{"id":27705,"date":"2025-10-27T08:20:04","date_gmt":"2025-10-27T00:20:04","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27705"},"modified":"2025-10-27T08:20:04","modified_gmt":"2025-10-27T00:20:04","slug":"90%e7%9a%84%e5%9b%a2%e9%98%9f%e9%83%bd%e5%9c%a8%e7%94%a8%e7%9a%84-agentic-ai-%e8%ae%be%e8%ae%a1%e6%a8%a1%e5%bc%8f%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/10\/27\/27705\/","title":{"rendered":"90%\u7684\u56e2\u961f\u90fd\u5728\u7528\u7684 Agentic AI \u8bbe\u8ba1\u6a21\u5f0f\u89e3\u6790"},"content":{"rendered":"
\u672c\u6587\u5c06\u5e26\u4f60\u4e86\u89e3\u5b9e\u8df5\u4e2d\u771f\u6b63\u6709\u6548\u3001\u88ab\u8d85\u8fc7 90% \u7684\u751f\u4ea7\u7ea7\u7cfb\u7edf\u6240\u91c7\u7528\u7684\u6838\u5fc3 Agentic AI \u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5305\u62ec\u5b83\u4eec\u7684\u542b\u4e49\u3001\u9002\u7528\u573a\u666f\u4ee5\u53ca\u6e05\u6670\u7684\u67b6\u6784\u56fe\u89e3\uff08\u6587\u4e2d\u6709\u56fe\u7247\u94fe\u63a5\u53ef\u67e5\u770b\u5b8c\u6574\u67b6\u6784\u56fe\uff09\u3002<\/div>\n
\n
\n

\u5728\u5f53\u4eca\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5e94\u7528\u7206\u53d1\u5f0f\u589e\u957f\u7684\u80cc\u666f\u4e0b\uff0c\u5927\u591a\u6570\u5e94\u7528\u4ecd\u505c\u7559\u5728\u201c\u667a\u80fd\u81ea\u52a8\u8865\u5168\u201d\u7684\u9636\u6bb5\u2014\u2014\u4f60\u95ee\u4e00\u53e5\uff0c\u5b83\u7b54\u4e00\u53e5\u3002\u4f46\u771f\u6b63\u7684\u00a0Agentic AI\uff08\u667a\u80fd\u4f53AI\uff09\u00a0\u5219\u66f4\u8fdb\u4e00\u6b65\uff1a\u5b83\u80fd\u5236\u5b9a\u8ba1\u5212\u3001\u8c03\u7528\u5de5\u5177\u3001\u81ea\u6211\u68c0\u67e5\uff0c\u751a\u81f3\u5728\u5904\u7406\u9ad8\u98ce\u9669\u4efb\u52a1\u524d\u4e3b\u52a8\u5bfb\u6c42\u4eba\u7c7b\u786e\u8ba4\u3002<\/strong><\/p>\n

\u672c\u6587\u5c06\u5e26\u4f60\u4e86\u89e3\u5b9e\u8df5\u4e2d\u771f\u6b63\u6709\u6548\u3001\u88ab\u8d85\u8fc7 90% \u7684\u751f\u4ea7\u7ea7\u7cfb\u7edf\u6240\u91c7\u7528\u7684\u6838\u5fc3 Agentic AI \u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5305\u62ec\u5b83\u4eec\u7684\u542b\u4e49\u3001\u9002\u7528\u573a\u666f\u4ee5\u53ca\u6e05\u6670\u7684\u67b6\u6784\u56fe\u89e3\uff08\u6587\u4e2d\u6709\u56fe\u7247\u94fe\u63a5\u53ef\u67e5\u770b\u5b8c\u6574\u67b6\u6784\u56fe\uff09\u3002<\/p>\n

\u4e00\u3001\u4ec0\u4e48\u662f Agentic AI\uff1f<\/h2>\n

Agentic AI \u662f\u4e00\u79cd\u5177\u5907\u4e00\u5b9a\u81ea\u4e3b\u80fd\u529b\u7684 LLM \u5e94\u7528\uff0c\u5b83\u80fd\u591f\uff1a<\/p>\n

