{"id":1218,"date":"2025-06-19T10:32:04","date_gmt":"2025-06-19T02:32:04","guid":{"rendered":"https:\/\/lingbo.online\/?p=1218"},"modified":"2025-06-19T10:33:32","modified_gmt":"2025-06-19T02:33:32","slug":"agent_direct","status":"publish","type":"post","link":"https:\/\/lingbo.online\/index.php\/algorithm_learning\/llms\/agent_direct\/","title":{"rendered":"\u8bfb\u4e66\u7b14\u8bb0\u2014\u2014\u667a\u80fd\u4f53Agent\u4e0e\u5de5\u4f5c\u6d41\u6784\u5efa\u5b9e\u6218\u6307\u5357\uff1a\u4ece\u9009\u578b\u51b3\u7b56\u5230\u9ad8\u6548\u5b9e\u65bd"},"content":{"rendered":"

\u539f\u6587\u94fe\u63a5<\/h3>\n

https:\/\/zhuanlan.zhihu.com\/p\/1899127131549733019<\/a><\/p>\n

\u6982\u8ff0<\/h3>\n

\u4ec0\u4e48\u662fAgent<\/h4>\n

\u201cAgent\u201d\u7684\u5b9a\u4e49\u65b9\u5f0f\u5e76\u4e0d\u7edf\u4e00\uff0c\u6709\u7684\u4eba\u5c06\u5176\u89c6\u4e3a\u5b8c\u5168\u81ea\u4e3b\u7cfb\u7edf\uff0c\u80fd\u5728\u8f83\u957f\u65f6\u95f4\u5185\u72ec\u7acb\u8fd0\u884c\uff0c\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002\u4e5f\u6709\u4eba\u8ba4\u4e3aAgent\u662f\u66f4\u52a0\u56fa\u5b9a\u3001\u9884\u5b9a\u4e49\u7684\u5de5\u4f5c\u6d41\u3002Anthropic\u5c06\u8fd9\u4e9b\u90fd\u5f52\u4e3a\u7c7bAgent\u7cfb\u7edf\uff0c\u5e76\u5bf9\u667a\u80fd\u4f53\u548c\u5de5\u4f5c\u6d41\u7684\u6982\u5ff5\u505a\u4e86\u91cd\u8981\u533a\u5206\u3002<\/p>\n

Workflow v.s Agent<\/h4>\n\n\n\n\n\n\n\n\n
<\/th>\nWorkflow<\/th>\nAgent<\/th>\n<\/tr>\n<\/thead>\n
\u5b9a\u4e49<\/td>\n\u901a\u8fc7\u9884\u5b9a\u4e49\u6d41\u7a0b\u7f16\u6392LLM\u548c\u5de5\u5177\u7684\u7cfb\u7edf<\/td>\nLLM\u52a8\u6001\u51b3\u5b9a\u81ea\u5df1\u7684\u5904\u7406\u8fc7\u7a0b\u548c\u5de5\u5177\u4f7f\u7528\u7684\u7cfb\u7edf<\/td>\n<\/tr>\n
\u9002\u7528\u8303\u56f4<\/td>\n\u53ef\u9884\u6d4b\u548c\u5b9a\u4e49\u89e3\u51b3\u6b65\u9aa4\u7684\u95ee\u9898<\/td>\n\u65e0\u6cd5\u9884\u5148\u5b9a\u4e49\u89e3\u51b3\u6b65\u9aa4\u7684\u95ee\u9898<\/td>\n<\/tr>\n
\u4f18\u52bf<\/td>\n\u7a33\u5b9a\u3001\u51c6\u786e\u3001\u53ef\u9884\u6d4b<\/td>\n\u89e3\u51b3\u6ca1\u6709\u56fa\u5b9a\u6d41\u7a0b\u7684\u5f00\u653e\u6027\u95ee\u9898<\/td>\n<\/tr>\n
\u52a3\u52bf<\/td>\n\u4e3a\u51c6\u786e\u6027\u727a\u7272\u4e86\u89e3\u51b3\u95ee\u9898\u7684\u5ef6\u8fdf<\/td>\n\u6210\u672c\u9ad8\u3001\u95ee\u9898\u89e3\u51b3\u6210\u529f\u7387\u6709\u63d0\u5347\u7a7a\u95f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7c7bAgent\u7cfb\u7edf\u8bbe\u8ba1\u6a21\u5f0f<\/h3>\n

