\u672f\u95ee\u9898&#xff1a;0.5 \u5143<\/li>\n<li>Agent \u5b8c\u6210\u4e00\u6b21\u5de5\u5355\u5206\u7c7b&#xff1a;0.3 \u5143<\/li>\n<li>Agent \u751f\u6210\u4e00\u6b21\u4ee3\u7801\u5ba1\u67e5\u62a5\u544a&#xff1a;2 \u5143<\/li>\n<\/ul>\n<p>\u8fd9\u6bd4 Token \u8ba1\u8d39\u8fdb\u4e00\u6b65\u2014\u2014\u7528\u6237\u6309&#034;\u51b3\u7b56\u7ed3\u679c&#034;\u4ed8\u8d39&#xff0c;\u4e0d\u5173\u5fc3\u4e2d\u95f4\u6d88\u8017\u4e86\u591a\u5c11 Token\u3002\u4f46\u95ee\u9898\u662f&#xff1a;<\/p>\n<ul>\n<li>&#034;\u51b3\u7b56&#034;\u7684\u7c92\u5ea6\u96be\u5b9a\u4e49&#xff08;\u4ec0\u4e48\u7b97\u4e00\u6b21\u51b3\u7b56&#xff1f;&#xff09;<\/li>\n<li>\u51b3\u7b56\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50&#xff08;\u590d\u6742\u95ee\u9898\u548c\u7b80\u5355\u95ee\u9898\u4ef7\u683c\u4e00\u6837\u4e0d\u5408\u7406&#xff09;<\/li>\n<\/ul>\n<p>\u9636\u6bb5\u4e09&#xff1a;\u8ba4\u77e5\u5355\u5143\u8ba1\u8d39&#xff08;\u8ddf\u8d44\u4ea7\u8d70&#xff09;<\/p>\n<p>\u8fd9\u662f CaaS \u7684\u7ec8\u6781\u8ba1\u8d39\u6a21\u5f0f\u2014\u2014\u6309&#034;\u8ba4\u77e5\u5355\u5143&#034;&#xff08;Cognition Unit&#xff09;\u8ba1\u8d39\u3002<\/p>\n<p>\u8ba4\u77e5\u5355\u5143 &#061; Agent \u8c03\u7528\u4e00\u6761\u8ba4\u77e5\u8d44\u4ea7\u5e76\u751f\u6210\u4e00\u6b21\u53ef\u6eaf\u6e90\u56de\u7b54\u7684\u6700\u5c0f\u8ba1\u8d39\u5355\u4f4d\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u5355\u5143\u8ba1\u8d39\u6a21\u578b                                        \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u4e00\u6b21\u8ba4\u77e5\u5355\u5143 &#061; \u68c0\u7d22\u6210\u672c &#043; \u5f15\u7528\u6210\u672c &#043; \u751f\u6210\u6210\u672c &#043; \u8d28\u91cf\u6ea2\u4ef7           \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510         \u2502<br \/>\n\u2502  \u2502 \u68c0\u7d22\u6210\u672c \u2502  \u2502 \u5f15\u7528\u6210\u672c \u2502  \u2502 \u751f\u6210\u6210\u672c \u2502  \u2502 \u8d28\u91cf\u6ea2\u4ef7 \u2502         \u2502<br \/>\n\u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502         \u2502<br \/>\n\u2502  \u2502 \u5411\u91cf\u68c0\u7d22 \u2502  \u2502 \u8ba4\u77e5\u8d44\u4ea7 \u2502  \u2502 LLM\u751f\u6210  \u2502  \u2502 Judge\u8bc4\u5206\u2502         \u2502<br \/>\n\u2502  \u2502 \u8ba1\u7b97     \u2502  \u2502 \u7248\u672c\u6388\u6743 \u2502  \u2502 \u56de\u7b54     \u2502  \u2502 \u8d8a\u9ad8\u5355\u4ef7 \u2502         \u2502<br \/>\n\u2502  \u2502          \u2502  \u2502 \u8d39      \u2502  \u2502          \u2502  \u2502 \u8d8a\u9ad8    \u2502         \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518         \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u6700\u7ec8\u4ef7\u683c &#061; base_price \u00d7 (1 &#043; judge_score_bonus)                   \u2502<br \/>\n\u2502  \u4f8b&#xff1a;base&#061;0.3\u5143, judge_score&#061;0.9, bonus&#061;0.5                       \u2502<br \/>\n\u2502  \u6700\u7ec8 &#061; 0.3 \u00d7 (1 &#043; 0.9\u00d70.5) &#061; 0.44\u5143                               \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u8ba4\u77e5\u5355\u5143\u8ba1\u8d39\u7684\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u6eaf\u6e90&#xff1a;\u6bcf\u7b14\u8d39\u7528\u53ef\u8ffd\u6eaf\u5230\u5177\u4f53\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<li>\u8d28\u91cf\u5b9a\u4ef7&#xff1a;Multi-Judge \u8bc4\u5206\u8d8a\u9ad8&#xff0c;\u8ba4\u77e5\u8d44\u4ea7\u5355\u4ef7\u8d8a\u9ad8\u2014\u2014\u6fc0\u52b1\u9ad8\u8d28\u91cf\u751f\u4ea7<\/li>\n<li>\u53ef\u9884\u6d4b&#xff1a;\u7528\u6237\u77e5\u9053&#034;\u4e00\u6b21\u8ba4\u77e5\u8c03\u7528&#034;\u7684\u4ef7\u683c\u8303\u56f4<\/li>\n<\/ul>\n<h4>8.5.2 &#034;\u8ba4\u77e5\u6b63\u786e\u6027&#034;\u627f\u8bfa\u7684 SLA \u6311\u6218<\/h4>\n<p>\u4f20\u7edf\u4e91\u670d\u52a1 SLA \u627f\u8bfa\u7684\u662f&#034;\u53ef\u7528\u6027&#034;&#xff08;99.9% uptime&#xff09;\u3002CaaS \u7684 SLA \u8981\u627f\u8bfa\u7684\u662f&#034;\u8ba4\u77e5\u6b63\u786e\u6027&#034;\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u8fdc\u6bd4&#034;\u53ef\u7528\u6027&#034;\u590d\u6742\u7684\u627f\u8bfa\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u4f20\u7edfSLA vs CaaS SLA \u5bf9\u7167                                \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510            \u2502<br \/>\n\u2502  \u2502   \u7ef4\u5ea6       \u2502  \u4f20\u7edf\u4e91SLA      \u2502  CaaS SLA         \u2502            \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524            \u2502<br \/>\n\u2502  \u2502  \u627f\u8bfa\u5bf9\u8c61    \u2502  \u670d\u52a1\u53ef\u7528\u6027     \u2502  \u8ba4\u77e5\u6b63\u786e\u6027       \u2502            \u2502<br \/>\n\u2502  \u2502  \u5ea6\u91cf\u65b9\u5f0f    \u2502  uptime%       \u2502  \u5224\u65ad\u51c6\u786e\u7387%      \u2502            \u2502<br \/>\n\u2502  \u2502  \u5ea6\u91cf\u96be\u5ea6    \u2502  \u4f4e&#xff08;\u4e8c\u503c&#xff1a;\u901a\/\u65ad&#xff09;\u2502  \u9ad8&#xff08;\u591a\u7ef4\u5ea6&#xff09;    \u2502            \u2502<br \/>\n\u2502  \u2502  \u5ba2\u89c2\u6027      \u2502  \u5ba2\u89c2           \u2502  \u534a\u4e3b\u89c2           \u2502            \u2502<br \/>\n\u2502  \u2502  \u8fdd\u7ea6\u5b9a\u4e49    \u2502  downtime      \u2502  \u8ba4\u77e5\u9519\u8bef&#043;\u5f71\u54cd\u8303\u56f4 \u2502            \u2502<br \/>\n\u2502  \u2502  \u8d54\u507f\u65b9\u5f0f    \u2502  \u670d\u52a1\u8d39\u51cf\u514d     \u2502  \u4fee\u590d&#043;\u8ffd\u6eaf&#043;\u8865\u507f    \u2502            \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518            \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>CaaS SLA \u7684\u6838\u5fc3\u6311\u6218&#xff1a;<\/p>\n<li>&#034;\u6b63\u786e&#034;\u600e\u4e48\u5b9a\u4e49&#xff1f; \u6280\u672f\u6587\u6863\u7684\u6b63\u786e\u6027\u4e0d\u50cf\u4ee3\u7801\u2014\u2014\u4ee3\u7801\u80fd\u8dd1\u5c31\u662f\u5bf9\u7684&#xff0c;\u6587\u6863\u7684&#034;\u6b63\u786e&#034;\u53d6\u51b3\u4e8e\u53d7\u4f17\u3001\u4e0a\u4e0b\u6587\u3001\u65f6\u6548\u6027\u3002<\/li>\n<li>\u8c01\u6765\u5224\u65ad&#034;\u4e0d\u6b63\u786e&#034;&#xff1f; \u7528\u6237\u53cd\u9988&#xff1f;Multi-Judge&#xff1f;\u4eba\u5de5\u5ba1\u6838&#xff1f;\u4e09\u8005\u5982\u4f55\u7ec4\u5408&#xff1f;<\/li>\n<li>&#034;\u4e0d\u6b63\u786e&#034;\u7684\u540e\u679c\u600e\u4e48\u8861\u91cf&#xff1f; \u4e00\u6b21\u8ba4\u77e5\u9519\u8bef\u5bfc\u81f4\u7528\u6237\u914d\u9519\u4e86 API\u2014\u2014\u635f\u5931\u600e\u4e48\u7b97&#xff1f;<\/li>\n<p>\u672c\u4e66\u5efa\u8bae\u7684 CaaS SLA \u6846\u67b6&#xff1a;<\/p>\n<table>\n<tr>SLA \u5c42\u7ea7\u627f\u8bfa\u5ea6\u91cf\u8fdd\u7ea6\u5904\u7406<\/tr>\n<tbody>\n<tr>\n<td>L1 \u57fa\u7840<\/td>\n<td>\u8ba4\u77e5\u8d44\u4ea7\u53ef\u68c0\u7d22\u7387 \u226599.9%<\/td>\n<td>API \u8c03\u7528\u6210\u529f\u7387<\/td>\n<td>\u670d\u52a1\u8d39\u51cf\u514d<\/td>\n<\/tr>\n<tr>\n<td>L2 \u6807\u51c6<\/td>\n<td>\u8ba4\u77e5\u6b63\u786e\u7387 \u226595%<\/td>\n<td>Multi-Judge &#043; \u7528\u6237\u53cd\u9988<\/td>\n<td>\u6807\u8bb0&#043;\u4fee\u590d&#043;\u8865\u507f<\/td>\n<\/tr>\n<tr>\n<td>L3 \u9ad8\u7ea7<\/td>\n<td>\u51b3\u7b56\u51c6\u786e\u7387 \u226590%<\/td>\n<td>\u7aef\u5230\u7aef\u4efb\u52a1\u5b8c\u6210\u7387\u9a8c\u8bc1<\/td>\n<td>\u4e13\u5bb6\u4ecb\u5165&#043;\u5168\u989d\u9000\u6b3e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u26a0\ufe0f \u907f\u5751&#xff1a;\u4e0d\u8981\u5728 CaaS \u65e9\u671f\u9636\u6bb5\u627f\u8bfa L3 \u7ea7\u522b SLA\u3002\u8ba4\u77e5\u6b63\u786e\u6027\u53d7\u592a\u591a\u56e0\u7d20\u5f71\u54cd&#xff08;\u6a21\u578b\u7248\u672c\u3001RAG \u8d28\u91cf\u3001\u7528\u6237\u63d0\u95ee\u65b9\u5f0f&#xff09;&#xff0c;\u8fc7\u65e9\u627f\u8bfa\u9ad8 SLA \u4f1a\u5bfc\u81f4\u5de8\u989d\u8d54\u507f\u3002\u5148\u505a L1&#xff0c;\u9a8c\u8bc1\u540e\u5347 L2&#xff0c;\u6210\u719f\u540e\u518d\u8003\u8651 L3\u3002<\/p>\n<hr \/>\n<h3>8.6 \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7<\/h3>\n<h4>8.6.1 \u8ba4\u77e5\u8d44\u4ea7\u4e0d\u53ea\u662f\u6587\u6863<\/h4>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62&#xff0c;\u6211\u4eec\u8ba8\u8bba\u7684\u8ba4\u77e5\u8d44\u4ea7\u4f3c\u4e4e\u90fd\u662f&#034;\u7ed3\u6784\u5316\u6587\u6863&#034;\u3002\u4f46 CaaS \u4ea4\u4ed8\u7684\u662f&#034;\u7406\u89e3\u4e0e\u5224\u65ad\u80fd\u529b&#034;&#xff0c;\u4e0d\u662f\u6587\u6863\u3002\u7406\u89e3\u4e0e\u5224\u65ad\u53ef\u4ee5\u6709\u591a\u79cd\u8f7d\u4f53&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                   \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u7c7b\u578b\u8c31\u7cfb                                \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510           \u2502<br \/>\n\u2502  \u2502 \u7ed3\u6784\u5316    \u2502  \u2502 \u4ea4\u4e92\u5f0f   \u2502  \u2502 \u89c6\u9891\u8ba4\u77e5 \u2502  \u2502 Demo     \u2502           \u2502<br \/>\n\u2502  \u2502 \u6587\u6863      \u2502  \u2502 \u6559\u7a0b     \u2502  \u2502 \u8d44\u4ea7     \u2502  \u2502 Agent    \u2502           \u2502<br \/>\n\u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502           \u2502<br \/>\n\u2502  \u2502 \u6587\u5b57&#043;\u56fe  \u2502  \u2502 \u53ef\u4ea4\u4e92   \u2502  \u2502 \u89c6\u9891\u8bb2\u89e3 \u2502  \u2502 \u53ef\u5bf9\u8bdd   \u2502           \u2502<br \/>\n\u2502  \u2502 \u8868&#043;\u4ee3\u7801  \u2502  \u2502 \u64cd\u4f5c\u7ec3\u4e60 \u2502  \u2502 &#043;\u5b57\u5e55&#043;  \u2502  \u2502 \u7684\u8ba4\u77e5   \u2502           \u2502<br \/>\n\u2502  \u2502 \u7247       \u2502  \u2502 &#043;\u5373\u65f6\u53cd\u9988\u2502  \u2502 \u622a\u56fe     \u2502  \u2502 \u6a21\u62df\u4f53   \u2502           \u2502<br \/>\n\u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502  \u2502          \u2502           \u2502<br \/>\n\u2502  \u2502 \u9759\u6001     \u2502  \u2502 \u52a8\u6001     \u2502  \u2502 \u65f6\u5e8f     \u2502  \u2502 \u5bf9\u8bdd\u5f0f   \u2502           \u2502<br \/>\n\u2502  \u2502 \u88ab\u52a8\u9605\u8bfb \u2502  \u2502 \u4e3b\u52a8\u53c2\u4e0e \u2502  \u2502 \u6f14\u793a     \u2502  \u2502 \u4e3b\u52a8\u63a2\u8be2 \u2502           \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  Agent\u53ef\u6d88\u8d39\u5ea6&#xff1a;  \u9ad8&#xff08;\u7ed3\u6784\u5316&#xff09;\u2192 \u4e2d&#xff08;\u9700\u89e3\u6790&#xff09;\u2192 \u4f4e&#xff08;\u9700\u8f6c\u8bd1&#xff09;\u2192 \u9ad8&#xff08;\u76f4\u63a5\u5bf9\u8bdd&#xff09;\u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<h4>8.6.2 \u5404\u7c7b\u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u8be6\u89e3<\/h4>\n<p>\u7c7b\u578b\u4e00&#xff1a;\u4ea4\u4e92\u5f0f\u6559\u7a0b<\/p>\n<p>\u4f20\u7edf\u6587\u6863\u662f&#034;\u4f60\u8bfb\u6211\u5199&#034;&#xff0c;\u4ea4\u4e92\u5f0f\u6559\u7a0b\u662f&#034;\u4f60\u505a\u6211\u6559&#034;\u3002\u5b83\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u6267\u884c\u7684\u4ee3\u7801\u6c99\u7bb1&#xff08;\u7528\u6237\u8fb9\u5b66\u8fb9\u7ec3&#xff09;<\/li>\n<li>\u5373\u65f6\u53cd\u9988\u673a\u5236&#xff08;\u64cd\u4f5c\u5bf9\u4e86\u7ed9\u9f13\u52b1&#xff0c;\u9519\u4e86\u7ed9\u63d0\u793a&#xff09;<\/li>\n<li>\u81ea\u9002\u5e94\u8def\u5f84&#xff08;\u6839\u636e\u7528\u6237\u6c34\u5e73\u8c03\u6574\u96be\u5ea6&#xff09;<\/li>\n<\/ul>\n<p>Agent \u6d88\u8d39\u65b9\u5f0f&#xff1a;\u63d0\u53d6\u6559\u7a0b\u4e2d\u7684\u64cd\u4f5c\u6b65\u9aa4\u5e8f\u5217 &#043; \u524d\u7f6e\u6761\u4ef6 &#043; \u9884\u671f\u7ed3\u679c&#xff0c;\u8f6c\u5316\u4e3a Agent \u7684\u64cd\u4f5c\u77e5\u8bc6\u3002<\/p>\n<p>\u7c7b\u578b\u4e8c&#xff1a;\u89c6\u9891\u8ba4\u77e5\u8d44\u4ea7<\/p>\n<p>\u4e0d\u662f\u968f\u4fbf\u5f55\u4e2a\u6559\u5b66\u89c6\u9891&#xff0c;\u800c\u662f\u7ed3\u6784\u5316\u89c6\u9891\u8ba4\u77e5\u8d44\u4ea7&#xff1a;<\/p>\n<ul>\n<li>\u89c6\u9891\u5e26\u65f6\u95f4\u6233\u7ae0\u8282\u6807\u8bb0<\/li>\n<li>\u6bcf\u6bb5\u6709\u6587\u5b57\u6458\u8981&#xff08;Agent \u53ef\u68c0\u7d22&#xff09;<\/li>\n<li>\u5173\u952e\u64cd\u4f5c\u6709\u622a\u56fe&#043;\u6807\u6ce8<\/li>\n<li>\u8bed\u97f3\u8f6c\u6587\u5b57 &#043; \u5173\u952e\u5e27\u63d0\u53d6<\/li>\n<\/ul>\n<p>Agent \u6d88\u8d39\u65b9\u5f0f&#xff1a;\u901a\u8fc7\u6587\u5b57\u6458\u8981\u68c0\u7d22\u5230\u76f8\u5173\u89c6\u9891\u6bb5 \u2192 \u63d0\u53d6\u5173\u952e\u5e27 &#043; \u64cd\u4f5c\u6b65\u9aa4 \u2192 \u5f15\u7528\u7ed9\u7528\u6237\u3002<\/p>\n<p>\u7c7b\u578b\u4e09&#xff1a;Demo Agent<\/p>\n<p>\u8fd9\u662f CaaS \u6700\u72ec\u7279\u7684\u8ba4\u77e5\u8d44\u4ea7\u5f62\u6001\u2014\u2014\u628a\u8ba4\u77e5\u5c01\u88c5\u6210\u4e00\u4e2a\u53ef\u5bf9\u8bdd\u7684 Agent\u3002<\/p>\n<p>\u4e0d\u662f\u5199\u4e00\u7bc7&#034;\u5982\u4f55\u6392\u67e5 API \u8d85\u65f6\u95ee\u9898&#034;\u7684\u6587\u6863&#xff0c;\u800c\u662f\u76f4\u63a5\u505a\u4e00\u4e2a&#034;API \u8d85\u65f6\u6392\u67e5 Demo Agent&#034;\u2014\u2014\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u8ddf\u5b83\u5bf9\u8bdd&#xff0c;\u63cf\u8ff0\u81ea\u5df1\u7684\u95ee\u9898&#xff0c;Agent \u5f15\u5bfc\u6392\u67e5\u3002<\/p>\n<p>Demo Agent \u672c\u8eab\u5c31\u662f\u8ba4\u77e5\u8d44\u4ea7\u7684\u8f7d\u4f53&#xff1a;<\/p>\n<ul>\n<li>\u5b83\u7684\u77e5\u8bc6\u6765\u6e90\u662f\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7\u5e93<\/li>\n<li>\u5b83\u7684\u884c\u4e3a\u6a21\u5f0f\u662f\u8ba4\u77e5\u8d44\u4ea7\u7684&#034;\u53ef\u884c\u52a8\u6027&#034;\u4f53\u73b0<\/li>\n<li>\u5b83\u7684\u5bf9\u8bdd\u8bb0\u5f55\u53ef\u4ee5\u56de\u6d41\u4e3a\u65b0\u7684\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<\/ul>\n<p>\u7c7b\u578b\u56db&#xff1a;\u53ef\u6267\u884c\u793a\u4f8b<\/p>\n<p>\u4ee3\u7801\u793a\u4f8b\u4e0d\u53ea\u662f&#034;\u590d\u5236\u7c98\u8d34\u7684\u7247\u6bb5&#034;&#xff0c;\u800c\u662f\u53ef\u76f4\u63a5\u8fd0\u884c\u3001\u53ef\u9a8c\u8bc1\u7684\u8ba4\u77e5\u5355\u5143&#xff1a;<\/p>\n<ul>\n<li>\u5e26\u524d\u7f6e\u73af\u5883\u68c0\u6d4b\u7684\u4ee3\u7801\u5757<\/li>\n<li>\u5e26\u9884\u671f\u8f93\u51fa\u7684\u9a8c\u8bc1\u811a\u672c<\/li>\n<li>\u5e26\u5f02\u5e38\u5904\u7406\u8def\u5f84\u7684\u5b8c\u6574\u793a\u4f8b<\/li>\n<\/ul>\n<p>Agent \u6d88\u8d39\u65b9\u5f0f&#xff1a;\u76f4\u63a5\u6267\u884c\u793a\u4f8b \u2192 \u5bf9\u6bd4\u9884\u671f\u8f93\u51fa \u2192 \u9a8c\u8bc1\u8ba4\u77e5\u6b63\u786e\u6027\u3002<\/p>\n<p>\u2705 Tips&#xff1a;\u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u7684\u751f\u4ea7\u6210\u672c\u8fdc\u9ad8\u4e8e\u7eaf\u6587\u672c\u3002\u5efa\u8bae\u7b56\u7565\u662f&#xff1a;\u6838\u5fc3\u9ad8\u9891\u8ba4\u77e5\u8d44\u4ea7\u7528\u591a\u6a21\u6001&#xff08;\u4ea4\u4e92\u5f0f\u6559\u7a0b&#043;Demo Agent&#xff09;&#xff0c;\u957f\u5c3e\u8ba4\u77e5\u8d44\u4ea7\u7528\u7ed3\u6784\u5316\u6587\u672c\u3002 \u628a\u9884\u7b97\u82b1\u5728 20% \u6700\u9ad8\u9891\u7684\u8ba4\u77e5\u5835\u70b9\u4e0a\u3002<\/p>\n<h4>8.6.3 \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u7684 Agent \u6d88\u8d39\u534f\u8bae<\/h4>\n<p>\u4e0d\u540c\u6a21\u6001\u7684\u8ba4\u77e5\u8d44\u4ea7\u9700\u8981\u7edf\u4e00\u7684\u6d88\u8d39\u534f\u8bae\u3002\u57fa\u4e8e MCP \u534f\u8bae\u6269\u5c55&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u6d88\u8d39\u534f\u8bae&#xff08;MCP\u6269\u5c55&#xff09;                        \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u7edf\u4e00\u63a5\u53e3&#xff1a;                                                         \u2502<br \/>\n\u2502  search_cognition(query, modality, audience)                      \u2502<br \/>\n\u2502    modality: text | interactive | video | demo_agent | executable \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u8fd4\u56de\u683c\u5f0f&#xff1a;                                                         \u2502<br \/>\n\u2502  {                                                                 \u2502<br \/>\n\u2502    &#034;asset_id&#034;: &#034;&#8230;&#034;,                                             \u2502<br \/>\n\u2502    &#034;modality&#034;: &#034;interactive&#034;,                                     \u2502<br \/>\n\u2502    &#034;summary&#034;: &#034;&#8230;&#034;,          \/\/ Agent \u9996\u5148\u8bfb\u8fd9\u4e2a                  \u2502<br \/>\n\u2502    &#034;content_uri&#034;: &#034;&#8230;&#034;,      \/\/ \u4e0d\u540c\u6a21\u6001\u7684\u5185\u5bb9\u5730\u5740                 \u2502<br \/>\n\u2502    &#034;agent_digest&#034;: &#034;&#8230;&#034;,     \/\/ \u9884\u63d0\u53d6\u7684Agent\u53ef\u6d88\u8d39\u6458\u8981             \u2502<br \/>\n\u2502    &#034;cite_snippet&#034;: &#034;&#8230;&#034;     \/\/ \u53ef\u76f4\u63a5\u5f15\u7528\u7684\u7247\u6bb5                     \u2502<br \/>\n\u2502  }                                                                 \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u5173\u952e\u8bbe\u8ba1&#xff1a;agent_digest \u5b57\u6bb5                                        \u2502<br \/>\n\u2502  \u00b7 \u6bcf\u79cd\u6a21\u6001\u90fd\u6709\u9884\u63d0\u53d6\u7684\u6587\u5b57\u6458\u8981&#xff08;agent_digest&#xff09;                    \u2502<br \/>\n\u2502  \u00b7 Agent \u5148\u8bfb agent_digest \u51b3\u5b9a\u662f\u5426\u9700\u8981\u5b8c\u6574\u5185\u5bb9                    \u2502<br \/>\n\u2502  \u00b7 \u89c6\u9891 \u2192 agent_digest &#061; \u5b57\u5e55&#043;\u5173\u952e\u5e27\u63cf\u8ff0                          \u2502<br \/>\n\u2502  \u00b7 Demo Agent \u2192 agent_digest &#061; \u80fd\u529b\u63cf\u8ff0&#043;\u793a\u4f8b\u5bf9\u8bdd                   \u2502<br \/>\n\u2502  \u00b7 \u4ea4\u4e92\u6559\u7a0b \u2192 agent_digest &#061; \u6b65\u9aa4\u6458\u8981&#043;\u524d\u7f6e\u6761\u4ef6                     \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u91d1\u53e5\u5361&#xff1a;<\/p>\n<p>\u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u7684\u6838\u5fc3\u8bbe\u8ba1\u539f\u5219\u662f&#xff1a;\u4e0d\u7ba1\u4ec0\u4e48\u6a21\u6001&#xff0c;Agent \u90fd\u80fd\u5148\u8bfb\u4e00\u6bb5\u6587\u5b57\u6458\u8981\u51b3\u5b9a\u662f\u5426\u6df1\u5165\u3002 \u8fd9\u5c31\u50cf\u4eba\u7c7b\u770b\u89c6\u9891\u5148\u770b\u7b80\u4ecb\u2014\u2014\u5982\u679c agent_digest \u90fd\u770b\u4e0d\u61c2&#xff0c;Agent \u5c31\u4e0d\u4f1a\u53bb\u6d88\u8d39\u5b8c\u6574\u5185\u5bb9\u3002\u8fd9\u4e2a&#034;\u6587\u5b57\u5148\u884c&#034;\u7684\u8bbe\u8ba1&#xff0c;\u662f\u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u53ef\u88ab Agent \u5927\u89c4\u6a21\u6d88\u8d39\u7684\u5173\u952e\u3002<\/p>\n<hr \/>\n<h3>8.7 \u77e5\u8bc6\u5de5\u7a0b\u5e08\u7684\u65b0\u89d2\u8272<\/h3>\n<h4>8.7.1 \u4ece\u6587\u6863\u5de5\u7a0b\u5e08\u5230\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08<\/h4>\n<p>CaaS \u65f6\u4ee3&#xff0c;\u4e00\u4e2a\u804c\u80fd\u6b63\u5728\u53d1\u751f\u6839\u672c\u6027\u7684\u89d2\u8272\u5347\u7ea7\u2014\u2014\u77e5\u8bc6\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u77e5\u8bc6\u5de5\u7a0b\u5e08\u7684\u89d2\u8272\u8fdb\u5316\u66f2\u7ebf                                     \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510      \u2502<br \/>\n\u2502  \u2502 \u6587\u6863     \u2502\u2500\u2500\u2500\u25ba\u2502 \u77e5\u8bc6     \u2502\u2500\u2500\u2500\u25ba\u2502 \u8ba4\u77e5\u8d44\u4ea7 \u2502\u2500\u2500\u2500\u25ba\u2502 \u8ba4\u77e5\u8d44\u4ea7  \u2502      \u2502<br \/>\n\u2502  \u2502 \u5de5\u7a0b\u5e08   \u2502    \u2502 \u5de5\u7a0b\u5e08   \u2502    \u2502 \u5de5\u7a0b\u5e08   \u2502    \u2502 \u67b6\u6784\u5e08   \u2502      \u2502<br \/>\n\u2502  \u2502          \u2502    \u2502          \u2502    \u2502          \u2502    \u2502          \u2502      \u2502<br \/>\n\u2502  \u2502 \u5199\u6587\u6863   \u2502    \u2502 \u7ba1\u77e5\u8bc6\u5e93 \u2502    \u2502 \u751f\u4ea7\u8ba4\u77e5 \u2502    \u2502 \u8bbe\u8ba1\u8ba4\u77e5 \u2502      \u2502<br \/>\n\u2502  \u2502 \u6392\u7248\u7f16\u8f91 \u2502    \u2502 \u5efaWiki   \u2502    \u2502 \u8d44\u4ea7     \u2502    \u2502 \u8d44\u4ea7\u4f53\u7cfb \u2502      \u2502<br \/>\n\u2502  \u2502          \u2502    \u2502 \u7ba1\u6743\u9650   \u2502    \u2502 Vibe     \u2502    \u2502 \u5b9a\u6807\u51c6   \u2502      \u2502<br \/>\n\u2502  \u2502          \u2502    \u2502          \u2502    \u2502 Writing  \u2502    \u2502 \u5efa\u95ed\u73af   \u2502      \u2502<br \/>\n\u2502  \u2502 ~2015    \u2502    \u2502 2015-23  \u2502    \u2502 2024-26  \u2502    \u2502 2026&#043;    \u2502      \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518      \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u4ea7\u51fa&#xff1a;\u6587\u6863 \u2192 \u77e5\u8bc6\u5e93 \u2192 \u8ba4\u77e5\u8d44\u4ea7 \u2192 \u8ba4\u77e5\u8d44\u4ea7\u4f53\u7cfb                        \u2502<br \/>\n\u2502  \u6d88\u8d39\u8005&#xff1a;\u4eba\u7c7b \u2192 \u4eba\u7c7b \u2192 \u4eba\u7c7b&#043;Agent \u2192 Agent\u4e3a\u4e3b                          \u2502<br \/>\n\u2502  \u4ef7\u503c&#xff1a;\u4f4e \u2192 \u4e2d \u2192 \u9ad8 \u2192 \u6781\u9ad8                                              \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u6bcf\u4e2a\u9636\u6bb5\u7684\u6838\u5fc3\u80fd\u529b\u5bf9\u6bd4\u5982\u4e0b&#xff1a;<\/p>\n<table>\n<tr>\u80fd\u529b\u7ef4\u5ea6\u6587\u6863\u5de5\u7a0b\u5e08\u77e5\u8bc6\u5de5\u7a0b\u5e08\u8ba4\u77e5\u8d44\u4ea7\u5de5\u7a0b\u5e08\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08<\/tr>\n<tbody>\n<tr>\n<td>\u6838\u5fc3\u6280\u80fd<\/td>\n<td>\u5199\u4f5c&#043;\u6392\u7248<\/td>\n<td>\u77e5\u8bc6\u7ba1\u7406&#043;Wiki<\/td>\n<td>Vibe Writing&#043;RAG<\/td>\n<td>\u8ba4\u77e5\u8d44\u4ea7\u4f53\u7cfb\u8bbe\u8ba1<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u5177<\/td>\n<td>Word\/Confluence<\/td>\n<td>Wiki\/\u77e5\u8bc6\u7ba1\u7406\u5e73\u53f0<\/td>\n<td>Agent&#043;Multi-Judge<\/td>\n<td>CaaS\u5e73\u53f0\u5168\u6808<\/td>\n<\/tr>\n<tr>\n<td>\u4ea7\u51fa<\/td>\n<td>\u6587\u6863<\/td>\n<td>\u77e5\u8bc6\u5e93<\/td>\n<td>\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7<\/td>\n<td>\u8ba4\u77e5\u8d44\u4ea7\u751f\u6001<\/td>\n<\/tr>\n<tr>\n<td>\u6d88\u8d39\u8005<\/td>\n<td>\u4eba\u7c7b<\/td>\n<td>\u4eba\u7c7b<\/td>\n<td>\u4eba\u7c7b&#043;Agent<\/td>\n<td>Agent\u4e3a\u4e3b<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u8ba1\u8d39<\/td>\n<td>\u4e0d\u53ef<\/td>\n<td>\u4e0d\u53ef<\/td>\n<td>\u53ef&#xff08;\u8ba4\u77e5\u5355\u5143&#xff09;<\/td>\n<td>\u53ef&#xff08;CaaS\u8ba2\u9605&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u7a00\u7f3a\u5ea6<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u9ad8<\/td>\n<td>\u6781\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>8.7.2 \u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08\u7684\u804c\u8d23<\/h4>\n<p>\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08&#xff08;Cognitive Asset Architect&#xff09;\u662f CaaS \u65f6\u4ee3\u6700\u7a00\u7f3a\u7684\u804c\u80fd\u3002\u5176\u6838\u5fc3\u804c\u8d23&#xff1a;<\/p>\n<li>\u8ba4\u77e5\u8d44\u4ea7\u4f53\u7cfb\u8bbe\u8ba1&#xff1a;\u5b9a\u4e49\u4f01\u4e1a\u9700\u8981\u54ea\u4e9b\u8ba4\u77e5\u8d44\u4ea7\u3001\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb\u3001\u7248\u672c\u6f14\u8fdb\u7b56\u7565<\/li>\n<li>Vibe Writing \u95ed\u73af\u642d\u5efa&#xff1a;\u914d\u7f6e Agent \u751f\u4ea7\u6d41\u3001Multi-Judge \u8bc4\u5ba1\u6807\u51c6\u3001\u53cd\u9988\u5ea6\u91cf\u6307\u6807<\/li>\n<li>\u9886\u57df RAG \u77e5\u8bc6\u5e93\u6cbb\u7406&#xff1a;\u786e\u4fdd\u77e5\u8bc6\u5e93\u7684\u8d28\u91cf\u3001\u65f6\u6548\u6027\u3001\u4e00\u81f4\u6027<\/li>\n<li>\u6d88\u8d39\u63a5\u53e3\u8bbe\u8ba1&#xff1a;\u5b9a\u4e49 Agent \u5982\u4f55\u68c0\u7d22\u3001\u5f15\u7528\u3001\u53cd\u9988\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<li>\u8ba1\u8d39\u4e0e SLA \u7ba1\u7406&#xff1a;\u5b9a\u4e49\u8ba4\u77e5\u5355\u5143\u5b9a\u4ef7\u3001\u76d1\u63a7 SLA \u8fbe\u6807\u60c5\u51b5<\/li>\n<p>\u53cd\u5171\u8bc6&#xff1a;AI \u65f6\u4ee3\u9ad8\u8d28\u91cf\u8ba4\u77e5\u8d44\u4ea7\u6bd4\u4ee3\u7801\u66f4\u7a00\u7f3a\u3002<\/p>\n<p>\u8fd9\u4e2a\u5224\u65ad\u542c\u8d77\u6765\u53cd\u76f4\u89c9\u2014\u2014AI \u4e0d\u662f\u8ba9\u4ee3\u7801\u751f\u6210\u53d8\u5f97\u66f4\u5bb9\u6613\u4e86\u5417&#xff1f;\u6ca1\u9519&#xff0c;\u6b63\u56e0\u5982\u6b64\u3002\u5f53\u4ee3\u7801\u7684\u8fb9\u9645\u751f\u4ea7\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6&#xff08;Vibe Coding \u8ba9 95% \u4ee3\u7801\u7531 AI \u751f\u6210&#xff09;&#xff0c;\u4ee3\u7801\u672c\u8eab\u7684\u4ef7\u503c\u5728\u4e0b\u964d\u3002\u4f46\u8ba4\u77e5\u8d44\u4ea7\u4e0d\u4e00\u6837\u2014\u2014\u5b83\u7684\u751f\u4ea7\u9700\u8981\u9886\u57df\u77e5\u8bc6 &#043; \u7528\u6237\u540c\u7406\u5fc3 &#043; \u7ed3\u6784\u5316\u601d\u7ef4 &#043; \u8d28\u91cf\u5224\u65ad\u529b&#xff0c;\u8fd9\u4e9b\u80fd\u529b AI \u77ed\u671f\u5185\u65e0\u6cd5\u5b8c\u5168\u66ff\u4ee3\u3002<\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u662f Agent \u7684&#034;\u71c3\u6599&#034;\u3002\u6ca1\u6709\u9ad8\u8d28\u91cf\u8ba4\u77e5\u8d44\u4ea7&#xff0c;Agent \u5c31\u662f\u7a7a\u58f3\u2014\u2014\u6a21\u578b\u518d\u5f3a&#xff0c;\u68c0\u7d22\u4e0d\u5230\u6b63\u786e\u7684\u77e5\u8bc6&#xff0c;\u4e5f\u505a\u4e0d\u51fa\u6b63\u786e\u7684\u5224\u65ad\u3002\u6240\u4ee5&#xff0c;\u8c01\u638c\u63e1\u4e86\u9ad8\u8d28\u91cf\u8ba4\u77e5\u8d44\u4ea7\u7684\u751f\u4ea7\u80fd\u529b&#xff0c;\u8c01\u5c31\u638c\u63e1\u4e86 CaaS \u65f6\u4ee3\u7684\u6838\u5fc3\u58c1\u5792\u3002<\/p>\n<h4>8.7.3 \u4eba\u624d\u57f9\u517b\u8def\u5f84<\/h4>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08\u57f9\u517b\u8def\u5f84                                   \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                   \u2502<br \/>\n\u2502  \u2502 \u6280\u672f\u5199\u4f5c    \u2502 \u7406\u89e3\u53d7\u4f17\u3001\u7ed3\u6784\u5316\u8868\u8fbe                                \u2502<br \/>\n\u2502  \u2502 \u57fa\u7840       \u2502                                                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                                   \u2502<br \/>\n\u2502        \u25bc                                                          \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                   \u2502<br \/>\n\u2502  \u2502 AI \u5de5\u5177\u94fe   \u2502 \u719f\u7ec3\u4f7f\u7528 Agent\u3001RAG\u3001Multi-Judge                  \u2502<br \/>\n\u2502  \u2502 \u64cd\u4f5c       \u2502                                                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                                   \u2502<br \/>\n\u2502        \u25bc                                                          \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                   \u2502<br \/>\n\u2502  \u2502 \u9886\u57df\u77e5\u8bc6    \u2502 \u6df1\u5165\u7406\u89e3\u81f3\u5c11\u4e00\u4e2a\u4e1a\u52a1\u9886\u57df\u7684\u77e5\u8bc6\u4f53\u7cfb                  \u2502<br \/>\n\u2502  \u2502 \u6df1\u5ea6       \u2502                                                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                                   \u2502<br \/>\n\u2502        \u25bc                                                          \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                   \u2502<br \/>\n\u2502  \u2502 \u7cfb\u7edf\u67b6\u6784    \u2502 \u7406\u89e3CaaS\u56db\u5c42\u67b6\u6784\u3001\u80fd\u8bbe\u8ba1\u6d88\u8d39\u63a5\u53e3\u548c\u8ba1\u8d39\u6a21\u578b         \u2502<br \/>\n\u2502  \u2502 \u601d\u7ef4       \u2502                                                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                                   \u2502<br \/>\n\u2502        \u25bc                                                          \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                                   \u2502<br \/>\n\u2502  \u2502 \u8ba4\u77e5\u8d44\u4ea7    \u2502 \u80fd\u72ec\u7acb\u8bbe\u8ba1\u5e76\u843d\u5730\u4e00\u5957\u8ba4\u77e5\u8d44\u4ea7\u751f\u4ea7-\u6cbb\u7406-\u6d88\u8d39\u95ed\u73af      \u2502<br \/>\n\u2502  \u2502 \u67b6\u6784\u5e08     \u2502                                                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                                   \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u2705 Tips&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08\u6700\u9002\u5408\u7684\u8f6c\u578b\u6765\u6e90\u4e0d\u662f&#034;\u6280\u672f\u5199\u5f97\u597d\u7684\u6587\u6863\u5de5\u7a0b\u5e08&#034;&#xff0c;\u800c\u662f&#034;\u61c2\u6280\u672f\u7684\u4ea7\u54c1\u7ecf\u7406&#034;\u6216&#034;\u6709\u6587\u6863\u7ecf\u9a8c\u7684\u67b6\u6784\u5e08&#034;\u3002\u56e0\u4e3a\u8fd9\u4e2a\u89d2\u8272\u9700\u8981\u540c\u65f6\u7406\u89e3\u6280\u672f\u7cfb\u7edf\u3001\u7528\u6237\u8ba4\u77e5\u3001\u5546\u4e1a\u6a21\u5f0f\u2014\u2014\u5355\u7eaf\u7684\u6280\u672f\u5199\u4f5c\u80fd\u529b\u53cd\u800c\u662f\u6700\u5bb9\u6613\u8865\u9f50\u7684\u90e8\u5206\u3002<\/p>\n<hr \/>\n<h3>8.8 \u5b9e\u6218\u6848\u4f8b<\/h3>\n<h4>8.8.1 \u963f\u91cc\u4e91\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u6218\u7565<\/h4>\n<p>\u963f\u91cc\u4e91\u7684\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u6218\u7565\u662f CaaS \u5728\u5927\u578b\u79d1\u6280\u4f01\u4e1a\u7684\u5178\u578b\u5b9e\u8df5\u3002\u5176\u6838\u5fc3\u53ef\u5f52\u7eb3\u4e3a\u4e09\u6761\u4e3b\u7ebf&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u963f\u91cc\u4e91\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u6218\u7565\u4e09\u6761\u4e3b\u7ebf                                \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510              \u2502<br \/>\n\u2502  \u2502  \u4e3b\u7ebf\u4e00       \u2502  \u2502  \u4e3b\u7ebf\u4e8c       \u2502  \u2502  \u4e3b\u7ebf\u4e09       \u2502              \u2502<br \/>\n\u2502  \u2502  \u8ba4\u77e5\u8d44\u4ea7\u5316   \u2502  \u2502  \u751f\u4ea7\u8303\u5f0f\u9769\u65b0 \u2502  \u2502  \u5f00\u53d1\u8005\u8ba4\u77e5   \u2502              \u2502<br \/>\n\u2502  \u2502              \u2502  \u2502              \u2502  \u2502  \u751f\u6001         \u2502              \u2502<br \/>\n\u2502  \u2502  \u00b7 \u5b98\u65b9\u6587\u6863   \u2502  \u2502  \u00b7 Vibe      \u2502  \u2502  \u00b7 \u793e\u533a\u8ba4\u77e5   \u2502              \u2502<br \/>\n\u2502  \u2502    \u7ed3\u6784\u5316     \u2502  \u2502    Writing    \u2502  \u2502    \u8d44\u4ea7\u8d21\u732e   \u2502              \u2502<br \/>\n\u2502  \u2502  \u00b7 RAG\u53ef\u6d88\u8d39 \u2502  \u2502    \u95ed\u73af\u843d\u5730   \u2502  \u2502  \u00b7 Agent\u53ef    \u2502              \u2502<br \/>\n\u2502  \u2502  \u00b7 \u7248\u672c\u6cbb\u7406  \u2502  \u2502  \u00b7 Multi-Judge\u2502  \u2502    \u6d88\u8d39\u7684\u5f00   \u2502              \u2502<br \/>\n\u2502  \u2502  \u00b7 \u53ef\u6eaf\u6e90    \u2502  \u2502    \u8bc4\u5ba1\u6807\u51c6   \u2502  \u2502    \u653e\u77e5\u8bc6\u5e93   \u2502              \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518              \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u76ee\u6807&#xff1a;\u8ba9\u901a\u4e49\u81ea\u5df1\u7684Agent\u80fd\u6d88\u8d39\u8fd9\u4e9b\u77e5\u8bc6                                   \u2502<br \/>\n\u2502  \u5f62\u6210&#034;\u77e5\u8bc6\u2192Agent\u2192\u7528\u6237&#034;\u5185\u5faa\u73af                                            \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u4e3b\u7ebf\u4e00&#xff1a;\u8ba4\u77e5\u8d44\u4ea7\u5316<\/p>\n<p>\u963f\u91cc\u4e91\u5c06\u901a\u4e49\u5343\u95ee\u3001\u901a\u4e49\u7075\u7801\u3001\u767e\u70bc\u5e73\u53f0\u7b49\u4ea7\u54c1\u7684\u6280\u672f\u6587\u6863\u8fdb\u884c\u8ba4\u77e5\u8d44\u4ea7\u5316\u6539\u9020&#xff1a;<\/p>\n<ul>\n<li>\u628a\u4f20\u7edf\u6587\u6863&#xff08;API \u53c2\u8003\u3001SDK \u6307\u5357\u3001\u6700\u4f73\u5b9e\u8df5&#xff09;\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7<\/li>\n<li>\u6bcf\u6761\u8ba4\u77e5\u8d44\u4ea7\u5e26\u53d7\u4f17\u6807\u8bb0\u3001\u7248\u672c\u53f7\u3001\u53ef\u6eaf\u6e90\u6807\u8bb0<\/li>\n<li>\u5efa\u7acb\u8ba4\u77e5\u8d44\u4ea7\u7684 RAG \u6d88\u8d39\u63a5\u53e3&#xff0c;\u8ba9\u901a\u4e49\u7075\u7801&#xff08;\u7f16\u7801 Agent&#xff09;\u80fd\u76f4\u63a5\u68c0\u7d22\u548c\u5f15\u7528<\/li>\n<\/ul>\n<p>\u4e3b\u7ebf\u4e8c&#xff1a;\u751f\u4ea7\u8303\u5f0f\u9769\u65b0<\/p>\n<p>\u963f\u91cc\u4e91\u5f15\u5165 Vibe Writing \u95ed\u73af&#xff0c;\u6539\u9020\u6280\u672f\u6587\u6863\u7684\u751f\u4ea7\u6d41\u7a0b&#xff1a;<\/p>\n<ul>\n<li>\u7528 Agent \u81ea\u52a8\u751f\u6210\u6587\u6863\u521d\u7a3f&#xff08;\u57fa\u4e8e\u4ee3\u7801\u53d8\u66f4 &#043; \u9886\u57df RAG&#xff09;<\/li>\n<li>Multi-Judge \u8bc4\u5ba1&#xff1a;\u51c6\u786e\u6027&#xff08;\u4ea4\u53c9\u9a8c\u8bc1 API \u6587\u6863&#xff09;\u3001\u6e05\u6670\u6027&#xff08;\u53ef\u8bfb\u6027\u8bc4\u5206&#xff09;\u3001\u53d7\u4f17\u5339\u914d&#xff08;\u5f00\u53d1\u8005 vs \u8fd0\u7ef4&#xff09;\u3001\u53ef\u884c\u52a8\u6027&#xff08;\u4ee3\u7801\u793a\u4f8b\u53ef\u6267\u884c\u9a8c\u8bc1&#xff09;\u3001\u98ce\u683c&#xff08;\u901a\u4e49\u54c1\u724c\u98ce\u683c\u6307\u5357&#xff09;<\/li>\n<li>\u53d1\u5e03\u540e\u5ea6\u91cf&#xff1a;\u901a\u4e49\u7075\u7801\u5f15\u7528\u7387\u3001\u5f00\u53d1\u8005\u64cd\u4f5c\u8f6c\u5316\u7387<\/li>\n<\/ul>\n<p>\u4e3b\u7ebf\u4e09&#xff1a;\u5f00\u53d1\u8005\u8ba4\u77e5\u751f\u6001<\/p>\n<p>\u963f\u91cc\u4e91\u6784\u5efa\u5f00\u653e\u7684\u5f00\u53d1\u8005\u8ba4\u77e5\u751f\u6001&#xff1a;<\/p>\n<ul>\n<li>\u793e\u533a\u8d21\u732e\u7684\u8ba4\u77e5\u8d44\u4ea7\u53ef\u4ee5\u7ecf\u8fc7 Multi-Judge \u8bc4\u5ba1\u540e\u5165\u5e93<\/li>\n<li>\u5916\u90e8\u5f00\u53d1\u8005\u751f\u4ea7\u7684\u8ba4\u77e5\u8d44\u4ea7\u53ef\u88ab\u901a\u4e49\u7075\u7801 Agent \u6d88\u8d39<\/li>\n<li>\u5f62\u6210&#034;\u5b98\u65b9\u8ba4\u77e5\u8d44\u4ea7 &#043; \u793e\u533a\u8ba4\u77e5\u8d44\u4ea7&#034;\u7684\u53cc\u8f6e\u9a71\u52a8<\/li>\n<\/ul>\n<p>\u5173\u952e\u6210\u679c&#xff1a;\u901a\u4e49\u7075\u7801\u4f5c\u4e3a Agent&#xff0c;\u80fd\u591f\u76f4\u63a5\u6d88\u8d39\u8fd9\u4e9b\u8ba4\u77e5\u8d44\u4ea7&#xff0c;\u5f62\u6210&#034;\u77e5\u8bc6\u2192\u901a\u4e49\u7075\u7801\u2192\u5f00\u53d1\u8005&#034;\u7684\u5185\u5faa\u73af\u3002\u5f00\u53d1\u8005\u95ee&#034;\u600e\u4e48\u914d\u7f6e\u901a\u4e49\u5343\u95ee API \u8ba4\u8bc1&#034;&#xff0c;\u901a\u4e49\u7075\u7801\u4e0d\u9700\u8981\u6cdb\u6cdb\u800c\u8c08&#xff0c;\u800c\u662f\u7cbe\u786e\u5f15\u7528\u5bf9\u5e94\u7248\u672c\u7684\u8ba4\u77e5\u8d44\u4ea7&#xff0c;\u7ed9\u51fa\u53ef\u6eaf\u6e90\u3001\u53ef\u64cd\u4f5c\u7684\u56de\u7b54\u3002<\/p>\n<p>\u2705 Tips&#xff1a;\u963f\u91cc\u4e91\u6848\u4f8b\u7684\u6838\u5fc3\u542f\u793a\u4e0d\u662f&#034;\u5927\u5382\u624d\u80fd\u505a&#034;&#xff0c;\u800c\u662f\u8ba4\u77e5\u8d44\u4ea7\u5316\u662f Agent \u65f6\u4ee3\u7684\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u3002\u65e0\u8bba\u4f01\u4e1a\u5927\u5c0f&#xff0c;\u53ea\u8981\u4f60\u7684 Agent \u9700\u8981\u6d88\u8d39\u77e5\u8bc6\u6765\u670d\u52a1\u7528\u6237&#xff0c;\u4f60\u5c31\u9700\u8981\u505a\u8ba4\u77e5\u8d44\u4ea7\u5316\u2014\u2014\u533a\u522b\u53ea\u662f\u89c4\u6a21\u548c\u6df1\u5ea6\u3002<\/p>\n<h4>8.8.2 \u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0<\/h4>\n<p>\u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0\u662f CaaS \u5728\u4e2d\u578b\u4f01\u4e1a\u7684\u843d\u5730\u5f62\u6001\u3002\u5b83\u7684\u6838\u5fc3\u662f&#xff1a;\u628a\u4f01\u4e1a\u5206\u6563\u5728\u5404\u7cfb\u7edf\u4e2d\u7684\u77e5\u8bc6&#xff0c;\u7edf\u4e00\u6cbb\u7406\u4e3a\u53ef\u88ab Agent \u6d88\u8d39\u7684\u8ba4\u77e5\u8d44\u4ea7\u5c42\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0\u67b6\u6784                                           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                   \u2502<br \/>\n\u2502  \u2502 CRM\u7cfb\u7edf \u2502 \u2502 ERP\u7cfb\u7edf \u2502 \u2502 \u5ba2\u670d\u7cfb\u7edf \u2502 \u2502 \u6587\u6863\u7cfb\u7edf \u2502                   \u2502<br \/>\n\u2502  \u2502 \u77e5\u8bc6    \u2502 \u2502 \u77e5\u8bc6    \u2502 \u2502 \u77e5\u8bc6    \u2502 \u2502 \u77e5\u8bc6    \u2502                   \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2518                   \u2502<br \/>\n\u2502       \u2502           \u2502           \u2502           \u2502                           \u2502<br \/>\n\u2502       \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                          \u2502<br \/>\n\u2502                       \u2502                                               \u2502<br \/>\n\u2502              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                     \u2502<br \/>\n\u2502              \u2502  \u8ba4\u77e5\u4e2d\u53f0        \u2502                                     \u2502<br \/>\n\u2502              \u2502                  \u2502                                     \u2502<br \/>\n\u2502              \u2502  \u00b7 \u77e5\u8bc6\u62bd\u53d6      \u2502                                     \u2502<br \/>\n\u2502              \u2502  \u00b7 \u7ed3\u6784\u5316\u8f6c\u6362    \u2502                                     \u2502<br \/>\n\u2502              \u2502  \u00b7 \u7248\u672c\u7ba1\u7406      \u2502                                     \u2502<br \/>\n\u2502              \u2502  \u00b7 \u6743\u9650\u6620\u5c04      \u2502                                     \u2502<br \/>\n\u2502              \u2502  \u00b7 \u5411\u91cf\u7d22\u5f15      \u2502                                     \u2502<br \/>\n\u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                     \u2502<br \/>\n\u2502                       \u2502                                               \u2502<br \/>\n\u2502              \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                                     \u2502<br \/>\n\u2502              \u2502  \u7edf\u4e00\u6d88\u8d39\u63a5\u53e3    \u2502                                     \u2502<br \/>\n\u2502              \u2502  (MCP-compatible)\u2502                                    \u2502<br \/>\n\u2502              \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                                     \u2502<br \/>\n\u2502                       \u2502                                               \u2502<br \/>\n\u2502         \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510                               \u2502<br \/>\n\u2502         \u2502             \u2502             \u2502                                 \u2502<br \/>\n\u2502    \u250c\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u25bc\u2500\u2500\u2500\u2500\u2510                           \u2502<br \/>\n\u2502    \u2502 \u5ba2\u670d    \u2502  \u2502 \u9500\u552e    \u2502  \u2502 \u8fd0\u7ef4    \u2502                           \u2502<br \/>\n\u2502    \u2502 Agent   \u2502  \u2502 Agent   \u2502  \u2502 Agent   \u2502                           \u2502<br \/>\n\u2502    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518                           \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u4eac\u6295\u8f68\u9053\u8fd0\u8425\u516c\u53f8\u662f\u4e00\u4e2a\u5b9e\u9645\u6848\u4f8b\u3002\u4ed6\u4eec\u57fa\u4e8e DeepSeek \u548c\u901a\u4e49\u5343\u95ee\u5927\u6a21\u578b&#xff0c;\u642d\u5efa\u4e86\u5168\u6808\u5f0f\u667a\u80fd\u4f53\u5e94\u7528\u5e73\u53f0&#xff1a;<\/p>\n<ul>\n<li>\u4f9d\u6258\u6570\u636e\u4e2d\u53f0&#xff0c;\u5c06\u8f68\u9053\u4ea4\u901a\u5efa\u8bbe\u3001\u8fd0\u8425\u3001\u88c5\u5907\u5236\u9020\u7b49\u9886\u57df\u6570\u636e\u6e05\u6d17\u3001\u6574\u5408\u3001\u6807\u6ce8<\/li>\n<li>\u6784\u5efa\u8d85\u8fc7 260 \u4e2a\u4e13\u4e1a\u77e5\u8bc6\u5e93<\/li>\n<li>\u8ba9 AI&#034;\u61c2\u4e1a\u52a1&#034;&#xff0c;\u786e\u4fdd\u8f93\u51fa\u7684\u4e13\u4e1a\u6027\u548c\u51c6\u786e\u6027<\/li>\n<li>\u63a5\u8bc9\u5373\u529e\u667a\u80fd\u4f53\u5229\u7528 1.5 \u4e07\u6761\u5386\u53f2\u5de5\u5355\u5206\u7c7b\u6570\u636e\u5fae\u8c03\u8bad\u7ec3&#xff0c;\u6d3e\u5355\u6210\u529f\u7387\u8fbe 92%<\/li>\n<li>\u5e73\u53f0\u4e0a\u7ebf 3 \u4e2a\u6708&#xff0c;\u6210\u529f\u642d\u5efa 500 \u4f59\u4e2a\u4e1a\u52a1\u667a\u80fd\u4f53<\/li>\n<\/ul>\n<p>\u8fd9\u4e2a\u6848\u4f8b\u9a8c\u8bc1\u4e86\u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0\u7684\u6838\u5fc3\u4ef7\u503c&#xff1a;\u4e0d\u662f\u5efa\u4e00\u4e2a\u5927\u800c\u5168\u7684\u77e5\u8bc6\u5e93&#xff0c;\u800c\u662f\u5efa\u4e00\u4e2a\u8ba9\u591a\u4e1a\u52a1 Agent \u90fd\u80fd\u6d88\u8d39\u7684\u7edf\u4e00\u8ba4\u77e5\u8d44\u4ea7\u5c42\u3002<\/p>\n<h4>8.8.3 Yuxi \u8bed\u6790\u5168\u6808\u667a\u80fd\u4f53\u5e73\u53f0<\/h4>\n<p>Yuxi&#xff08;\u8bed\u6790&#xff09;\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u6a21\u578b RAG \u77e5\u8bc6\u5e93\u4e0e\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u7684\u667a\u80fd\u95ee\u7b54\u5e73\u53f0&#xff0c;\u4ee3\u8868\u4e86 CaaS \u5de5\u5177\u94fe\u5c42\u9762\u7684\u5f00\u6e90\u5b9e\u8df5&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              Yuxi \u8bed\u6790\u6280\u672f\u67b6\u6784                                      \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510        \u2502<br \/>\n\u2502  \u2502  \u524d\u7aef&#xff08;Vue.js&#xff09;                                       \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 \u77e5\u8bc6\u5e93\u7ba1\u7406\u754c\u9762  \u00b7 \u77e5\u8bc6\u56fe\u8c31\u53ef\u89c6\u5316  \u00b7 \u5bf9\u8bdd\u4ea4\u4e92        \u2502        \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524        \u2502<br \/>\n\u2502  \u2502  \u540e\u7aef&#xff08;FastAPI&#xff09;                                      \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 RAG \u68c0\u7d22\u5f15\u64ce  \u00b7 \u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce  \u00b7 \u667a\u80fd\u4f53\u6269\u5c55\u63a5\u53e3     \u2502        \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524        \u2502<br \/>\n\u2502  \u2502  \u6570\u636e\u5c42                                               \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 \u5411\u91cf\u6570\u636e\u5e93&#xff08;Milvus&#xff09;                               \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 \u77e5\u8bc6\u56fe\u8c31&#xff08;Neo4j&#xff09;                                  \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 \u6587\u6863\u5b58\u50a8                                           \u2502        \u2502<br \/>\n\u2502  \u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524        \u2502<br \/>\n\u2502  \u2502  \u6a21\u578b\u5c42                                               \u2502        \u2502<br \/>\n\u2502  \u2502  \u00b7 DeepSeek \/ Qwen \/ Gemini \/ OpenAI \/ vLLM \/ Ollama  \u2502        \u2502<br \/>\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518        \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u6838\u5fc3\u80fd\u529b&#xff1a;                                                         \u2502<br \/>\n\u2502  \u00b7 \u591a\u683c\u5f0f\u77e5\u8bc6\u5e93&#xff08;PDF\/TXT\/MD\/Docx \u2192 \u5411\u91cf\u5b58\u50a8&#xff09;                     \u2502<br \/>\n\u2502  \u00b7 \u77e5\u8bc6\u56fe\u8c31\u95ee\u7b54&#xff08;Neo4j \u590d\u6742\u5173\u7cfb\u67e5\u8be2&#xff09;                              \u2502<br \/>\n\u2502  \u00b7 \u591a\u6a21\u578b\u9002\u914d&#xff08;\u914d\u7f6e\u6587\u4ef6\u9a71\u52a8&#xff0c;\u6309\u9700\u5207\u6362&#xff09;                             \u2502<br \/>\n\u2502  \u00b7 \u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u6269\u5c55&#xff08;\u5f00\u53d1\u8005\u7f16\u5199 Agent \u4ee3\u7801&#xff09;                       \u2502<br \/>\n\u2502  \u00b7 \u5411\u91cf\u6a21\u578b&#xff08;BAAI\/bge-m3&#xff09;&#043; \u91cd\u6392\u5e8f\u6a21\u578b                             \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>Yuxi \u8bed\u6790\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u5c55\u793a\u4e86 CaaS \u5de5\u5177\u94fe\u7684\u6838\u5fc3\u7ec4\u4ef6&#xff1a;<\/p>\n<ul>\n<li>RAG \u67b6\u6784&#xff1a;\u5411\u91cf\u6a21\u578b\u5c06\u77e5\u8bc6\u5e93\u6587\u672c\u8f6c\u4e3a\u5411\u91cf\u5b58\u50a8&#xff0c;\u68c0\u7d22\u65f6\u627e\u6700\u76f8\u5173\u6587\u6863\u7247\u6bb5&#xff0c;\u4ea4\u7ed9 