    \n
  • \u89c2\u5bdf\uff08Observe\uff09<\/strong>\uff1a\u7406\u89e3\u7528\u6237\u8bf7\u6c42\u53ca\u76f8\u5173\u4e0a\u4e0b\u6587\uff08\u5982\u6587\u6863\u3001\u65e5\u5fd7\u7b49\uff09<\/li>\n
  • \u601d\u8003\uff08Think\uff09<\/strong>\uff1a\u5224\u65ad\u4e0b\u4e00\u6b65\u6700\u4f73\u884c\u52a8<\/li>\n
  • \u8ba1\u5212\uff08Plan\uff0c\u53ef\u9009\uff09<\/strong>\uff1a\u5bf9\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u6b65\u9aa4<\/li>\n
  • \u6267\u884c\uff08Act\uff09<\/strong>\uff1a\u8c03\u7528\u5de5\u5177\/API\u3001\u8fd0\u884c\u67e5\u8be2\u6216\u751f\u6210\u6587\u4ef6<\/li>\n
  • \u9a8c\u8bc1\uff08Verify\uff09<\/strong>\uff1a\u68c0\u67e5\u8f93\u51fa\u8d28\u91cf\u4e0e\u5b89\u5168\u6027\uff0c\u5fc5\u8981\u65f6\u8bf7\u6c42\u4eba\u5de5\u4ecb\u5165<\/li>\n
  • \u5b66\u4e60\uff08Learn\uff09<\/strong>\uff1a\u8bb0\u5f55\u6709\u7528\u7684\u7ecf\u9a8c\uff0c\u4f18\u5316\u540e\u7eed\u8868\u73b0<\/li>\n<\/ul>\n

    \u5176\u6838\u5fc3\u884c\u4e3a\u6a21\u5f0f\u53ef\u4ee5\u603b\u7ed3\u4e3a\uff1a
    \n\u89c2\u5bdf \u2192 \u601d\u8003 \u2192 \u8ba1\u5212 \u2192 \u6267\u884c \u2192 \u9a8c\u8bc1 \u2192 \u5b66\u4e60<\/strong><\/p>\n

    \u9ec4\u91d1\u6cd5\u5219\uff1a\u4ece\u7b80\u5355\u5f00\u59cb\u3002\u5982\u679c\u4e00\u4e2a\u95ee\u9898\u4e00\u4e2a LLM \u8c03\u7528\u5c31\u80fd\u89e3\u51b3\uff0c\u90a3\u5c31\u4e0d\u8981\u590d\u6742\u5316\u3002\u53ea\u6709\u5f53\u7ed3\u6784\u5316\u80fd\u663e\u8457\u63d0\u5347\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u6216\u6269\u5c55\u6027\u65f6\uff0c\u624d\u9010\u6b65\u5f15\u5165\u667a\u80fd\u4f53\u6a21\u5f0f\u3002<\/strong><\/p><\/blockquote>\n

    \u4e8c\u3001\u56db\u5927\u6838\u5fc3 Agentic AI \u8bbe\u8ba1\u6a21\u5f0f<\/h2>\n

    \u4ee5\u4e0b\u662f\u5b9e\u9645\u9879\u76ee\u4e2d\u53cd\u590d\u51fa\u73b0\u7684\u56db\u79cd\u57fa\u7840\u6a21\u5f0f\uff0c\u638c\u63e1\u5b83\u4eec\uff0c\u4f60\u5c31\u80fd\u8986\u76d6\u7edd\u5927\u591a\u6570\u751f\u4ea7\u573a\u666f\u3002<\/p>\n

    \u6a21\u5f0f 1\uff1a\u5de5\u5177\u4f7f\u7528\uff08Tool Use \/ Function Calling\uff09<\/h3>\n