\u589e\u5f3a\u578bLLM\u6a21\u5f0f<\/h4>\n

\u7c7bAgent\u7cfb\u7edf\u6700\u57fa\u7840\u7684\u6a21\u5757\u662f\u5bf9LLM\u7684\u80fd\u529b\u8fdb\u884c\u589e\u5f3a\uff0c\u5373\u901a\u8fc7\u68c0\u7d22\u3001\u5de5\u5177\u8c03\u7528\u8bb0\u5fc6\u7b49\u6a21\u5757\u88c5\u5907LLM\u3002Anthropic\u5f53\u524d\u6a21\u578b\u80fd\u591f\u4e3b\u52a8\u8c03\u7528\u8fd9\u4e9b\u529f\u80fd\u2014\u2014\u751f\u6210\u641c\u7d22\u67e5\u8be2\u3001\u9009\u62e9\u5408\u9002\u5de5\u5177\u4ee5\u53ca\u786e\u5b9a\u9700\u8981\u8bb0\u5fc6\u7684\u4fe1\u606f\u3002
\n\"\"<\/p>\n

\u5de5\u4f5c\u6d41\u6a21\u5f0f<\/h4>\n

\u63d0\u793a\u94fe<\/h5>\n

\u63d0\u793a\u94fe\u6a21\u5f0f\u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u4e00\u7cfb\u5217\u6709\u5e8f\u7684\u6b65\u9aa4\uff0c\u6bcf\u4e2aLLM\u53ef\u4ee5\u8c03\u7528\u548c\u5904\u7406\u524d\u4e00\u4e2a\u8c03\u7528\u7684\u8f93\u51fa\u3002\u5728\u8be5\u6a21\u5f0f\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728\u4e2d\u95f4\u4efb\u4f55\u6b65\u9aa4\u4e2d\u6dfb\u52a0\u7a0b\u5e8f\u68c0\u67e5\uff08\u95e8\u63a7\u5355\u5143\uff09\u6765\u4fdd\u8bc1\u76f8\u5173\u6d41\u7a0b\u4e00\u76f4\u5904\u5728\u6b63\u786e\u7684\u8f68\u9053\u4e0a\u3002
\n\"\"
\n\u8be5\u6a21\u5f0f\u901a\u5e38\u9002\u7528\u4e8e\uff1a<\/p>\n

    \n
  • \u4efb\u52a1\u53ef\u4ee5\u88ab\u6e05\u6670\u7684\u5206\u89e3\u4e3a\u56fa\u5b9a\u5b50\u4efb\u52a1\u65f6<\/li>\n
  • \u4efb\u52a1\u5141\u8bb8\u901a\u8fc7\u727a\u7272\u65f6\u5ef6\u6765\u63d0\u9ad8\u51c6\u786e\u5ea6\uff0c\u4f7f\u5f97\u6bcf\u4e2aLLM\u8c03\u7528\u5904\u7406\u66f4\u7b80\u5355\u7684\u5b50\u4efb\u52a1<\/li>\n<\/ul>\n

    \u8be5\u6a21\u5f0f\u7684\u5e38\u89c1\u5e94\u7528\u5305\u62ec\uff1a<\/p>\n

      \n
    • \u751f\u6210\u8425\u9500\u6587\u6848\uff0c\u5e76\u5c06\u5176\u7ffb\u8bd1\u4e3a\u4e0d\u540c\u79cd\u7c7b\u7684\u8bed\u8a00\u3002<\/li>\n
    • \u7f16\u5199\u6587\u6863\u5927\u7eb2\uff0c\u68c0\u67e5\u5927\u7eb2\u662f\u5426\u7b26\u5408\u7279\u5b9a\u6807\u51c6\uff0c\u7136\u540e\u57fa\u4e8e\u5927\u7eb2\u64b0\u5199\u6587\u6863\u3002<\/li>\n<\/ul>\n
      \u8def\u7531<\/h5>\n

