{"id":64556,"date":"2026-01-23T18:48:29","date_gmt":"2026-01-23T10:48:29","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/64556.html"},"modified":"2026-01-23T18:48:29","modified_gmt":"2026-01-23T10:48:29","slug":"%e6%99%ba%e8%83%bd%e4%bd%93%e8%ae%be%e8%ae%a1%e6%a8%a1%e5%bc%8f%e5%85%a8%e6%99%af%e6%80%bb%e7%bb%93%ef%bc%9a21%e4%b8%aa%e6%a8%a1%e5%bc%8f%e5%bf%ab%e9%80%9f%e4%b8%b2%e8%81%94%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/64556.html","title":{"rendered":"\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u5168\u666f\u603b\u7ed3\uff1a21\u4e2a\u6a21\u5f0f\u5feb\u901f\u4e32\u8054\u6307\u5357"},"content":{"rendered":"<h2>\u667a\u80fd\u4f53\u8bbe\u8ba1\u6a21\u5f0f\u5168\u666f\u603b\u7ed3&#xff1a;21\u4e2a\u6a21\u5f0f\u5feb\u901f\u4e32\u8054\u6307\u5357<\/h2>\n<p>&#x1f3af; \u672c\u6587\u6863\u662f\u300aAgentic Design 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                              \u2502<br \/>\n\u2502  \u7b2c\u4e00\u90e8\u5206&#xff1a;\u6838\u5fc3\u8bbe\u8ba1\u6a21\u5f0f&#xff08;7\u4e2a&#xff09;                                \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\u2510   \u2502<br \/>\n\u2502  \u2502 1. \u63d0\u793a\u94fe   2. \u8def\u7531   3. \u5e76\u884c\u5316   4. \u53cd\u601d            \u2502   \u2502<br \/>\n\u2502  \u2502 5. \u5de5\u5177\u4f7f\u7528  6. \u89c4\u5212   7. \u591a\u667a\u80fd\u4f53\u534f\u4f5c                \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\u2518   \u2502<br \/>\n\u2502                                                               \u2502<br \/>\n\u2502  \u7b2c\u4e8c\u90e8\u5206&#xff1a;\u9ad8\u7ea7\u8bbe\u8ba1\u6a21\u5f0f&#xff08;4\u4e2a&#xff09;                                \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\u2510   \u2502<br \/>\n\u2502  \u2502 8. \u8bb0\u5fc6\u7ba1\u7406   9. \u5b66\u4e60\u4e0e\u9002\u5e94   10. \u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae     \u2502   \u2502<br \/>\n\u2502  \u2502 11. \u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7                                    \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\u2518   \u2502<br \/>\n\u2502                                                               \u2502<br \/>\n\u2502  \u7b2c\u4e09\u90e8\u5206&#xff1a;\u96c6\u6210\u8bbe\u8ba1\u6a21\u5f0f&#xff08;3\u4e2a&#xff09;                                \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\u2510   \u2502<br \/>\n\u2502  \u2502 12. \u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d   13. \u4eba\u673a\u534f\u4f5c   14. \u77e5\u8bc6\u68c0\u7d22RAG  \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\u2518   \u2502<br \/>\n\u2502                                                               \u2502<br \/>\n\u2502  \u7b2c\u56db\u90e8\u5206&#xff1a;\u751f\u4ea7\u8bbe\u8ba1\u6a21\u5f0f&#xff08;7\u4e2a&#xff09;                                \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\u2510   \u2502<br \/>\n\u2502  \u2502 15. \u667a\u80fd\u4f53\u95f4\u901a\u4fe1   16. \u8d44\u6e90\u611f\u77e5\u4f18\u5316   17. \u63a8\u7406\u6280\u672f   \u2502   \u2502<br \/>\n\u2502  \u2502 18. \u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f   19. \u8bc4\u4f30\u4e0e\u76d1\u63a7   20. \u4f18\u5148\u7ea7\u6392\u5e8f  \u2502   \u2502<br \/>\n\u2502  \u2502 21. \u63a2\u7d22\u4e0e\u53d1\u73b0                                        \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\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\u2518<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u56db\u5927\u90e8\u5206\u8be6\u89e3<\/h3>\n<h4>&#x1f4e6; 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\u5b9e\u73b0\u6a21\u5757\u5316\u3001\u53ef\u8c03\u8bd5\u7684\u5de5\u4f5c\u6d41<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u4e0a\u4e0b\u6587\u4f20\u9012&#xff1a;\u524d\u4e00\u6b65\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u6b65\u8f93\u5165<\/li>\n<li>\u7ed3\u6784\u5316\u8f93\u51fa&#xff1a;\u7528 JSON\/XML \u89c4\u8303\u6570\u636e\u683c\u5f0f<\/li>\n<li>\u6a21\u5757\u5316\u8bbe\u8ba1&#xff1a;\u6bcf\u6b65\u72ec\u7acb&#xff0c;\u6613\u4e8e\u8c03\u8bd5<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u590d\u6742\u6587\u6863\u5206\u6790&#xff08;\u603b\u7ed3\u2192\u63d0\u53d6\u2192\u751f\u6210&#xff09;<\/li>\n<li>\u591a\u6b65\u9aa4\u51b3\u7b56\u6d41\u7a0b<\/li>\n<li>\u9700\u8981\u4e2d\u95f4\u9a8c\u8bc1\u7684\u4efb\u52a1<\/li>\n<\/ul>\n<hr \/>\n<h5>2\ufe0f\u20e3 \u8def\u7531&#xff08;Routing&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u6839\u636e\u60c5\u5883\u52a8\u6001\u9009\u62e9\u6267\u884c\u8def\u5f84&#xff0c;\u5c31\u50cf GPS 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\/>\n\u4e0d\u4e92\u76f8\u4f9d\u8d56\u7684\u4efb\u52a1\u53ef\u4ee5\u5e76\u884c\u5904\u7406&#xff0c;\u5927\u5e45\u63d0\u5347\u6548\u7387<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u663e\u8457\u63d0\u5347\u5904\u7406\u901f\u5ea6<\/li>\n<li>\u2705 \u5145\u5206\u5229\u7528\u8ba1\u7b97\u8d44\u6e90<\/li>\n<li>\u2705 \u9002\u5408\u72ec\u7acb\u4efb\u52a1\u6279\u91cf\u5904\u7406<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u4efb\u52a1\u72ec\u7acb\u6027&#xff1a;\u786e\u4fdd\u4efb\u52a1\u95f4\u65e0\u4f9d\u8d56<\/li>\n<li>\u5e76\u53d1\u63a7\u5236&#xff1a;\u7ba1\u7406\u8d44\u6e90\u7ade\u4e89<\/li>\n<li>\u7ed3\u679c\u805a\u5408&#xff1a;\u5408\u5e76\u5e76\u884c\u6267\u884c\u7ed3\u679c<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u6279\u91cf\u6587\u6863\u5904\u7406<\/li>\n<li>\u591a\u6570\u636e\u6e90\u5e76\u884c\u67e5\u8be2<\/li>\n<li>\u72ec\u7acb\u4efb\u52a1\u7684\u5927\u89c4\u6a21\u5904\u7406<\/li>\n<\/ul>\n<hr \/>\n<h5>4\ufe0f\u20e3 \u53cd\u601d&#xff08;Reflection&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u667a\u80fd\u4f53\u81ea\u6211\u8bc4\u4f30\u548c\u6539\u8fdb&#xff0c;\u5c31\u50cf\u4ee3\u7801\u5ba1\u67e5<br \/>\n\u751f\u6210\u7ed3\u679c\u540e&#xff0c;\u518d\u5ba1\u89c6\u4e00\u904d&#xff0c;\u627e\u51fa\u95ee\u9898\u5e76\u4f18\u5316<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u63d0\u5347\u8f93\u51fa\u8d28\u91cf\u548c\u51c6\u786e\u6027<\/li>\n<li>\u2705 \u5b9e\u73b0\u81ea\u6211\u7ea0\u9519\u673a\u5236<\/li>\n<li>\u2705 \u652f\u6301\u8fed\u4ee3\u4f18\u5316<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u751f\u4ea7\u8005-\u8bc4\u8bba\u8005\u6a21\u5f0f&#xff1a;\u5206\u79bb\u751f\u6210\u548c\u8bc4\u4f30\u89d2\u8272<\/li>\n<li>\u53cd\u9988\u5faa\u73af&#xff1a;\u8bc4\u4f30\u2192\u6539\u8fdb\u2192\u518d\u8bc4\u4f30<\/li>\n<li>\u591a\u8f6e\u8fed\u4ee3&#xff1a;\u76f4\u5230\u6ee1\u8db3\u8d28\u91cf\u6807\u51c6<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4ee3\u7801\u751f\u6210&#xff08;\u751f\u6210\u2192\u5ba1\u67e5\u2192\u4f18\u5316&#xff09;<\/li>\n<li>\u6587\u6863\u64b0\u5199&#xff08;\u521d\u7a3f\u2192\u5ba1\u6838\u2192\u4fee\u6539&#xff09;<\/li>\n<li>\u9700\u8981\u9ad8\u8d28\u91cf\u8f93\u51fa\u7684\u4efb\u52a1<\/li>\n<\/ul>\n<hr \/>\n<h5>5\ufe0f\u20e3 \u5de5\u5177\u4f7f\u7528&#xff08;Tool Use&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u8ba9 AI \u8c03\u7528\u5916\u90e8\u5de5\u5177\u548c API&#xff0c;\u5c31\u50cf\u7ed9\u673a\u5668\u4eba\u88c5\u5de5\u5177<br \/>\nAI \u4e0d\u518d\u53ea\u662f&#034;\u7eb8\u4e0a\u8c08\u5175&#034;&#xff0c;\u53ef\u4ee5\u5b9e\u9645\u64cd\u4f5c\u5916\u90e8\u7cfb\u7edf<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u6269\u5c55 AI \u80fd\u529b\u8fb9\u754c<\/li>\n<li>\u2705 \u8fde\u63a5\u73b0\u5b9e\u4e16\u754c\u7cfb\u7edf<\/li>\n<li>\u2705 \u5b9e\u73b0\u771f\u6b63\u7684\u81ea\u52a8\u5316<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u5de5\u5177\u5b9a\u4e49&#xff1a;\u63cf\u8ff0\u5de5\u5177\u529f\u80fd\u548c\u53c2\u6570<\/li>\n<li>\u5de5\u5177\u9009\u62e9&#xff1a;\u6839\u636e\u4efb\u52a1\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177<\/li>\n<li>\u5de5\u5177\u6267\u884c&#xff1a;\u8c03\u7528\u5e76\u5904\u7406\u8fd4\u56de\u7ed3\u679c<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u641c\u7d22\u5f15\u64ce\u96c6\u6210<\/li>\n<li>\u6570\u636e\u5e93\u67e5\u8be2<\/li>\n<li>API \u8c03\u7528&#xff08;\u5929\u6c14\u3001\u5730\u56fe\u3001\u652f\u4ed8\u7b49&#xff09;<\/li>\n<li>\u4ee3\u7801\u6267\u884c\u73af\u5883<\/li>\n<\/ul>\n<hr \/>\n<h5>6\ufe0f\u20e3 \u89c4\u5212&#xff08;Planning&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u5236\u5b9a\u591a\u6b65\u9aa4\u8ba1\u5212\u5e76\u6267\u884c&#xff0c;\u5c31\u50cf\u9879\u76ee\u7ba1\u7406<br \/>\n\u5148\u89c4\u5212\u8def\u7ebf\u56fe&#xff0c;\u518d\u6309\u6b65\u9aa4\u6267\u884c&#xff0c;\u9047\u5230\u95ee\u9898\u53ca\u65f6\u8c03\u6574<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u5904\u7406\u590d\u6742\u957f\u671f\u4efb\u52a1<\/li>\n<li>\u2705 \u63d0\u524d\u8bc6\u522b\u6f5c\u5728\u95ee\u9898<\/li>\n<li>\u2705 \u652f\u6301\u52a8\u6001\u8c03\u6574\u8ba1\u5212<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u76ee\u6807\u5206\u89e3&#xff1a;\u5c06\u5927\u76ee\u6807\u62c6\u6210\u5c0f\u6b65\u9aa4<\/li>\n<li>\u8ba1\u5212\u751f\u6210&#xff1a;\u521b\u5efa\u6267\u884c\u8def\u7ebf\u56fe<\/li>\n<li>\u8ba1\u5212\u6267\u884c&#xff1a;\u6309\u6b65\u9aa4\u6267\u884c\u5e76\u76d1\u63a7<\/li>\n<li>\u52a8\u6001\u8c03\u6574&#xff1a;\u6839\u636e\u6267\u884c\u7ed3\u679c\u8c03\u6574\u8ba1\u5212<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u590d\u6742\u9879\u76ee\u89c4\u5212<\/li>\n<li>\u591a\u6b65\u9aa4\u4efb\u52a1\u6267\u884c<\/li>\n<li>\u9700\u8981\u957f\u671f\u89c4\u5212\u7684\u573a\u666f<\/li>\n<\/ul>\n<hr \/>\n<h5>7\ufe0f\u20e3 \u591a\u667a\u80fd\u4f53\u534f\u4f5c&#xff08;Multi-Agent Collaboration&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u591a\u4e2a\u667a\u80fd\u4f53\u5206\u5de5\u5408\u4f5c&#xff0c;\u5c31\u50cf\u56e2\u961f\u534f\u4f5c<br \/>\n\u6bcf\u4e2a\u667a\u80fd\u4f53\u8d1f\u8d23\u4e0d\u540c\u9886\u57df&#xff0c;\u534f\u540c\u5b8c\u6210\u590d\u6742\u4efb\u52a1<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u5b9e\u73b0\u4e13\u4e1a\u5316\u5206\u5de5<\/li>\n<li>\u2705 \u5904\u7406\u8d85\u590d\u6742\u4efb\u52a1<\/li>\n<li>\u2705 \u63d0\u9ad8\u7cfb\u7edf\u53ef\u6269\u5c55\u6027<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u89d2\u8272\u5b9a\u4e49&#xff1a;\u4e3a\u6bcf\u4e2a\u667a\u80fd\u4f53\u5206\u914d\u4e13\u4e1a\u89d2\u8272<\/li>\n<li>\u534f\u4f5c\u6a21\u5f0f&#xff1a;\u987a\u5e8f\u3001\u5e76\u884c\u3001\u5c42\u6b21\u3001\u8fed\u4ee3<\/li>\n<li>\u901a\u4fe1\u673a\u5236&#xff1a;\u667a\u80fd\u4f53\u95f4\u7684\u4fe1\u606f\u4ea4\u6362<\/li>\n<li>\u534f\u8c03\u7b56\u7565&#xff1a;\u7ba1\u7406\u667a\u80fd\u4f53\u95f4\u7684\u534f\u4f5c<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u590d\u6742\u7cfb\u7edf\u5f00\u53d1&#xff08;\u67b6\u6784\u5e08&#043;\u5f00\u53d1&#043;\u6d4b\u8bd5&#xff09;<\/li>\n<li>\u5185\u5bb9\u521b\u4f5c&#xff08;\u7b56\u5212&#043;\u5199\u4f5c&#043;\u7f16\u8f91&#xff09;<\/li>\n<li>\u591a\u9886\u57df\u4e13\u5bb6\u534f\u4f5c<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f680; \u7b2c\u4e8c\u90e8\u5206&#xff1a;\u9ad8\u7ea7\u8bbe\u8ba1\u6a21\u5f0f&#xff08;4\u4e2a&#xff09;<\/h4>\n<p>\u5b9a\u4f4d&#xff1a;\u8ba9\u667a\u80fd\u4f53\u66f4\u667a\u80fd\u3001\u66f4\u6301\u4e45\u3001\u66f4\u89c4\u8303<\/p>\n<h5>8\ufe0f\u20e3 \u8bb0\u5fc6\u7ba1\u7406&#xff08;Memory Management&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u7ba1\u7406\u667a\u80fd\u4f53\u7684\u77ed\u671f\u548c\u957f\u671f\u8bb0\u5fc6&#xff0c;\u5c31\u50cf\u4eba\u7c7b\u7684\u5927\u8111<br \/>\n\u8bb0\u4f4f\u91cd\u8981\u4fe1\u606f&#xff0c;\u5fd8\u8bb0\u65e0\u5173\u5185\u5bb9&#xff0c;\u4fdd\u6301\u4e0a\u4e0b\u6587\u8fde\u7eed\u6027<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u7ef4\u6301\u5bf9\u8bdd\u4e0a\u4e0b\u6587<\/li>\n<li>\u2705 \u79ef\u7d2f\u957f\u671f\u77e5\u8bc6<\/li>\n<li>\u2705 \u4f18\u5316\u8bb0\u5fc6\u4f7f\u7528\u6548\u7387<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u77ed\u671f\u8bb0\u5fc6&#xff1a;\u5f53\u524d\u5bf9\u8bdd\u4e0a\u4e0b\u6587<\/li>\n<li>\u957f\u671f\u8bb0\u5fc6&#xff1a;\u6301\u4e45\u5316\u7684\u91cd\u8981\u4fe1\u606f<\/li>\n<li>\u8bb0\u5fc6\u68c0\u7d22&#xff1a;\u5feb\u901f\u627e\u5230\u76f8\u5173\u4fe1\u606f<\/li>\n<li>\u8bb0\u5fc6\u538b\u7f29&#xff1a;\u4f18\u5316\u5b58\u50a8\u7a7a\u95f4<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u957f\u671f\u5bf9\u8bdd\u7cfb\u7edf<\/li>\n<li>\u4e2a\u6027\u5316\u670d\u52a1<\/li>\n<li>\u77e5\u8bc6\u79ef\u7d2f\u7cfb\u7edf<\/li>\n<\/ul>\n<hr \/>\n<h5>9\ufe0f\u20e3 \u5b66\u4e60\u4e0e\u9002\u5e94&#xff08;Learning and Adaptation&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u4ece\u7ecf\u9a8c\u4e2d\u5b66\u4e60\u5e76\u6539\u8fdb&#xff0c;\u5c31\u50cf\u673a\u5668\u5b66\u4e60<br \/>\n\u901a\u8fc7\u53cd\u9988\u4e0d\u65ad\u4f18\u5316\u884c\u4e3a&#xff0c;\u8d8a\u7528\u8d8a\u806a\u660e<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u6301\u7eed\u6539\u8fdb\u6027\u80fd<\/li>\n<li>\u2705 \u9002\u5e94\u65b0\u73af\u5883<\/li>\n<li>\u2705 \u4e2a\u6027\u5316\u4f18\u5316<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u7ecf\u9a8c\u79ef\u7d2f&#xff1a;\u8bb0\u5f55\u6210\u529f\u548c\u5931\u8d25\u6848\u4f8b<\/li>\n<li>\u6a21\u5f0f\u8bc6\u522b&#xff1a;\u53d1\u73b0\u884c\u4e3a\u89c4\u5f8b<\/li>\n<li>\u7b56\u7565\u8c03\u6574&#xff1a;\u4f18\u5316\u51b3\u7b56\u7b56\u7565<\/li>\n<li>\u5728\u7ebf\u5b66\u4e60&#xff1a;\u5b9e\u65f6\u66f4\u65b0\u6a21\u578b<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u63a8\u8350\u7cfb\u7edf<\/li>\n<li>\u6e38\u620f AI<\/li>\n<li>\u81ea\u9002\u5e94\u63a7\u5236\u7cfb\u7edf<\/li>\n<\/ul>\n<hr \/>\n<h5>&#x1f51f; \u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff08;Model Context Protocol, MCP&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u6807\u51c6\u5316\u667a\u80fd\u4f53\u4e0e\u5916\u90e8\u7cfb\u7edf\u7684\u4ea4\u4e92\u534f\u8bae&#xff0c;\u5c31\u50cf HTTP \u534f\u8bae<br \/>\n\u5b9a\u4e49\u7edf\u4e00\u7684\u63a5\u53e3\u89c4\u8303&#xff0c;\u8ba9\u4e0d\u540c\u7cfb\u7edf\u65e0\u7f1d\u5bf9\u63a5<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u6807\u51c6\u5316\u4ea4\u4e92\u65b9\u5f0f<\/li>\n<li>\u2705 \u63d0\u9ad8\u7cfb\u7edf\u517c\u5bb9\u6027<\/li>\n<li>\u2705 \u7b80\u5316\u96c6\u6210\u590d\u6742\u5ea6<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u534f\u8bae\u5b9a\u4e49&#xff1a;\u7edf\u4e00\u7684\u63a5\u53e3\u89c4\u8303<\/li>\n<li>\u8d44\u6e90\u7ba1\u7406&#xff1a;\u6807\u51c6\u5316\u8d44\u6e90\u8bbf\u95ee<\/li>\n<li>\u5de5\u5177\u96c6\u6210&#xff1a;\u7edf\u4e00\u5de5\u5177\u8c03\u7528\u65b9\u5f0f<\/li>\n<li>\u4e0a\u4e0b\u6587\u4f20\u9012&#xff1a;\u89c4\u8303\u4fe1\u606f\u4ea4\u6362\u683c\u5f0f<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u591a\u7cfb\u7edf\u96c6\u6210<\/li>\n<li>\u5de5\u5177\u94fe\u6807\u51c6\u5316<\/li>\n<li>\u8de8\u5e73\u53f0\u667a\u80fd\u4f53<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e31\ufe0f\u20e3 \u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7&#xff08;Goal Setting and Monitoring&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u8bbe\u5b9a\u76ee\u6807\u5e76\u5b9e\u65f6\u76d1\u63a7\u8fdb\u5ea6&#xff0c;\u5c31\u50cf\u9879\u76ee\u7ba1\u7406\u770b\u677f<br \/>\n\u660e\u786e\u76ee\u6807&#xff0c;\u8ddf\u8e2a\u6267\u884c&#xff0c;\u53ca\u65f6\u8c03\u6574\u7b56\u7565<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u786e\u4fdd\u4efb\u52a1\u4e0d\u504f\u79bb\u65b9\u5411<\/li>\n<li>\u2705 \u5b9e\u65f6\u638c\u63e1\u6267\u884c\u72b6\u6001<\/li>\n<li>\u2705 \u652f\u6301\u52a8\u6001\u8c03\u6574<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u76ee\u6807\u5b9a\u4e49&#xff1a;\u660e\u786e\u3001\u53ef\u8861\u91cf\u7684\u76ee\u6807<\/li>\n<li>\u8fdb\u5ea6\u8ddf\u8e2a&#xff1a;\u5b9e\u65f6\u76d1\u63a7\u6267\u884c\u72b6\u6001<\/li>\n<li>\u91cc\u7a0b\u7891\u7ba1\u7406&#xff1a;\u5173\u952e\u8282\u70b9\u68c0\u67e5<\/li>\n<li>\u52a8\u6001\u8c03\u6574&#xff1a;\u6839\u636e\u8fdb\u5ea6\u8c03\u6574\u7b56\u7565<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u957f\u671f\u4efb\u52a1\u7ba1\u7406<\/li>\n<li>\u9879\u76ee\u6267\u884c\u76d1\u63a7<\/li>\n<li>\u76ee\u6807\u5bfc\u5411\u7cfb\u7edf<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f517; \u7b2c\u4e09\u90e8\u5206&#xff1a;\u96c6\u6210\u8bbe\u8ba1\u6a21\u5f0f&#xff08;3\u4e2a&#xff09;<\/h4>\n<p>\u5b9a\u4f4d&#xff1a;\u8ba9\u667a\u80fd\u4f53\u66f4\u53ef\u9760\u3001\u66f4\u5b9e\u7528\u3001\u66f4\u667a\u80fd<\/p>\n<h5>1\ufe0f\u20e32\ufe0f\u20e3 \u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d&#xff08;Exception Handling and Recovery&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u4f18\u96c5\u5904\u7406\u9519\u8bef\u5e76\u81ea\u52a8\u6062\u590d&#xff0c;\u5c31\u50cf\u7a0b\u5e8f\u7684 try-catch<br \/>\n\u51fa\u9519\u4e0d\u5d29\u6e83&#xff0c;\u81ea\u52a8\u91cd\u8bd5\u6216\u964d\u7ea7\u5904\u7406&#xff0c;\u4fdd\u8bc1\u7cfb\u7edf\u7a33\u5b9a<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u63d0\u9ad8\u7cfb\u7edf\u7a33\u5b9a\u6027<\/li>\n<li>\u2705 \u4f18\u96c5\u5904\u7406\u5f02\u5e38\u60c5\u51b5<\/li>\n<li>\u2705 \u81ea\u52a8\u6062\u590d\u673a\u5236<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u8bc6\u522b\u9519\u8bef\u548c\u5f02\u5e38<\/li>\n<li>\u9519\u8bef\u5206\u7c7b&#xff1a;\u533a\u5206\u53ef\u6062\u590d\u548c\u4e0d\u53ef\u6062\u590d\u9519\u8bef<\/li>\n<li>\u6062\u590d\u7b56\u7565&#xff1a;\u91cd\u8bd5\u3001\u964d\u7ea7\u3001\u56de\u9000<\/li>\n<li>\u9519\u8bef\u65e5\u5fd7&#xff1a;\u8bb0\u5f55\u95ee\u9898\u4fbf\u4e8e\u6392\u67e5<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u751f\u4ea7\u73af\u5883\u7cfb\u7edf<\/li>\n<li>\u5173\u952e\u4e1a\u52a1\u5e94\u7528<\/li>\n<li>\u9700\u8981\u9ad8\u53ef\u7528\u7684\u670d\u52a1<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e33\ufe0f\u20e3 \u4eba\u673a\u534f\u4f5c&#xff08;Human-in-the-Loop&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u5728\u5173\u952e\u8282\u70b9\u5f15\u5165\u4eba\u5de5\u5e72\u9884&#xff0c;\u5c31\u50cf\u4ee3\u7801\u5ba1\u67e5<br \/>\nAI \u5904\u7406\u5e38\u89c4\u4efb\u52a1&#xff0c;\u4eba\u7c7b\u5904\u7406\u590d\u6742\u51b3\u7b56\u548c\u5ba1\u6838<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u7ed3\u5408\u4eba\u7c7b\u667a\u6167\u548c AI \u6548\u7387<\/li>\n<li>\u2705 \u5904\u7406 AI \u4e0d\u64c5\u957f\u7684\u4efb\u52a1<\/li>\n<li>\u2705 \u63d0\u4f9b\u4eba\u5de5\u5ba1\u6838\u548c\u628a\u5173<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u89e6\u53d1\u6761\u4ef6&#xff1a;\u4f55\u65f6\u9700\u8981\u4eba\u5de5\u4ecb\u5165<\/li>\n<li>\u4ea4\u4e92\u65b9\u5f0f&#xff1a;\u5982\u4f55\u4e0e\u4eba\u7c7b\u4ea4\u4e92<\/li>\n<li>\u51b3\u7b56\u652f\u6301&#xff1a;\u4e3a\u4eba\u7c7b\u63d0\u4f9b\u5efa\u8bae<\/li>\n<li>\u53cd\u9988\u5faa\u73af&#xff1a;\u4ece\u4eba\u7c7b\u53cd\u9988\u4e2d\u5b66\u4e60<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u9ad8\u98ce\u9669\u51b3\u7b56&#xff08;\u533b\u7597\u3001\u91d1\u878d&#xff09;<\/li>\n<li>\u521b\u610f\u5185\u5bb9\u5ba1\u6838<\/li>\n<li>\u590d\u6742\u95ee\u9898\u89e3\u51b3<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e34\ufe0f\u20e3 \u77e5\u8bc6\u68c0\u7d22 RAG&#xff08;Knowledge Retrieval RAG&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u4ece\u5916\u90e8\u77e5\u8bc6\u5e93\u68c0\u7d22\u4fe1\u606f\u5e76\u589e\u5f3a\u751f\u6210&#xff0c;\u5c31\u50cf\u641c\u7d22\u5f15\u64ce&#043;AI<br \/>\n\u4e0d\u4f9d\u8d56\u8bad\u7ec3\u6570\u636e&#xff0c;\u5b9e\u65f6\u68c0\u7d22\u6700\u65b0\u3001\u6700\u51c6\u786e\u7684\u4fe1\u606f<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u7a81\u7834\u8bad\u7ec3\u6570\u636e\u9650\u5236<\/li>\n<li>\u2705 \u83b7\u53d6\u6700\u65b0\u4fe1\u606f<\/li>\n<li>\u2705 \u63d0\u9ad8\u56de\u7b54\u51c6\u786e\u6027<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u5411\u91cf\u68c0\u7d22&#xff1a;\u5c06\u77e5\u8bc6\u8f6c\u6362\u4e3a\u5411\u91cf\u641c\u7d22<\/li>\n<li>\u4e0a\u4e0b\u6587\u589e\u5f3a&#xff1a;\u7528\u68c0\u7d22\u4fe1\u606f\u589e\u5f3a\u63d0\u793a<\/li>\n<li>\u77e5\u8bc6\u5e93\u7ba1\u7406&#xff1a;\u7ef4\u62a4\u548c\u66f4\u65b0\u77e5\u8bc6\u5e93<\/li>\n<li>\u68c0\u7d22\u7b56\u7565&#xff1a;\u4f18\u5316\u68c0\u7d22\u51c6\u786e\u6027<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4f01\u4e1a\u77e5\u8bc6\u95ee\u7b54<\/li>\n<li>\u5b9e\u65f6\u4fe1\u606f\u67e5\u8be2<\/li>\n<li>\u4e13\u4e1a\u9886\u57df\u5e94\u7528<\/li>\n<\/ul>\n<hr \/>\n<h4>&#x1f3ed; \u7b2c\u56db\u90e8\u5206&#xff1a;\u751f\u4ea7\u8bbe\u8ba1\u6a21\u5f0f&#xff08;7\u4e2a&#xff09;<\/h4>\n<p>\u5b9a\u4f4d&#xff1a;\u8ba9\u667a\u80fd\u4f53\u7cfb\u7edf\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u5b89\u5168\u8fd0\u884c<\/p>\n<h5>1\ufe0f\u20e35\ufe0f\u20e3 \u667a\u80fd\u4f53\u95f4\u901a\u4fe1&#xff08;Inter-Agent Communication, A2A&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u5b9a\u4e49\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u901a\u4fe1\u534f\u8bae&#xff0c;\u5c31\u50cf\u7f51\u7edc\u534f\u8bae<br \/>\n\u8ba9\u591a\u4e2a\u667a\u80fd\u4f53\u80fd\u591f\u9ad8\u6548\u3001\u53ef\u9760\u5730\u4ea4\u6362\u4fe1\u606f<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u5b9e\u73b0\u667a\u80fd\u4f53\u534f\u4f5c<\/li>\n<li>\u2705 \u6807\u51c6\u5316\u901a\u4fe1\u65b9\u5f0f<\/li>\n<li>\u2705 \u63d0\u9ad8\u7cfb\u7edf\u53ef\u6269\u5c55\u6027<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u6d88\u606f\u683c\u5f0f&#xff1a;\u7edf\u4e00\u7684\u901a\u4fe1\u534f\u8bae<\/li>\n<li>\u901a\u4fe1\u6a21\u5f0f&#xff1a;\u540c\u6b65\u3001\u5f02\u6b65\u3001\u5e7f\u64ad<\/li>\n<li>\u8def\u7531\u673a\u5236&#xff1a;\u6d88\u606f\u5982\u4f55\u4f20\u9012<\/li>\n<li>\u9519\u8bef\u5904\u7406&#xff1a;\u901a\u4fe1\u5931\u8d25\u7684\u5904\u7406<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/li>\n<li>\u5206\u5e03\u5f0f\u667a\u80fd\u4f53\u7f51\u7edc<\/li>\n<li>\u5927\u89c4\u6a21\u534f\u4f5c\u7cfb\u7edf<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e36\ufe0f\u20e3 \u8d44\u6e90\u611f\u77e5\u4f18\u5316&#xff08;Resource-Aware Optimization&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u6839\u636e\u8d44\u6e90\u60c5\u51b5\u4f18\u5316\u6027\u80fd&#xff0c;\u5c31\u50cf\u8d1f\u8f7d\u5747\u8861<br \/>\n\u5e73\u8861\u8ba1\u7b97\u6210\u672c\u3001\u54cd\u5e94\u65f6\u95f4\u3001\u51c6\u786e\u6027&#xff0c;\u627e\u5230\u6700\u4f18\u65b9\u6848<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u4f18\u5316\u6210\u672c\u6548\u76ca<\/li>\n<li>\u2705 \u5e73\u8861\u6027\u80fd\u6307\u6807<\/li>\n<li>\u2705 \u9002\u5e94\u8d44\u6e90\u9650\u5236<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u8d44\u6e90\u76d1\u63a7&#xff1a;\u8ddf\u8e2a\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u8d44\u6e90<\/li>\n<li>\u6210\u672c\u4f18\u5316&#xff1a;\u9009\u62e9\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u65b9\u6848<\/li>\n<li>\u6027\u80fd\u6743\u8861&#xff1a;\u5e73\u8861\u901f\u5ea6\u3001\u51c6\u786e\u6027\u3001\u6210\u672c<\/li>\n<li>\u52a8\u6001\u8c03\u6574&#xff1a;\u6839\u636e\u8d44\u6e90\u60c5\u51b5\u8c03\u6574\u7b56\u7565<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u5927\u89c4\u6a21\u90e8\u7f72<\/li>\n<li>\u6210\u672c\u654f\u611f\u5e94\u7528<\/li>\n<li>\u8d44\u6e90\u53d7\u9650\u73af\u5883<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e37\ufe0f\u20e3 \u63a8\u7406\u6280\u672f&#xff08;Reasoning Techniques&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u589e\u5f3a AI \u7684\u63a8\u7406\u80fd\u529b&#xff0c;\u5c31\u50cf\u7ed9 AI \u88c5\u4e0a&#034;\u601d\u8003\u5f15\u64ce&#034;<br \/>\n\u4e0d\u53ea\u662f\u751f\u6210&#xff0c;\u8fd8\u8981\u63a8\u7406\u3001\u5206\u6790\u3001\u8bba\u8bc1<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u63d0\u9ad8\u51b3\u7b56\u8d28\u91cf<\/li>\n<li>\u2705 \u652f\u6301\u590d\u6742\u63a8\u7406<\/li>\n<li>\u2705 \u589e\u5f3a\u903b\u8f91\u80fd\u529b<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u94fe\u5f0f\u63a8\u7406&#xff1a;\u9010\u6b65\u63a8\u7406\u5f97\u51fa\u7ed3\u8bba<\/li>\n<li>\u601d\u7ef4\u94fe&#xff1a;\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b<\/li>\n<li>\u591a\u6b65\u63a8\u7406&#xff1a;\u5904\u7406\u590d\u6742\u903b\u8f91\u95ee\u9898<\/li>\n<li>\u63a8\u7406\u9a8c\u8bc1&#xff1a;\u68c0\u67e5\u63a8\u7406\u7684\u6b63\u786e\u6027<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u590d\u6742\u95ee\u9898\u6c42\u89e3<\/li>\n<li>\u903b\u8f91\u63a8\u7406\u4efb\u52a1<\/li>\n<li>\u79d1\u5b66\u8ba1\u7b97\u548c\u8bba\u8bc1<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e38\ufe0f\u20e3 \u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f&#xff08;Guardrails\/Safety Patterns&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u8bbe\u7f6e\u5b89\u5168\u8fb9\u754c&#xff0c;\u9632\u6b62 AI \u4ea7\u751f\u6709\u5bb3\u5185\u5bb9&#xff0c;\u5c31\u50cf\u9632\u706b\u5899<br \/>\n\u786e\u4fdd AI \u884c\u4e3a\u7b26\u5408\u89c4\u8303&#xff0c;\u4e0d\u8d8a\u754c\u3001\u4e0d\u51fa\u9519<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u9632\u6b62\u6709\u5bb3\u8f93\u51fa<\/li>\n<li>\u2705 \u786e\u4fdd\u5408\u89c4\u6027<\/li>\n<li>\u2705 \u4fdd\u62a4\u7528\u6237\u5b89\u5168<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u5185\u5bb9\u8fc7\u6ee4&#xff1a;\u68c0\u6d4b\u548c\u8fc7\u6ee4\u6709\u5bb3\u5185\u5bb9<\/li>\n<li>\u884c\u4e3a\u7ea6\u675f&#xff1a;\u9650\u5236 AI \u7684\u884c\u4e3a\u8303\u56f4<\/li>\n<li>\u5b89\u5168\u68c0\u67e5&#xff1a;\u591a\u5c42\u6b21\u7684\u9a8c\u8bc1\u673a\u5236<\/li>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u8bc6\u522b\u5f02\u5e38\u884c\u4e3a<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u9762\u5411\u516c\u4f17\u7684\u5e94\u7528<\/li>\n<li>\u654f\u611f\u5185\u5bb9\u5904\u7406<\/li>\n<li>\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u573a\u666f<\/li>\n<\/ul>\n<hr \/>\n<h5>1\ufe0f\u20e39\ufe0f\u20e3 \u8bc4\u4f30\u4e0e\u76d1\u63a7&#xff08;Evaluation and Monitoring&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u6301\u7eed\u8bc4\u4f30\u548c\u76d1\u63a7\u667a\u80fd\u4f53\u6027\u80fd&#xff0c;\u5c31\u50cf\u7cfb\u7edf\u76d1\u63a7<br \/>\n\u5b9e\u65f6\u8ddf\u8e2a\u6307\u6807&#xff0c;\u53d1\u73b0\u95ee\u9898&#xff0c;\u6301\u7eed\u4f18\u5316<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u91cf\u5316\u6027\u80fd\u8868\u73b0<\/li>\n<li>\u2705 \u53ca\u65f6\u53d1\u73b0\u95ee\u9898<\/li>\n<li>\u2705 \u652f\u6301\u6301\u7eed\u4f18\u5316<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u8bc4\u4f30\u6307\u6807&#xff1a;\u51c6\u786e\u6027\u3001\u76f8\u5173\u6027\u3001\u54cd\u5e94\u65f6\u95f4\u7b49<\/li>\n<li>\u5b9e\u65f6\u76d1\u63a7&#xff1a;\u6301\u7eed\u8ddf\u8e2a\u7cfb\u7edf\u72b6\u6001<\/li>\n<li>\u6027\u80fd\u5206\u6790&#xff1a;\u6df1\u5165\u5206\u6790\u6027\u80fd\u74f6\u9888<\/li>\n<li>\u544a\u8b66\u673a\u5236&#xff1a;\u5f02\u5e38\u60c5\u51b5\u53ca\u65f6\u901a\u77e5<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u751f\u4ea7\u73af\u5883\u76d1\u63a7<\/li>\n<li>\u6027\u80fd\u4f18\u5316<\/li>\n<li>\u8d28\u91cf\u4fdd\u8bc1<\/li>\n<\/ul>\n<hr \/>\n<h5>2\ufe0f\u20e30\ufe0f\u20e3 \u4f18\u5148\u7ea7\u6392\u5e8f&#xff08;Prioritization&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u6839\u636e\u91cd\u8981\u6027\u6392\u5e8f\u4efb\u52a1&#xff0c;\u5c31\u50cf\u5f85\u529e\u4e8b\u9879\u7ba1\u7406<br \/>\n\u91cd\u8981\u7d27\u6025\u7684\u4efb\u52a1\u4f18\u5148\u5904\u7406&#xff0c;\u5408\u7406\u5206\u914d\u8d44\u6e90<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u4f18\u5316\u8d44\u6e90\u5206\u914d<\/li>\n<li>\u2705 \u63d0\u9ad8\u5904\u7406\u6548\u7387<\/li>\n<li>\u2705 \u786e\u4fdd\u5173\u952e\u4efb\u52a1\u4f18\u5148<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u4f18\u5148\u7ea7\u7b97\u6cd5&#xff1a;\u8ba1\u7b97\u4efb\u52a1\u4f18\u5148\u7ea7<\/li>\n<li>\u52a8\u6001\u8c03\u6574&#xff1a;\u6839\u636e\u60c5\u51b5\u8c03\u6574\u4f18\u5148\u7ea7<\/li>\n<li>\u8d44\u6e90\u5206\u914d&#xff1a;\u6309\u4f18\u5148\u7ea7\u5206\u914d\u8d44\u6e90<\/li>\n<li>\u961f\u5217\u7ba1\u7406&#xff1a;\u7ba1\u7406\u4efb\u52a1\u6267\u884c\u961f\u5217<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u591a\u4efb\u52a1\u5904\u7406\u7cfb\u7edf<\/li>\n<li>\u8d44\u6e90\u53d7\u9650\u73af\u5883<\/li>\n<li>\u5173\u952e\u4e1a\u52a1\u7cfb\u7edf<\/li>\n<\/ul>\n<hr \/>\n<h5>2\ufe0f\u20e31\ufe0f\u20e3 \u63a2\u7d22\u4e0e\u53d1\u73b0&#xff08;Exploration and Discovery&#xff09;<\/h5>\n<p>\u4e00\u53e5\u8bdd\u5b9a\u4f4d&#xff1a;<\/p>\n<p>\u4e3b\u52a8\u63a2\u7d22\u65b0\u65b9\u6848&#xff0c;\u5c31\u50cf\u79d1\u5b66\u7814\u7a76<br \/>\n\u4e0d\u6ee1\u8db3\u4e8e\u5df2\u77e5\u65b9\u6848&#xff0c;\u4e3b\u52a8\u5c1d\u8bd5\u65b0\u65b9\u6cd5&#xff0c;\u53d1\u73b0\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u2705 \u53d1\u73b0\u521b\u65b0\u65b9\u6848<\/li>\n<li>\u2705 \u7a81\u7834\u5c40\u90e8\u6700\u4f18<\/li>\n<li>\u2705 \u9002\u5e94\u672a\u77e5\u73af\u5883<\/li>\n<\/ul>\n<p>\u5173\u952e\u6982\u5ff5&#xff1a;<\/p>\n<ul>\n<li>\u63a2\u7d22\u7b56\u7565&#xff1a;\u5982\u4f55\u63a2\u7d22\u65b0\u65b9\u6848<\/li>\n<li>\u5229\u7528\u4e0e\u63a2\u7d22&#xff1a;\u5e73\u8861\u5df2\u77e5\u548c\u672a\u77e5<\/li>\n<li>\u521b\u65b0\u673a\u5236&#xff1a;\u9f13\u52b1\u5c1d\u8bd5\u65b0\u65b9\u6cd5<\/li>\n<li>\u5b66\u4e60\u5faa\u73af&#xff1a;\u4ece\u63a2\u7d22\u4e2d\u5b66\u4e60<\/li>\n<\/ul>\n<p>\u9002\u7528\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\u4f18\u5316\u95ee\u9898\u6c42\u89e3<\/li>\n<li>\u521b\u65b0\u4efb\u52a1<\/li>\n<li>\u672a\u77e5\u73af\u5883\u63a2\u7d22<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e09\u3001\u6a21\u5f0f\u5173\u7cfb\u56fe\u8c31<\/h3>\n<h4>&#x1f517; \u6a21\u5f0f\u4f9d\u8d56\u5173\u7cfb<\/h4>\n<p>\u57fa\u7840\u5c42&#xff08;\u5fc5\u987b\u638c\u63e1&#xff09;<br \/>\n\u251c\u2500\u2500 \u63d0\u793a\u94fe \u2500\u2500\u2510<br \/>\n\u251c\u2500\u2500 \u8def\u7531 \u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2192 \u591a\u667a\u80fd\u4f53\u534f\u4f5c<br \/>\n\u251c\u2500\u2500 \u5e76\u884c\u5316 \u2500\u2500\u2524<br \/>\n\u251c\u2500\u2500 \u53cd\u601d \u2500\u2500\u2500\u2500\u2524<br \/>\n\u251c\u2500\u2500 \u5de5\u5177\u4f7f\u7528 \u2500\u2524<br \/>\n\u2514\u2500\u2500 \u89c4\u5212 \u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u589e\u5f3a\u5c42&#xff08;\u63d0\u5347\u80fd\u529b&#xff09;<br \/>\n\u251c\u2500\u2500 \u8bb0\u5fc6\u7ba1\u7406 \u2500\u2500\u2500\u2500\u2192 \u5b66\u4e60\u4e0e\u9002\u5e94<br \/>\n\u251c\u2500\u2500 \u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae \u2500\u2192 \u667a\u80fd\u4f53\u95f4\u901a\u4fe1<br \/>\n\u2514\u2500\u2500 \u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7 \u2500\u2192 \u4f18\u5148\u7ea7\u6392\u5e8f<\/p>\n<p>\u96c6\u6210\u5c42&#xff08;\u5b9e\u9645\u5e94\u7528&#xff09;<br \/>\n\u251c\u2500\u2500 \u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d<br \/>\n\u251c\u2500\u2500 \u4eba\u673a\u534f\u4f5c<br \/>\n\u2514\u2500\u2500 \u77e5\u8bc6\u68c0\u7d22 RAG<\/p>\n<p>\u751f\u4ea7\u5c42&#xff08;\u7a33\u5b9a\u8fd0\u884c&#xff09;<br \/>\n\u251c\u2500\u2500 \u8d44\u6e90\u611f\u77e5\u4f18\u5316<br \/>\n\u251c\u2500\u2500 \u63a8\u7406\u6280\u672f<br \/>\n\u251c\u2500\u2500 \u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f<br \/>\n\u251c\u2500\u2500 \u8bc4\u4f30\u4e0e\u76d1\u63a7<br \/>\n\u2514\u2500\u2500 \u63a2\u7d22\u4e0e\u53d1\u73b0<\/p>\n<h4>&#x1f3af; \u6a21\u5f0f\u7ec4\u5408\u7b56\u7565<\/h4>\n<h5>\u7ec4\u54081&#xff1a;\u57fa\u7840\u5de5\u4f5c\u6d41<\/h5>\n<p>\u63d0\u793a\u94fe &#043; \u8def\u7531 &#043; \u5de5\u5177\u4f7f\u7528<br \/>\n\u2192 \u9002\u5408&#xff1a;\u590d\u6742\u4efb\u52a1\u5904\u7406\u7cfb\u7edf<\/p>\n<h5>\u7ec4\u54082&#xff1a;\u9ad8\u8d28\u91cf\u8f93\u51fa<\/h5>\n<p>\u63d0\u793a\u94fe &#043; \u53cd\u601d &#043; \u8bc4\u4f30\u4e0e\u76d1\u63a7<br \/>\n\u2192 \u9002\u5408&#xff1a;\u5185\u5bb9\u751f\u6210\u3001\u4ee3\u7801\u751f\u6210<\/p>\n<h5>\u7ec4\u54083&#xff1a;\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/h5>\n<p>\u591a\u667a\u80fd\u4f53\u534f\u4f5c &#043; \u667a\u80fd\u4f53\u95f4\u901a\u4fe1 &#043; \u8bb0\u5fc6\u7ba1\u7406<br \/>\n\u2192 \u9002\u5408&#xff1a;\u590d\u6742\u534f\u4f5c\u7cfb\u7edf<\/p>\n<h5>\u7ec4\u54084&#xff1a;\u751f\u4ea7\u7ea7\u7cfb\u7edf<\/h5>\n<p>\u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d &#043; \u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f &#043; \u8bc4\u4f30\u4e0e\u76d1\u63a7 &#043; \u8d44\u6e90\u611f\u77e5\u4f18\u5316<br \/>\n\u2192 \u9002\u5408&#xff1a;\u4f01\u4e1a\u7ea7\u751f\u4ea7\u7cfb\u7edf<\/p>\n<h5>\u7ec4\u54085&#xff1a;\u667a\u80fd\u5b66\u4e60\u7cfb\u7edf<\/h5>\n<p>\u5b66\u4e60\u4e0e\u9002\u5e94 &#043; \u63a2\u7d22\u4e0e\u53d1\u73b0 &#043; \u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7<br \/>\n\u2192 \u9002\u5408&#xff1a;\u81ea\u9002\u5e94\u3001\u6301\u7eed\u4f18\u5316\u7684\u7cfb\u7edf<\/p>\n<hr \/>\n<h3>\u56db\u3001\u5feb\u901f\u901f\u67e5\u8868<\/h3>\n<h4>&#x1f4cb; \u6309\u95ee\u9898\u9009\u6a21\u5f0f<\/h4>\n<table>\n<tr>\u95ee\u9898\u63a8\u8350\u6a21\u5f0f\u4f18\u5148\u7ea7<\/tr>\n<tbody>\n<tr>\n<td>\u4efb\u52a1\u592a\u590d\u6742&#xff0c;AI \u5904\u7406\u4e0d\u597d<\/td>\n<td>\u63d0\u793a\u94fe<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u6839\u636e\u60c5\u51b5\u9009\u62e9\u4e0d\u540c\u5904\u7406\u65b9\u5f0f<\/td>\n<td>\u8def\u7531<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u5f88\u591a\u72ec\u7acb\u4efb\u52a1\u8981\u5904\u7406<\/td>\n<td>\u5e76\u884c\u5316<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa\u8d28\u91cf\u4e0d\u591f\u597d<\/td>\n<td>\u53cd\u601d<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u8c03\u7528\u5916\u90e8 API \u6216\u5de5\u5177<\/td>\n<td>\u5de5\u5177\u4f7f\u7528<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u5236\u5b9a\u957f\u671f\u8ba1\u5212<\/td>\n<td>\u89c4\u5212<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u4e2a\u667a\u80fd\u4f53\u65e0\u6cd5\u5b8c\u6210\u4efb\u52a1<\/td>\n<td>\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9\u8bdd\u4e2d\u5fd8\u8bb0\u4e4b\u524d\u7684\u5185\u5bb9<\/td>\n<td>\u8bb0\u5fc6\u7ba1\u7406<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u5e0c\u671b\u7cfb\u7edf\u8d8a\u7528\u8d8a\u806a\u660e<\/td>\n<td>\u5b66\u4e60\u4e0e\u9002\u5e94<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u6807\u51c6\u5316\u63a5\u53e3<\/td>\n<td>\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u8ddf\u8e2a\u4efb\u52a1\u8fdb\u5ea6<\/td>\n<td>\u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u7ecf\u5e38\u51fa\u9519\u5d29\u6e83<\/td>\n<td>\u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u4eba\u5de5\u5ba1\u6838\u548c\u628a\u5173<\/td>\n<td>\u4eba\u673a\u534f\u4f5c<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u6700\u65b0\u3001\u51c6\u786e\u7684\u4fe1\u606f<\/td>\n<td>\u77e5\u8bc6\u68c0\u7d22 RAG<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u4e2a\u667a\u80fd\u4f53\u9700\u8981\u901a\u4fe1<\/td>\n<td>\u667a\u80fd\u4f53\u95f4\u901a\u4fe1<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u6210\u672c\u592a\u9ad8\u6216\u8d44\u6e90\u4e0d\u8db3<\/td>\n<td>\u8d44\u6e90\u611f\u77e5\u4f18\u5316<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u9700\u8981\u590d\u6742\u63a8\u7406\u80fd\u529b<\/td>\n<td>\u63a8\u7406\u6280\u672f<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u62c5\u5fc3 AI \u4ea7\u751f\u6709\u5bb3\u5185\u5bb9<\/td>\n<td>\u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u4e0d\u77e5\u9053\u7cfb\u7edf\u8fd0\u884c\u5f97\u600e\u4e48\u6837<\/td>\n<td>\u8bc4\u4f30\u4e0e\u76d1\u63a7<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u4efb\u52a1\u592a\u591a&#xff0c;\u4e0d\u77e5\u9053\u5148\u505a\u54ea\u4e2a<\/td>\n<td>\u4f18\u5148\u7ea7\u6392\u5e8f<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr>\n<td>\u60f3\u8981\u53d1\u73b0\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848<\/td>\n<td>\u63a2\u7d22\u4e0e\u53d1\u73b0<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>&#x1f4ca; \u6309\u590d\u6742\u5ea6\u9009\u6a21\u5f0f<\/h4>\n<p>\u7b80\u5355\u573a\u666f&#xff08;1-2\u4e2a\u6a21\u5f0f&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u63d0\u793a\u94fe<\/li>\n<li>\u8def\u7531<\/li>\n<li>\u5de5\u5177\u4f7f\u7528<\/li>\n<li>\u77e5\u8bc6\u68c0\u7d22 