LLM \u751f\u6210\u7b54\u6848\u2014\u2014\u8fd9\u662f\u8ba4\u77e5\u8d44\u4ea7\u6d88\u8d39\u5c42\u7684\u57fa\u7840<\/li>\n<li>\u77e5\u8bc6\u56fe\u8c31&#xff1a;\u7528\u8282\u70b9\u548c\u5173\u7cfb\u5b58\u50a8\u77e5\u8bc6&#xff0c;\u652f\u6301\u590d\u6742\u5173\u7cfb\u67e5\u8be2\u2014\u2014\u8fd9\u662f\u8ba4\u77e5\u8d44\u4ea7\u7ed3\u6784\u5316\u7684\u4e00\u79cd\u9ad8\u7ea7\u5f62\u6001<\/li>\n<li>\u591a\u6a21\u578b\u9002\u914d&#xff1a;\u914d\u7f6e\u6587\u4ef6\u9a71\u52a8\u6a21\u578b\u5207\u6362\u2014\u2014\u8fd9\u8ba9 CaaS \u4e0d\u88ab\u7ed1\u5b9a\u5230\u5355\u4e00\u6a21\u578b\u4f9b\u5e94\u5546<\/li>\n<li>\u667a\u80fd\u4f53\u6269\u5c55&#xff1a;\u5f00\u53d1\u8005\u53ef\u7f16\u5199\u81ea\u5b9a\u4e49 Agent \u4ee3\u7801\u2014\u2014\u8fd9\u5bf9\u5e94 CaaS \u6d88\u8d39\u5c42\u7684 Agent \u8fd0\u884c\u65f6<\/li>\n<\/ul>\n<p>\u2705 Tips&#xff1a;Yuxi \u8bed\u6790\u8fd9\u7c7b\u5f00\u6e90\u5de5\u5177\u662f\u4e2d\u5c0f\u578b\u4f01\u4e1a\u5b9e\u8df5 CaaS \u7684\u826f\u597d\u8d77\u70b9\u3002\u4e0d\u9700\u8981\u4ece\u96f6\u642d\u5efa\u5168\u90e8\u56db\u5c42\u67b6\u6784&#xff0c;\u53ef\u4ee5\u5148\u7528\u5f00\u6e90\u5de5\u5177\u642d\u8d77&#034;\u6cbb\u7406\u5c42 &#043; \u6d88\u8d39\u5c42&#034;&#xff0c;\u518d\u9010\u6b65\u8865\u5145&#034;\u751f\u4ea7\u5c42&#xff08;Vibe Writing \u95ed\u73af&#xff09;\u201c\u548c&#034;\u8ba1\u8d39\u5c42\u201d\u3002<\/p>\n<hr \/>\n<h3>\u756a\u5916\u7bc7&#xff1a;\u4ece\u5185\u5bb9\u8fd0\u8425\u5230\u8ba4\u77e5\u67b6\u6784\u5e08\u2014\u2014\u4e00\u4e2a\u804c\u80fd\u7684\u4e0a\u5347\u66f2\u7ebf<\/h3>\n<p>\u8001\u5f20\u662f\u67d0\u4e91\u670d\u52a1\u516c\u53f8\u7684\u6280\u672f\u6587\u6863\u5de5\u7a0b\u5e08&#xff0c;\u5165\u884c 8 \u5e74&#xff0c;\u5199\u8fc7\u4e0a\u767e\u7bc7\u6280\u672f\u6587\u6863&#xff0c;\u7ef4\u62a4\u7740\u516c\u53f8\u7684 Confluence \u7a7a\u95f4\u30022024 \u5e74&#xff0c;\u516c\u53f8\u5f15\u5165 AI Agent \u5e73\u53f0&#xff0c;\u8001\u5f20\u88ab\u8981\u6c42&#034;\u628a\u6587\u6863\u6539\u9020\u6210 Agent \u80fd\u7528\u7684&#034;\u3002<\/p>\n<p>\u8001\u5f20\u4e00\u5f00\u59cb\u4ee5\u4e3a\u53ea\u662f&#034;\u628a Word \u8f6c\u6210 Markdown&#034;\u2014\u2014\u505a\u4e86\u4e24\u5468&#xff0c;\u53d1\u73b0 Agent \u6839\u672c\u6d88\u8d39\u4e0d\u4e86\u3002\u95ee\u9898\u4e0d\u662f\u683c\u5f0f&#xff0c;\u800c\u662f\u8bed\u4e49\u7ed3\u6784\u2014\u2014Agent \u9700\u8981\u7684\u662f\u81ea\u5305\u542b\u3001\u53ef\u68c0\u7d22\u3001\u53ef\u5f15\u7528\u7684\u8ba4\u77e5\u5355\u5143&#xff0c;\u4e0d\u662f\u4e00\u7bc7\u7bc7\u6d41\u6c34\u8d26\u5f0f\u7684\u957f\u6587\u3002<\/p>\n<p>\u8001\u5f20\u5f00\u59cb\u7814\u7a76 RAG\u3001\u5411\u91cf\u68c0\u7d22\u3001\u77e5\u8bc6\u7ed3\u6784\u5316\u3002\u4ed6\u53d1\u73b0&#xff0c;\u4e00\u7bc7\u597d\u7684&#034;\u8ba4\u77e5\u8d44\u4ea7&#034;\u548c\u4e00\u7bc7\u597d\u7684&#034;\u6280\u672f\u6587\u6863&#034;\u662f\u4e24\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u4e1c\u897f&#xff1a;<\/p>\n<ul>\n<li>\u6280\u672f\u6587\u6863\u8ffd\u6c42&#034;\u5b8c\u6574\u6027\u548c\u8fde\u8d2f\u6027&#034;\u2014\u2014\u4e00\u7bc7\u6587\u7ae0\u4ece\u5934\u5230\u5c3e\u8bb2\u4e00\u4e2a\u5b8c\u6574\u7684\u6545\u4e8b<\/li>\n<li>\u8ba4\u77e5\u8d44\u4ea7\u8ffd\u6c42&#034;\u539f\u5b50\u6027\u548c\u53ef\u7ec4\u5408\u6027&#034;\u2014\u2014\u6bcf\u4e2a\u5355\u5143\u72ec\u7acb\u53ef\u7528&#xff0c;\u53ef\u4ee5\u88ab Agent \u68c0\u7d22\u3001\u5f15\u7528\u3001\u7ec4\u5408<\/li>\n<\/ul>\n<p>\u8001\u5f20\u82b1\u4e86\u4e09\u4e2a\u6708&#xff0c;\u628a\u516c\u53f8\u6838\u5fc3\u7684 50 \u7bc7\u6280\u672f\u6587\u6863\u91cd\u6784\u4e3a 200 \u4e2a\u7ed3\u6784\u5316\u8ba4\u77e5\u8d44\u4ea7\u5355\u5143\u3002\u6bcf\u4e2a\u5355\u5143\u5e26\u5143\u6570\u636e\u3001\u53d7\u4f17\u6807\u8bb0\u3001\u7248\u672c\u53f7\u3001\u53ef\u6eaf\u6e90\u6807\u8bb0\u3002\u4ed6\u914d\u7f6e\u4e86 Multi-Judge \u8bc4\u5ba1\u6d41&#xff0c;\u7528 Agent \u81ea\u52a8\u8bc4\u5ba1\u6bcf\u4e2a\u8ba4\u77e5\u8d44\u4ea7\u7684\u51c6\u786e\u6027\u548c\u53ef\u884c\u52a8\u6027\u3002<\/p>\n<p>\u516d\u4e2a\u6708\u540e&#xff0c;\u516c\u53f8\u7684\u5ba2\u670d Agent \u4e0a\u7ebf\u4e86\u3002\u5b83\u4e0d\u518d\u9700\u8981\u4eba\u5de5\u914d\u7f6e FAQ\u2014\u2014\u800c\u662f\u76f4\u63a5\u4ece\u8001\u5f20\u6cbb\u7406\u7684\u8ba4\u77e5\u8d44\u4ea7\u5e93\u4e2d\u68c0\u7d22\u548c\u5f15\u7528\u3002\u5ba2\u670d Agent \u7684\u56de\u7b54\u51c6\u786e\u7387\u4ece 60% \u63d0\u5347\u5230 89%\u3002<\/p>\n<p>\u8001\u5f20\u7684 title \u4ece&#034;\u6280\u672f\u6587\u6863\u5de5\u7a0b\u5e08&#034;\u53d8\u6210\u4e86&#034;\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08&#034;\u3002\u4ed6\u7684\u5de5\u4f5c\u4e0d\u518d\u662f&#034;\u5199\u6587\u6863&#034;&#xff0c;\u800c\u662f&#034;\u8bbe\u8ba1\u8ba4\u77e5\u8d44\u4ea7\u4f53\u7cfb&#034;\u2014\u2014\u51b3\u5b9a\u516c\u53f8\u54ea\u4e9b\u77e5\u8bc6\u9700\u8981\u88ab\u8d44\u4ea7\u5316\u3001\u7528\u4ec0\u4e48\u6a21\u6001\u3001\u600e\u4e48\u6cbb\u7406\u3001\u600e\u4e48\u8ba1\u8d39\u3002<\/p>\n<p>\u8001\u5f20\u8bf4&#xff1a;\u201c\u4ee5\u524d\u6211\u89c9\u5f97\u6211\u7684\u5de5\u4f5c\u662f\u7ed9\u4eba\u5199\u8bf4\u660e\u4e66\u3002\u73b0\u5728\u6211\u53d1\u73b0&#xff0c;\u6211\u7684\u5de5\u4f5c\u662f\u7ed9 Agent \u5199\u2019\u8ba4\u77e5\u71c3\u6599\u2019\u3002\u4eba\u770b\u4e0d\u61c2\u8bf4\u660e\u4e66\u53ef\u4ee5\u95ee\u4eba&#xff0c;Agent \u6d88\u8d39\u4e0d\u4e86\u8ba4\u77e5\u8d44\u4ea7\u5c31\u4ec0\u4e48\u90fd\u505a\u4e0d\u4e86\u2014\u2014\u6211\u7684\u5de5\u4f5c\u4ece\u2019\u8f85\u52a9\u2019\u53d8\u6210\u4e86\u2019\u57fa\u7840\u8bbe\u65bd\u2019\u3002\u201d<\/p>\n<p>\u8fd9\u5c31\u662f\u4ece\u5185\u5bb9\u8fd0\u8425\u5230\u8ba4\u77e5\u67b6\u6784\u5e08\u7684\u4e0a\u5347\u66f2\u7ebf\u2014\u2014\u4e0d\u662f\u5199\u4f5c\u80fd\u529b\u7684\u5347\u7ea7&#xff0c;\u662f\u8ba4\u77e5\u4ece&#034;\u6587\u6863&#034;\u5230&#034;\u8d44\u4ea7&#034;\u518d\u5230&#034;\u670d\u52a1&#034;\u7684\u8303\u5f0f\u8dc3\u8fc1\u3002<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502              \u4e00\u4e2a\u804c\u80fd\u7684\u4e0a\u5347\u66f2\u7ebf                                       \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u5199\u6587\u6863 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u7ba1\u77e5\u8bc6\u5e93 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u9020\u8ba4\u77e5\u8d44\u4ea7 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba \u5efa\u8ba4\u77e5\u4f53\u7cfb\u2502<br \/>\n\u2502  (\u7ed9\u4eba\u770b)          (\u7ed9\u4eba&#043;Agent\u770b)    (\u7ed9Agent\u6d88\u8d39)      (\u7ed9CaaS\u4f9b\u80fd)\u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u4ef7\u503c&#xff1a;\u4f4e              \u4e2d                 \u9ad8               \u6781\u9ad8     \u2502<br \/>\n\u2502  \u7a00\u7f3a&#xff1a;\u4f4e              \u4e2d                 \u9ad8               \u6781\u9ad8     \u2502<br \/>\n\u2502  \u53ef\u8ba1\u8d39&#xff1a;\u2717             \u2717                  \u2713(\u8ba4\u77e5\u5355\u5143)      \u2713(CaaS)  \u2502<br \/>\n\u2502                                                                    \u2502<br \/>\n\u2502  \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba           \u2502<br \/>\n\u2502  2015                                         2026&#043;                \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<hr \/>\n<h3>\u672c\u7ae0 Checklist<\/h3>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502                        \u7b2c8\u7ae0 Checklist                                  \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u7406\u89e3 CaaS \u7684\u5de5\u7a0b\u5b9a\u4e49&#xff1a;\u4ea4\u4ed8\u7684\u662f\u8ba4\u77e5\u80fd\u529b&#xff0c;\u4e0d\u662f\u6587\u6863\/API\/\u6a21\u578b           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u786e\u8ba4 CaaS \u4e09\u524d\u63d0\u5728\u4f60\u6240\u5728\u4f01\u4e1a\u7684\u6210\u719f\u5ea6&#xff1a;                              \u2502<br \/>\n\u2502      \u25a1 \u5927\u6a21\u578b\u662f\u5426\u5df2\u8fdb\u5165\u751f\u4ea7\u73af\u5883&#xff1f;                                       \u2502<br \/>\n\u2502      \u25a1 Agent&#043;MCP \u662f\u5426\u5df2\u80fd\u81ea\u4e3b\u8c03\u7528\u77e5\u8bc6\u5e93&#xff1f;                              \u2502<br \/>\n\u2502      \u25a1 \u6838\u5fc3\u77e5\u8bc6\u662f\u5426\u5df2\u7ed3\u6784\u5316\u4e3aAgent\u53efRAG\u6d88\u8d39&#xff1f;                           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u7406\u89e3 Vibe Writing \u95ed\u73af\u56db\u9636\u6bb5&#xff1a;                                      \u2502<br \/>\n\u2502      \u25a1 \u7528\u6237\u6d1e\u5bdf&#xff08;\u627e\u8ba4\u77e5\u5835\u70b9&#xff09;                                          \u2502<br \/>\n\u2502      \u25a1 Agent\u751f\u4ea7&#xff08;Vibe Writing &#043; \u9886\u57dfRAG&#xff09;                             \u2502<br \/>\n\u2502      \u25a1 Multi-Judge\u8bc4\u5ba1&#xff08;\u51c6\u786e\/\u6e05\u6670\/\u53d7\u4f17\/\u53ef\u884c\u52a8\/\u98ce\u683c&#xff09;                   \u2502<br \/>\n\u2502      \u25a1 \u53d1\u5e03&#043;\u5ea6\u91cf&#xff08;\u884c\u4e3a\u57cb\u70b9\u53cd\u9988\u95ed\u73af&#xff09;                                    \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u7406\u89e3 Vibe Writing \u4e0e Vibe Coding \u7684\u540c\u6784\u4e0e\u5dee\u5f02&#xff1a;                     \u2502<br \/>\n\u2502      \u25a1 \u540c\u6784&#xff1a;\u610f\u56fe&gt;\u4ea7\u51fa \/ Loop&#043;Supervisor \/ \u9886\u57dfRAG \/ E2E\u9a8c\u8bc1           \u2502<br \/>\n\u2502      \u25a1 \u5dee\u5f02&#xff1a;\u7528\u6237\u540c\u7406\u5fc3\u6743\u91cd\u9ad8                                           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u8ba4\u77e5\u8d44\u4ea7\u6cbb\u7406\u56db\u8981\u6c42&#xff1a;                                                \u2502<br \/>\n\u2502      \u25a1 \u7ed3\u6784\u5316&#xff08;Agent\u53ef\u76f4\u63a5RAG\u6d88\u8d39&#xff09;                                    \u2502<br \/>\n\u2502      \u25a1 \u7248\u672c\u5316&#xff08;\u6bcf\u6b21\u4fee\u6539\u6709\u7248\u672c\u53f7&#xff09;                                      \u2502<br \/>\n\u2502      \u25a1 \u6743\u9650\u5316&#xff08;\u89d2\u8272\u63a7\u5236\u53ef\u89c1\u8303\u56f4&#xff09;                                      \u2502<br \/>\n\u2502      \u25a1 \u53ef\u6eaf\u6e90&#xff08;\u8ffd\u6eaf\u5230\u751f\u4ea7\u8005&#043;\u6570\u636e\u6e90&#xff09;                                   \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u6d88\u8d39\u63a5\u53e3\u56db\u65b9\u6cd5&#xff1a;                                                    \u2502<br \/>\n\u2502      \u25a1 search_cognition&#xff08;\u68c0\u7d22&#xff09;                                        \u2502<br \/>\n\u2502      \u25a1 get_cognition&#xff08;\u83b7\u53d6&#xff09;                                           \u2502<br \/>\n\u2502      \u25a1 cite_cognition&#xff08;\u5f15\u7528&#xff09;                                          \u2502<br \/>\n\u2502      \u25a1 feedback_cognition&#xff08;\u53cd\u9988&#xff09;                                      \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 CaaS \u56db\u5c42\u67b6\u6784&#xff1a;\u751f\u4ea7\u5c42 \/ \u6cbb\u7406\u5c42 \/ \u6d88\u8d39\u5c42 \/ \u8ba1\u8d39\u5c42                    \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u4e09\u79cd\u5546\u4e1a\u6a21\u5f0f&#xff1a;\u81ea\u5efa\u8ba4\u77e5\u8d44\u4ea7 \/ \u63d0\u4f9b\u8ba4\u77e5\u670d\u52a1 \/ \u5356\u8ba4\u77e5\u5e73\u53f0              \u2502<br \/>\n\u2502      \u25a1 \u7c7b\u6bd4&#xff1a;AI-Biotech \/ AI-CRO \/ AI-SaaS                             \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u8ba1\u8d39\u6f14\u8fdb\u4e09\u9636\u6bb5&#xff1a;Token\u8ba1\u8d39 \u2192 \u51b3\u7b56\u8ba1\u8d39 \u2192 \u8ba4\u77e5\u5355\u5143\u8ba1\u8d39                 \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 CaaS SLA \u4e09\u5c42\u7ea7&#xff1a;L1\u53ef\u68c0\u7d22\u7387 \/ L2\u6b63\u786e\u7387 \/ L3\u51b3\u7b56\u51c6\u786e\u7387               \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u591a\u6a21\u6001\u8ba4\u77e5\u8d44\u4ea7\u4e94\u7c7b\u578b&#xff1a;                                              \u2502<br \/>\n\u2502      \u25a1 \u7ed3\u6784\u5316\u6587\u6863 \/ \u4ea4\u4e92\u5f0f\u6559\u7a0b \/ \u89c6\u9891\u8ba4\u77e5\u8d44\u4ea7 \/ Demo Agent \/ \u53ef\u6267\u884c\u793a\u4f8b\u2502<br \/>\n\u2502      \u25a1 \u6838\u5fc3\u8bbe\u8ba1&#xff1a;agent_digest \u5b57\u6bb5\u8ba9 Agent \u5148\u8bfb\u6458\u8981\u518d\u51b3\u5b9a\u6df1\u5165           \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u77e5\u8bc6\u5de5\u7a0b\u5e08\u89d2\u8272\u8fdb\u5316&#xff1a;\u6587\u6863\u5de5\u7a0b\u5e08\u2192\u77e5\u8bc6\u5de5\u7a0b\u5e08\u2192\u8ba4\u77e5\u8d44\u4ea7\u5de5\u7a0b\u5e08\u2192\u8ba4\u77e5\u8d44\u4ea7\u67b6\u6784\u5e08\u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u53cd\u5171\u8bc6\u7406\u89e3&#xff1a;AI\u65f6\u4ee3\u9ad8\u8d28\u91cf\u8ba4\u77e5\u8d44\u4ea7\u6bd4\u4ee3\u7801\u66f4\u7a00\u7f3a                         \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u5b9e\u6218\u6848\u4f8b&#xff1a;                                                          \u2502<br \/>\n\u2502      \u25a1 \u963f\u91cc\u4e91\u901a\u4e49\u77e5\u8bc6\u5de5\u7a0b\u4e09\u6761\u4e3b\u7ebf&#xff08;\u8ba4\u77e5\u8d44\u4ea7\u5316\/\u751f\u4ea7\u8303\u5f0f\u9769\u65b0\/\u5f00\u53d1\u8005\u751f\u6001&#xff09;\u2502<br \/>\n\u2502      \u25a1 \u4f01\u4e1a\u8ba4\u77e5\u4e2d\u53f0&#xff08;\u7edf\u4e00\u8ba4\u77e5\u8d44\u4ea7\u5c42&#xff09;                                   \u2502<br \/>\n\u2502      \u25a1 Yuxi\u8bed\u6790&#xff08;CaaS\u5de5\u5177\u94fe\u5f00\u6e90\u5b9e\u8df5&#xff09;                                  \u2502<br \/>\n\u2502                                                                        \u2502<br \/>\n\u2502  \u25a1 \u756a\u5916\u7bc7\u542f\u793a&#xff1a;\u4ece&#034;\u5199\u8bf4\u660e\u4e66&#034;\u5230&#034;\u9020\u8ba4\u77e5\u71c3\u6599&#034;\u7684\u8303\u5f0f\u8dc3\u8fc1                    \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<hr \/>\n<p>\u672c\u7ae0\u5c0f\u7ed3<\/p>\n<p>\u7b2c8\u7ae0\u5b8c\u6210\u4e86\u4ece\u6280\u672f\u67b6\u6784\u5230\u5546\u4e1a\u4ef7\u503c\u7684\u95ed\u73af\u3002CaaS \u4e0d\u662f\u4e00\u4e2a\u6982\u5ff5\u6e38\u620f&#xff0c;\u5b83\u662f\u8ba4\u77e5\u751f\u4ea7\u529b\u5de5\u4e1a\u5316\u524d\u591c\u7684\u771f\u5b9e\u5546\u4e1a\u6a21\u5f0f&#xff1a;<\/p>\n<ul>\n<li>\u5de5\u7a0b\u5316&#xff1a;Vibe Writing 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