      \u8def\u7531\u7c7b\u5de5\u4f5c\u6d41\u5bf9\u8f93\u5165\u6761\u4ef6\u8fdb\u884c\u5206\u7c7b\uff0c\u4e4b\u540e\u5c06\u5176\u5f15\u5bfc\u81f3\u540e\u7eed\u4efb\u52a1\u4e2d\u3002\u8fd9\u79cd\u5de5\u4f5c\u6d41\u5b9e\u73b0\u5173\u6ce8\u70b9\u5206\u7c7b\uff0c\u5e76\u4e14\u80fd\u591f\u6784\u4ef6\u66f4\u52a0\u4e13\u95e8\u5316\u7684\u63d0\u793a\u3002\u4e0d\u4f7f\u7528\u8def\u7531\u65f6\uff0c\u4e3a\u67d0\u4e00\u7c7b\u8f93\u5165\u4f18\u5316\u53ef\u80fd\u964d\u4f4e\u5176\u4ed6\u7c7b\u578b\u8f93\u5165\u7684\u5904\u7406\u6548\u679c\u3002
      \n\"\"<\/p>\n

      \u9002\u7528\u573a\u666f<\/p>\n

        \n
      • \u590d\u6742\u4efb\u52a1\u53ef\u4ee5\u62c6\u89e3\u4e3a\u4e0d\u540c\u7c7b\u522b\uff0c\u4e14\u9700\u8981\u9488\u5bf9\u6bcf\u4e00\u7c7b\u522b\u8fdb\u884c\u5355\u72ec\u5904\u7406<\/li>\n
      • \u5206\u7c7b\u8def\u7531\u53ef\u4ee5\u7531LLM\u6216\u8005\u4f20\u7edf\u5206\u7c7b\u6a21\u578b\/\u7b97\u6cd5\u51c6\u786e\u5b8c\u6210<\/li>\n<\/ul>\n

        \u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n

          \n
        • \u5f15\u5bfc\u4e0d\u540c\u7c7b\u578b\u7684\u5ba2\u6237\u670d\u52a1\u67e5\u8be2\uff08\u54a8\u8be2\u7c7b\u95ee\u9898\u3001\u9000\u6b3e\u7c7b\u95ee\u9898\u3001\u6280\u672f\u652f\u6301\u7c7b\u95ee\u9898\u7b49\uff09\u8fdb\u5165\u4e0d\u540c\u7684\u4e0b\u6e38\u5904\u7406\u6d41\u7a0b\u3001\u63d0\u793a\u548c\u5de5\u5177\u3002<\/li>\n
        • \u5c06\u7b80\u5355\/\u5e38\u89c1\u95ee\u9898\u8def\u7531\u5230\u8f83\u5c0f\u6a21\u578b\u89e3\u51b3\uff0c\u5c06\u56f0\u96be\/\u4e0d\u5e38\u89c1\u7684\u95ee\u9898\u8def\u7531\u5230\u80fd\u529b\u66f4\u5f3a\u5927\u7684\u6a21\u578b\u89e3\u51b3\uff0c\u4ece\u800c\u4f18\u5316\u6210\u672c\u53ca\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n<\/ul>\n
          \u5e76\u884c\u5316<\/h5>\n

          \u987e\u540d\u601d\u4e49\uff0c\u5e76\u884c\u5316\u5de5\u4f5c\u6d41\u8ba9LLM\u540c\u65f6\u5904\u7406\u591a\u4e2a\u4efb\u52a1\uff0c\u5e76\u901a\u8fc7\u7a0b\u5e8f\u5316\u7684\u65b9\u5f0f\u805a\u5408\u4efb\u52a1\u8f93\u51fa\u3002\u5e76\u884c\u5316\u5de5\u4f5c\u6d41\u5206\u4e3a\u4e24\u79cd\u5173\u952e\u5f62\u5f0f\uff1a<\/p>\n

            \n
          • \u4efb\u52a1\u62c6\u5206\uff08Sectioning\uff09\uff1a\u5c06\u4efb\u52a1\u62c6\u5206\u4e3a\u72ec\u7acb\u7684\u5b50\u4efb\u52a1\u5e76\u884c\u8fd0\u884c<\/li>\n
          • \u6295\u7968\uff08Voting\uff09:\u591a\u6b21\u8fd0\u884c\u76f8\u540c\u4efb\u52a1\uff0c\u4ece\u800c\u83b7\u5f97\u4e0d\u540c\u7684\u8fd0\u884c\u7ed3\u679c
            \n\"\"<\/li>\n<\/ul>\n