    \u662f\u4ec0\u4e48\uff1f<\/h4>\n

    \u5de5\u5177\u4f7f\u7528\u6a21\u5f0f\u8ba9 LLM \u4e0d\u5c40\u9650\u4e8e\u81ea\u8eab\u201c\u77e5\u8bc6\u201d\uff0c\u800c\u662f\u80fd\u591f\u4e3b\u52a8\u8c03\u7528\u5916\u90e8\u5de5\u5177<\/strong>\uff0c\u5982 API\u3001\u6570\u636e\u5e93\u6216\u81ea\u5b9a\u4e49\u51fd\u6570\uff0c\u4ee5\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\u3001\u6267\u884c\u8ba1\u7b97\u6216\u64cd\u4f5c\u7cfb\u7edf\u3002<\/p>\n

    \u501f\u52a9\u6b64\u6a21\u5f0f\uff0cLLM \u53ef\u4ee5\uff1a<\/p>\n

      \n
    • \u67e5\u8be2\u8bb0\u5f55\uff08\u5982\u8ba2\u5355\u72b6\u6001\uff09<\/li>\n
    • \u6570\u636e\u8f6c\u6362\uff08\u5982 CSV \u8f6c JSON\uff09<\/li>\n
    • \u6267\u884c\u8f7b\u91cf\u5206\u6790\uff08\u5982\u8ba1\u7b97\u767e\u5206\u4f4d\u6570\uff09<\/li>\n
    • \u89e6\u53d1\u64cd\u4f5c\uff08\u5982\u751f\u6210\u77ed\u94fe\u63a5\uff09<\/li>\n
    • \u53d1\u9001\u901a\u77e5\uff08\u5982\u90ae\u4ef6\u63d0\u9192\uff0c\u5e38\u9700\u5ba1\u6279\uff09<\/li>\n<\/ul>\n

      \u4f55\u65f6\u4f7f\u7528\uff1f<\/h4>\n
        \n
      • \u67e5\u8be2\u7279\u5b9a\u4fe1\u606f\uff08\u201c\u8ba2\u5355ID 4829\u7684\u72b6\u6001\u662f\u4ec0\u4e48\uff1f\u201d\u2192 \u8c03\u7528 get_order(4829)\uff09<\/li>\n
      • \u6570\u636e\u683c\u5f0f\u8f6c\u6362<\/li>\n
      • \u7b80\u5355\u6570\u636e\u5206\u6790<\/li>\n
      • \u81ea\u52a8\u5316\u64cd\u4f5c\uff08\u521b\u5efa\u77ed\u94fe\u3001\u53d1\u901a\u77e5\u7b49\uff09<\/li>\n<\/ul>\n

        \u7f3a\u70b9\u4e0e\u6ce8\u610f\u4e8b\u9879\uff1a<\/h4>\n
          \n
        • \u5982\u679c\u7528\u6237\u610f\u56fe\u6a21\u7cca\uff0c\u6a21\u578b\u53ef\u80fd\u9519\u8bef\u8c03\u7528\u5de5\u5177\u6216\u4f20\u5165\u9519\u8bef\u53c2\u6570 \u2192 \u5efa\u8bae\u4f7f\u7528 schema \u6821\u9a8c\u548c\u53cb\u597d\u9519\u8bef\u63d0\u793a<\/li>\n
        • \u5de5\u5177\u8c03\u7528\u53ef\u80fd\u8d85\u65f6\u6216\u5931\u8d25 \u2192 \u52a0\u5165\u91cd\u8bd5\u673a\u5236\u3001\u8d85\u65f6\u63a7\u5236\u548c\u9519\u8bef\u5904\u7406<\/li>\n
        • \u5de5\u5177\u53ef\u80fd\u5f71\u54cd\u771f\u5b9e\u7cfb\u7edf \u2192 \u5fc5\u987b\u8bbe\u7f6e\u5de5\u5177\u767d\u540d\u5355\uff0c\u5e76\u8bb0\u5f55\u6240\u6709\u8c03\u7528\u65e5\u5fd7<\/li>\n<\/ul>\n