RAG<\/li>\n<\/ul>\n<p>\u4e2d\u7b49\u573a\u666f&#xff08;3-5\u4e2a\u6a21\u5f0f&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u63d0\u793a\u94fe &#043; \u53cd\u601d &#043; \u5de5\u5177\u4f7f\u7528<\/li>\n<li>\u8def\u7531 &#043; \u5e76\u884c\u5316 &#043; \u5f02\u5e38\u5904\u7406<\/li>\n<li>\u89c4\u5212 &#043; \u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7<\/li>\n<\/ul>\n<p>\u590d\u6742\u573a\u666f&#xff08;6&#043;\u4e2a\u6a21\u5f0f&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u591a\u667a\u80fd\u4f53\u534f\u4f5c &#043; \u667a\u80fd\u4f53\u95f4\u901a\u4fe1 &#043; \u8bb0\u5fc6\u7ba1\u7406 &#043; \u8bc4\u4f30\u4e0e\u76d1\u63a7<\/li>\n<li>\u5b8c\u6574\u751f\u4ea7\u7ea7\u7cfb\u7edf&#xff08;\u5305\u542b\u6240\u6709\u76f8\u5173\u6a21\u5f0f&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e94\u3001\u5b9e\u6218\u5e94\u7528\u8def\u5f84<\/h3>\n<h4>&#x1f6e4;\ufe0f \u5b66\u4e60\u8def\u5f84\u5efa\u8bae<\/h4>\n<h5>\u9636\u6bb51&#xff1a;\u57fa\u7840\u5165\u95e8&#xff08;1-2\u5468&#xff09;<\/h5>\n<li>\u63d0\u793a\u94fe &#8211; \u7406\u89e3\u4efb\u52a1\u5206\u89e3\u601d\u60f3<\/li>\n<li>\u8def\u7531 &#8211; \u638c\u63e1\u52a8\u6001\u51b3\u7b56<\/li>\n<li>\u5de5\u5177\u4f7f\u7528 &#8211; \u6269\u5c55 AI \u80fd\u529b<\/li>\n<p>\u5b9e\u8df5\u9879\u76ee&#xff1a;\u6784\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u4efb\u52a1\u5904\u7406\u7cfb\u7edf<\/p>\n<hr \/>\n<h5>\u9636\u6bb52&#xff1a;\u80fd\u529b\u63d0\u5347&#xff08;2-3\u5468&#xff09;<\/h5>\n<li>\u53cd\u601d &#8211; \u63d0\u5347\u8f93\u51fa\u8d28\u91cf<\/li>\n<li>\u89c4\u5212 &#8211; \u5904\u7406\u590d\u6742\u4efb\u52a1<\/li>\n<li>\u5e76\u884c\u5316 &#8211; \u63d0\u5347\u6548\u7387<\/li>\n<li>\u77e5\u8bc6\u68c0\u7d22 RAG &#8211; \u589e\u5f3a\u4fe1\u606f\u83b7\u53d6<\/li>\n<p>\u5b9e\u8df5\u9879\u76ee&#xff1a;\u6784\u5efa\u4e00\u4e2a\u9ad8\u8d28\u91cf\u5185\u5bb9\u751f\u6210\u7cfb\u7edf<\/p>\n<hr \/>\n<h5>\u9636\u6bb53&#xff1a;\u7cfb\u7edf\u96c6\u6210&#xff08;3-4\u5468&#xff09;<\/h5>\n<li>\u591a\u667a\u80fd\u4f53\u534f\u4f5c &#8211; \u6784\u5efa\u534f\u4f5c\u7cfb\u7edf<\/li>\n<li>\u8bb0\u5fc6\u7ba1\u7406 &#8211; \u7ef4\u6301\u4e0a\u4e0b\u6587<\/li>\n<li>\u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d &#8211; \u63d0\u9ad8\u7a33\u5b9a\u6027<\/li>\n<li>\u4eba\u673a\u534f\u4f5c &#8211; \u5f15\u5165\u4eba\u5de5\u5e72\u9884<\/li>\n<p>\u5b9e\u8df5\u9879\u76ee&#xff1a;\u6784\u5efa\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5e73\u53f0<\/p>\n<hr \/>\n<h5>\u9636\u6bb54&#xff1a;\u751f\u4ea7\u4f18\u5316&#xff08;4-5\u5468&#xff09;<\/h5>\n<li>\u76ee\u6807\u8bbe\u5b9a\u4e0e\u76d1\u63a7 &#8211; \u4efb\u52a1\u7ba1\u7406<\/li>\n<li>\u667a\u80fd\u4f53\u95f4\u901a\u4fe1 &#8211; \u6807\u51c6\u5316\u901a\u4fe1<\/li>\n<li>\u8d44\u6e90\u611f\u77e5\u4f18\u5316 &#8211; \u6210\u672c\u4f18\u5316<\/li>\n<li>\u8bc4\u4f30\u4e0e\u76d1\u63a7 &#8211; \u6027\u80fd\u76d1\u63a7<\/li>\n<li>\u62a4\u680f\/\u5b89\u5168\u6a21\u5f0f &#8211; \u5b89\u5168\u4fdd\u969c<\/li>\n<p>\u5b9e\u8df5\u9879\u76ee&#xff1a;\u6784\u5efa\u4e00\u4e2a\u751f\u4ea7\u7ea7\u667a\u80fd\u4f53\u7cfb\u7edf<\/p>\n<hr \/>\n<h5>\u9636\u6bb55&#xff1a;\u9ad8\u7ea7\u80fd\u529b&#xff08;5-6\u5468&#xff09;<\/h5>\n<li>\u63a8\u7406\u6280\u672f &#8211; \u589e\u5f3a\u63a8\u7406\u80fd\u529b<\/li>\n<li>\u5b66\u4e60\u4e0e\u9002\u5e94 &#8211; \u6301\u7eed\u4f18\u5316<\/li>\n<li>\u4f18\u5148\u7ea7\u6392\u5e8f &#8211; \u8d44\u6e90\u7ba1\u7406<\/li>\n<li>\u63a2\u7d22\u4e0e\u53d1\u73b0 &#8211; \u521b\u65b0\u673a\u5236<\/li>\n<li>\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae &#8211; \u6807\u51c6\u5316\u534f\u8bae<\/li>\n<p>\u5b9e\u8df5\u9879\u76ee&#xff1a;\u6784\u5efa\u4e00\u4e2a\u81ea\u9002\u5e94\u3001\u6301\u7eed\u4f18\u5316\u7684\u667a\u80fd\u7cfb\u7edf<\/p>\n<hr \/>\n<h4>&#x1f3af; \u5e94\u7528\u573a\u666f\u793a\u4f8b<\/h4>\n<h5>\u573a\u666f1&#xff1a;\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf<\/h5>\n<p>\u8def\u7531&#xff08;\u8bc6\u522b\u610f\u56fe&#xff09;<br \/>\n  \u2193<br \/>\n\u63d0\u793a\u94fe&#xff08;\u5904\u7406\u67e5\u8be2&#xff09;<br \/>\n  \u2193<br \/>\n\u77e5\u8bc6\u68c0\u7d22 RAG&#xff08;\u83b7\u53d6\u4ea7\u54c1\u4fe1\u606f&#xff09;<br \/>\n  \u2193<br \/>\n\u53cd\u601d&#xff08;\u68c0\u67e5\u56de\u7b54\u8d28\u91cf&#xff09;<br \/>\n  \u2193<br \/>\n\u5f02\u5e38\u5904\u7406\u4e0e\u6062\u590d&#xff08;\u5904\u7406\u9519\u8bef&#xff09;<br \/>\n  \u2193<br \/>\n\u4eba\u673a\u534f\u4f5c&#xff08;\u590d\u6742\u95ee\u9898\u8f6c\u4eba\u5de5&#xff09;<\/p>\n<h5>\u573a\u666f2&#xff1a;\u4ee3\u7801\u751f\u6210\u52a9\u624b<\/h5>\n<p>\u89c4\u5212&#xff08;\u5236\u5b9a\u5f00\u53d1\u8ba1\u5212&#xff09;<br \/>\n  \u2193<br \/>\n\u63d0\u793a\u94fe&#xff08;\u5206\u6b65\u9aa4\u751f\u6210\u4ee3\u7801&#xff09;<br \/>\n  \u2193<br \/>\n\u5de5\u5177\u4f7f\u7528&#xff08;\u8c03\u7528\u4ee3\u7801\u6267\u884c\u73af\u5883&#xff09;<br \/>\n  \u2193<br \/>\n\u53cd\u601d&#xff08;\u4ee3\u7801\u5ba1\u67e5\u548c\u4f18\u5316&#xff09;<br \/>\n  \u2193<br 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