            \u9002\u7528\u573a\u666f\uff1a<\/p>\n

              \n
            • \u5f53\u62c6\u5206\u6210\u5b50\u4efb\u52a1\u540e\uff0c\u5b50\u4efb\u52a1\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u6765\u63d0\u9ad8\u901f\u5ea6\u65f6<\/li>\n
            • \u9700\u8981\u591a\u6b21\u5c1d\u8bd5\u6216\u4ece\u4e0d\u540c\u7684\u89c6\u89d2\u8fdb\u884c\u5206\u6790\uff0c\u4ece\u800c\u83b7\u5f97\u7f6e\u4fe1\u5ea6\u66f4\u9ad8\u7684\u7ed3\u679c\u65f6<\/li>\n
            • \u6267\u884c\u590d\u6742\u4efb\u52a1\u9700\u8981\u8003\u8651\u591a\u79cd\u56e0\u7d20\u65f6\uff0c\u7531\u72ec\u7acbLLM\u8c03\u7528\u5206\u522b\u5904\u7406\u5404\u56e0\u7d20\u6548\u679c\u66f4\u4f73\u3002<\/li>\n<\/ul>\n
              \u7f16\u6392\u8005-\u5de5\u4f5c\u8005<\/h5>\n

              \u5728\u7f16\u6392\u8005-\u5de5\u4f5c\u8005\u7684\u5de5\u4f5c\u6d41\u6a21\u5f0f\u4e2d\uff0c\u7f16\u6392\u8005\uff08LLM\uff09\u8fdb\u884c\u52a8\u6001\u7684\u4efb\u52a1\u5206\u89e3\uff0c\u5c06\u5176\u59d4\u6d3e\u7ed9\u5de5\u4f5c\u8005LLM\uff0c\u5e76\u7efc\u5408\u5176\u7ed3\u679c\u3002
              \n\"\"<\/p>\n

              \u9002\u7528\u573a\u666f\uff1a<\/p>\n

                \n
              • \u9002\u5408\u65e0\u6cd5\u9884\u6d4b\u6240\u9700\u5b50\u4efb\u52a1\u7684\u590d\u6742\u4efb\u52a1\u3002<\/li>\n
              • \u4e0e\u5e76\u884c\u5316\u7684\u5173\u952e\u533a\u522b\u5728\u4e8e\u5176\u5177\u5907\u66f4\u9ad8\u7684\u7075\u6d3b\u6027\u3002\u5728\u7f16\u6392-\u5de5\u4f5c\u6a21\u5f0f\u4e2d\uff0c\u5b50\u4efb\u52a1\u4e0d\u662f\u9884\u5b9a\u4e49\u7684\uff0c\u800c\u662f\u7531\u7f16\u6392\u8005\u6839\u636e\u4efb\u52a1\u8f93\u5165\u52a8\u6001\u786e\u5b9a\u7684\u3002<\/li>\n<\/ul>\n

                \u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n

                  \n
                • \u9700\u8981\u5bf9\u591a\u4e2a\u4ee3\u7801\u6587\u4ef6\u8fdb\u884c\u7f16\u8f91\u7684\u7f16\u7801\u9879\u76ee<\/li>\n
                • \u6d89\u53ca\u4ece\u591a\u4e2a\u6765\u6e90\u6536\u96c6\u548c\u5206\u6790\u4fe1\u606f\u7684\u641c\u7d22\u7c7b\u4efb\u52a1<\/li>\n<\/ul>\n
                  \u8bc4\u4f30-\u4f18\u5316<\/h5>\n

                  \u5728\u8bc4\u4f30-\u4f18\u5316\u6a21\u5f0f\u4e2d\uff0c\u4e00\u4e2aLL\u8c03\u7528\u751f\u6210\u54cd\u5e94\uff0c\u800c\u53e6\u4e00\u4e2a\u5728\u5faa\u73af\u4e2d\u63d0\u4f9b\u8bc4\u4f30\u548c\u53cd\u9988\u3002
                  \n\"\"<\/p>\n

                  \u9002\u7528\u573a\u666f\uff1a<\/p>\n

                    \n
                  • \u6709\u660e\u786e\u7684\u8bc4\u4f30\u6807\u51c6\uff0c\u4e14\u8fed\u4ee3\u4f18\u5316\u80fd\u591f\u63d0\u4f9b\u53ef\u91cf\u5316\u4ef7\u503c\u7684\u573a\u666f\uff0c\u4f8b\u5982\uff1a\u4eba\u7c7b\u53cd\u9988\u80fd\u660e\u663e\u6539\u8fdbLLM\u7684\u54cd\u5e94\u8d28\u91cf\uff1bLLM\u672c\u8eab\u80fd\u591f\u63d0\u4f9b\u7c7b\u4f3c\u4eba\u7c7b\u7684\u6709\u6548\u53cd\u9988\u3002<\/li>\n<\/ul>\n