          \u6a21\u5f0f 2\uff1a\u89c4\u5212\uff08Plan-then-Execute\uff09<\/h3>\n

          \u662f\u4ec0\u4e48\uff1f<\/h4>\n

          \u89c4\u5212\u6a21\u5f0f\u8981\u6c42\u667a\u80fd\u4f53\u5148\u5236\u5b9a\u4e00\u4e2a\u6e05\u6670\u7684\u6267\u884c\u8ba1\u5212\uff0c\u518d\u6309\u6b65\u9aa4\u6267\u884c\uff0c\u5e76\u5728\u6bcf\u4e00\u6b65\u540e\u8fdb\u884c\u5feb\u901f\u9a8c\u8bc1<\/strong>\u3002\u82e5\u67d0\u4e00\u6b65\u5931\u8d25\uff0c\u5219\u5c1d\u8bd5\u4fee\u590d\u3001\u91cd\u65b0\u8ba1\u5212\u6216\u8df3\u8fc7\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a ReAct\uff08\u63a8\u7406\u4e0e\u884c\u52a8\u4ea4\u66ff\uff09\u7684\u66f4\u7ed3\u6784\u5316\u7248\u672c\u3002<\/p>\n

          \u5178\u578b\u5e94\u7528\u5305\u62ec\uff1a<\/p>\n

            \n
          • \u6570\u636e\u7ba1\u9053\u4e0e\u62a5\u544a\u751f\u6210\uff08\u201c\u5bfc\u5165 \u2192 \u6e05\u6d17 \u2192 \u5173\u8054 \u2192 \u6821\u9a8c \u2192 \u5bfc\u51fa\u770b\u677f\u201d\uff09<\/li>\n
          • \u7814\u7a76\u7b80\u62a5\uff08\u201c\u627e 5 \u4e2a\u8d44\u6599 \u2192 \u63d0\u53d6\u5173\u952e\u4fe1\u606f \u2192 \u8d77\u8349 \u2192 \u4e8b\u5b9e\u6838\u67e5 \u2192 \u6700\u7ec8\u5b9a\u7a3f\u5e26\u5f15\u7528\u201d\uff09<\/li>\n
          • \u8fd0\u8425\u5468\u62a5\uff08\u201c\u62c9\u53d6\u6307\u6807 \u2192 \u603b\u7ed3\u98ce\u9669 \u2192 \u64b0\u5199\u90ae\u4ef6 \u2192 \u8bed\u6c14\u68c0\u67e5 \u2192 \u53d1\u9001\uff08\u9700\u5ba1\u6279\uff09\u201d\uff09<\/li>\n
          • \u5185\u5bb9\u751f\u4ea7\uff08\u201c\u5217\u5927\u7eb2 \u2192 \u64b0\u5199\u521d\u7a3f \u2192 \u6587\u98ce\u6da6\u8272 \u2192 \u4fee\u8ba2 \u2192 \u53d1\u5e03\u201d\uff09<\/li>\n<\/ul>\n

            \u4f55\u65f6\u4f7f\u7528\uff1f<\/h4>\n

            \u4efb\u52a1\u53ef\u62c6\u89e3\u4e3a\u660e\u786e\u3001\u987a\u5e8f\u6027\u7684\u5b50\u6b65\u9aa4\uff0c\u4e14\u6bcf\u4e00\u6b65\u6709\u6e05\u6670\u8f93\u5165\u8f93\u51fa\u4e0e\u9a8c\u8bc1\u6761\u4ef6\u65f6\u3002<\/p>\n

            \u7f3a\u70b9\u4e0e\u6ce8\u610f\u4e8b\u9879\uff1a<\/h4>\n
              \n
            • \u8fc7\u5ea6\u89c4\u5212\u4f1a\u6d6a\u8d39 Token \u548c\u65f6\u95f4 \u2192 \u5efa\u8bae\u8ba1\u5212\u6b65\u9aa4\u63a7\u5236\u5728 3~8 \u6b65\u4ee5\u5185<\/li>\n
            • \u6b65\u9aa4\u8d8a\u591a\uff0c\u5ef6\u8fdf\u8d8a\u9ad8 \u2192 \u7ed9\u6bcf\u6b65\u8bbe\u7f6e\u65f6\u95f4\u9650\u5236<\/li>\n
            • \u9700\u8bbe\u8ba1\u68c0\u67e5\u70b9\u4e0e\u5e42\u7b49\u6027\uff0c\u786e\u4fdd\u5931\u8d25\u540e\u53ef\u5b89\u5168\u91cd\u8bd5<\/li>\n<\/ul>\n

              \u6a21\u5f0f 3\uff1a\u53cd\u601d\uff08Reflection\uff09<\/h3>\n

              \u662f\u4ec0\u4e48\uff1f<\/h4>\n

              \u53cd\u601d\u6a21\u5f0f\u8ba9 AI \u901a\u8fc7\u81ea\u6211\u68c0\u67e5\u4e0e\u4fee\u6b63\u5faa\u73af<\/strong>\u6765\u63d0\u5347\u8f93\u51fa\u8d28\u91cf\u3002\u5b83\u5148\u751f\u6210\u4e00\u4e2a\u521d\u6b65\u7ed3\u679c\uff0c\u7136\u540e\u7531\u540c\u4e00\u4e2a\u6a21\u578b\uff08\u7b2c\u4e8c\u8f6e\uff09\u6216\u53e6\u4e00\u4e2a\u201c\u8bc4\u5224\u6a21\u578b\u201d\u6765\u68c0\u67e5\u9519\u8bef\u3001\u6a21\u7cca\u4e4b\u5904\u5e76\u7ed9\u51fa\u53cd\u9988\uff0c\u4e4b\u540e\u518d\u4f18\u5316\u7b54\u6848\u3002<\/p>\n

              \u5e38\u89c1\u5e94\u7528\u573a\u666f\uff1a<\/p>\n

                \n
              • \u5ba2\u6237\u90ae\u4ef6\/\u804a\u5929\u56de\u590d\uff08\u786e\u4fdd\u5185\u5bb9\u51c6\u786e\u3001\u793c\u8c8c\u3001\u5408\u89c4\uff0c\u7b5b\u9664\u654f\u611f\u8bcd\uff09<\/li>\n
              • \u4ee3\u7801\u4fee\u6539\uff08\u68c0\u67e5\u7f16\u8bd1\u901a\u8fc7\u6027\u3001\u6d4b\u8bd5\u8986\u76d6\u7387\uff0c\u63a8\u8350\u66f4\u5b89\u5168\u7684\u5199\u6cd5\uff09<\/li>\n
              • \u53d7\u76d1\u7ba1\u5185\u5bb9\uff08\u5982\u91d1\u878d\u3001\u533b\u7597\u6587\u6848\uff0c\u786e\u4fdd\u7528\u8bed\u89c4\u8303\u3001\u6709\u636e\u53ef\u4f9d\uff09<\/li>\n
              • \u6458\u8981\u751f\u6210\uff08\u8981\u6c42\u63d0\u4f9b\u5f15\u7528\u4e0e\u76f8\u5173\u6027\uff0c\u51cf\u5c11\u5e7b\u89c9\u4e0e\u5197\u4f59\u4fe1\u606f\uff09<\/li>\n<\/ul>\n

                \u4f55\u65f6\u4f7f\u7528\uff1f<\/h4>\n

                \u9700\u8981\u9ad8\u51c6\u786e\u6027\u3001\u5b89\u5168\u6027\u6216\u5408\u89c4\u6027\u7684\u8f93\u51fa\u573a\u666f\u3002<\/p>\n

                \u7f3a\u70b9\u4e0e\u6ce8\u610f\u4e8b\u9879\uff1a<\/h4>\n
                  \n
                • \u589e\u52a0\u6210\u672c\u4e0e\u65f6\u95f4 \u2192 \u5efa\u8bae\u6700\u591a\u8fdb\u884c\u4e24\u8f6e\u53cd\u601d<\/li>\n
                • \u6a21\u7cca\u7684\u68c0\u67e5\u6807\u51c6\u4f1a\u5bfc\u81f4\u8fc7\u5ea6\u7f16\u8f91 \u2192 \u8bc4\u5224\u6807\u51c6\u8981\u5177\u4f53\u3001\u53ef\u6267\u884c<\/li>\n
                • \u907f\u514d\u65e0\u9650\u4fee\u6539\u5faa\u73af \u2192 \u8bbe\u7f6e\u660e\u786e\u7684\u7ec8\u6b62\u6761\u4ef6\uff08\u5982\u201c\u6700\u591a 2 \u6b21\uff0c\u6216\u6ca1\u6709\u65b0\u95ee\u9898\u5c31\u505c\u6b62\u201d\uff09<\/li>\n<\/ul>\n

                  \u6a21\u5f0f 4\uff1a\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff08Supervisor \/ Worker\uff09<\/h3>\n

                  \u662f\u4ec0\u4e48\uff1f<\/h4>\n

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                  \u5178\u578b\u573a\u666f\u5305\u62ec\uff1a<\/p>\n

                    \n
                  • \u5e76\u884c\u7814\u7a76\uff08\u201c\u667a\u80fd\u4f53A\u627e\u8d44\u6599\uff0cB\u63d0\u53d6\u6570\u636e\uff0cC\u64b0\u5199\u521d\u7a3f\uff0cSupervisor\u6c47\u603b\u5ba1\u6838\u201d\uff09<\/li>\n
                  • \u590d\u6742\u8fd0\u7ef4\uff08\u5982\u5b89\u5168\u4e8b\u4ef6\u54cd\u5e94\uff1a\u201c\u4e00\u4e2a\u667a\u80fd\u4f53\u67e5\u65e5\u5fd7\uff0c\u4e00\u4e2a\u5206\u6790\u5165\u4fb5\u6307\u6807\uff0c\u4e00\u4e2a\u63d0\u51fa\u5e94\u5bf9\u63aa\u65bd\uff0cSupervisor\u7edf\u4e00\u534f\u8c03\u201d\uff09<\/li>\n
                  • \u6570\u636e\u8d28\u91cf\u6539\u8fdb\uff08\u201c\u667a\u80fd\u4f53A\u4fee\u6570\u636e\u7ed3\u6784\uff0cB\u6807\u8bb0\u5f02\u5e38\uff0cC\u5199\u62a5\u544a\uff0cSupervisor\u8ddf\u8e2a\u6574\u4f53\u8fdb\u5ea6\u201d\uff09<\/li>\n<\/ul>\n

                    \u4f55\u65f6\u4f7f\u7528\uff1f<\/h4>\n

                    \u4efb\u52a1\u590d\u6742\u3001\u9700\u8981\u5206\u5de5\u534f\u4f5c\u3001\u6709\u591a\u4e2a\u5b50\u76ee\u6807\u65f6\u3002<\/p>\n

                    \u7f3a\u70b9\u4e0e\u6ce8\u610f\u4e8b\u9879\uff1a<\/h4>\n
                      \n
                    • \u534f\u8c03\u6210\u672c\u9ad8\uff0c\u667a\u80fd\u4f53\u53ef\u80fd\u91cd\u590d\u52b3\u52a8\u6216\u51b2\u7a81 \u2192 \u4f7f\u7528\u201c\u9501\u673a\u5236\u201d\u6216\u201c\u4efb\u52a1\u8ba4\u9886\u89c4\u5219\u201d\u907f\u514d\u91cd\u590d<\/li>\n
                    • \u8c03\u8bd5\u4e0e\u89c2\u6d4b\u96be\u5ea6\u5927 \u2192 \u589e\u52a0\u4efb\u52a1 ID\u3001\u8f68\u8ff9\u8bb0\u5f55\u4e0e\u5171\u4eab\u72b6\u6001\u677f\uff0c\u4fbf\u4e8e\u8ffd\u8e2a\u8c01\u505a\u4e86\u4ec0\u4e48<\/li>\n
                    • \u6210\u672c\u4e0e\u5ef6\u8fdf\u4f1a\u4e0a\u5347 \u2192 \u5efa\u8bae\u4ece\u5c0f\u89c4\u6a21\u5f00\u59cb\uff08\u6bd4\u5982\u4e00\u4e2a\u6267\u884c\u8005+\u4e00\u4e2a\u5ba1\u67e5\u8005\uff09\uff0c\u6709\u660e\u663e\u6536\u76ca\u540e\u518d\u6269\u5c55<\/li>\n<\/ul>\n

                      \u4e09\u3001\u4ece\u7b80\u5355\u5f00\u59cb\uff0c\u6309\u9700\u8fdb\u5316<\/h2>\n

                      \u867d\u7136 Agentic AI \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u81ea\u4e3b\u80fd\u529b\uff0c\u4f46\u5e76\u975e\u6240\u6709\u573a\u666f\u90fd\u9700\u8981\u590d\u6742\u7684\u667a\u80fd\u4f53\u67b6\u6784<\/strong>\u3002\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e2a\u7b80\u5355\u7684 LLM \u8c03\u7528\u5c31\u80fd\u89e3\u51b3\u95ee\u9898\u3002\u4f46\u5f53\u4f60\u9762\u4e34\u4ee5\u4e0b\u6311\u6218\u65f6\uff0c\u53ef\u4ee5\u8003\u8651\u5f15\u5165\u76f8\u5e94\u7684\u6a21\u5f0f\uff1a<\/p>\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n
                      \u6311\u6218\u7c7b\u578b<\/td>\n\u63a8\u8350\u6a21\u5f0f<\/td>\n<\/tr>\n
                      \u9700\u8981\u83b7\u53d6\u5916\u90e8\u6570\u636e\u6216\u6267\u884c\u64cd\u4f5c<\/td>\n\u5de5\u5177\u4f7f\u7528\uff08Tool Use\uff09<\/td>\n<\/tr>\n
                      \u4efb\u52a1\u6b65\u9aa4\u591a\u3001\u4f9d\u8d56\u6027\u5f3a<\/td>\n\u89c4\u5212\uff08Plan-then-Execute\uff09<\/td>\n<\/tr>\n
                      \u8f93\u51fa\u8d28\u91cf\u8981\u6c42\u9ad8\u3001\u9700\u5408\u89c4\u5b89\u5168<\/td>\n\u53cd\u601d\uff08Reflection\uff09<\/td>\n<\/tr>\n
                      \u4efb\u52a1\u590d\u6742\u3001\u53ef\u5206\u5de5<\/td>\n\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff08Supervisor \/ Worker\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                      \u8bb0\u4f4f\u8fd9\u4e2a\u539f\u5219\uff1a\u5148\u8dd1\u8d77\u6765\uff0c\u518d\u4f18\u5316\uff1b\u5148\u7b80\u5355\uff0c\u518d\u667a\u80fd\u3002<\/strong><\/p>\n

                      \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

                      <\/div>\n

                      <\/g><\/svg><\/i> \"Loading\"<\/p>\n

                      <\/div>\n","protected":false},"excerpt":{"rendered":"

                      \u672c\u6587\u5c06\u5e26\u4f60\u4e86\u89e3\u5b9e\u8df5\u4e2d\u771f\u6b63\u6709\u6548\u3001\u88ab\u8d85\u8fc7 90% \u7684\u751f\u4ea7\u7ea7\u7cfb\u7edf\u6240\u91c7\u7528\u7684\u6838\u5fc3 Agentic AI \u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5305\u62ec\u5b83 […]<\/p>\n

                      <\/div>\n

                      <\/g><\/svg><\/i> \"Loading\"<\/p>\n

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