                    \u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n

                      \n
                    • \u6587\u5b66\u7ffb\u8bd1\uff1a\u521d\u8bd1\uff08\u751f\u6210\uff09->\u8bc4\u4f30\u7ec6\u5fae\u5dee\u522b->\u6839\u636e\u53cd\u9988\u4f18\u5316->\u5faa\u73af\u76f4\u81f3\u8fbe\u6807<\/li>\n
                    • \u590d\u6742\u4fe1\u606f\u641c\u7d22\uff1a\u521d\u6b65\u641c\u7d22\uff08\u751f\u6210\uff09->\u8bc4\u4f30\u5b8c\u6574\u6027->\u6307\u51fa\u4fe1\u606f\u7f3a\u53e3->\u8865\u5145\u641c\u7d22->\u5faa\u73af\u81f3\u5b8c\u6574<\/li>\n<\/ul>\n

                      \u5b8c\u6574Agent\u6a21\u5f0f<\/h4>\n

                      Agent\u8bbe\u8ba1\u8981\u70b9<\/h5>\n

                      \u968f\u7740\u5927\u6a21\u578b\u5728\u7406\u89e3\u590d\u6742\u8f93\u5165\u3001\u89c4\u5212\u63a8\u7406\u3001\u5de5\u5177\u4f7f\u7528\u4ee5\u53ca\u9519\u8bef\u6062\u590d\u7b49\u6838\u5fc3\u80fd\u529b\u7684\u6210\u719f\uff0c\u667a\u80fd\u4f53\u5f00\u59cb\u9010\u6e10\u88ab\u5e94\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002\u5178\u578b\u7684\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b\u4e3a\uff1a<\/p>\n

                        \n
                      • \u542f\u52a8\u9636\u6bb5\uff1a\u63a5\u6536\u7528\u6237\u547d\u4ee4\u6216\u901a\u8fc7\u4ea4\u4e92\u786e\u5b9a\u4efb\u52a1<\/li>\n
                      • \u89c4\u5212\u9636\u6bb5\uff1a\u4efb\u52a1\u660e\u786e\u540e\u72ec\u7acb\u89c4\u5212\u64cd\u4f5c\uff0c\u5fc5\u8981\u65f6\u5411\u4eba\u7c7b\u8fdb\u884c\u53cd\u95ee\uff0c\u83b7\u53d6\u66f4\u591a\u4fe1\u606f<\/li>\n
                      • \u73af\u5883\u611f\u77e5\uff1a\u6bcf\u6b65\u9aa4\u4ece\u73af\u5883\u4e2d\u83b7\u53d6\u201c\u57fa\u7840\u4e8b\u5b9e\u201d\uff0c\u4f8b\u5982\u5de5\u5177\u8c03\u7528\u7ed3\u679c\u6216\u4ee3\u7801\u6267\u884c\u7ed3\u679c\u3002\u4ece\u800c\u8bc4\u4f30\u4efb\u52a1\u8fdb\u5c55<\/li>\n
                      • \u53cd\u9988\u5faa\u73af\uff1a\u5728\u68c0\u67e5\u70b9\u6216\u4efb\u52a1\u6267\u884c\u9047\u5230\u969c\u788d\u65f6\uff0c\u6682\u505c\u6267\u884c\u6d41\u7a0b\uff0c\u7b49\u5f85\u4eba\u7c7b\u53cd\u9988<\/li>\n
                      • \u4efb\u52a1\u7ec8\u6b62\uff1a\u901a\u5e38\u5728\u5b8c\u6210\u65f6\u7ec8\u6b62\uff0c\u5305\u542b\u505c\u6b62\u6761\u4ef6\uff08\u5982\u6700\u5927\u8fed\u4ee3\u6b21\u6570\uff09\u4ee5\u4fdd\u6301\u63a7\u5236<\/li>\n<\/ul>\n

                        \u667a\u80fd\u4f53\u53ef\u4ee5\u5904\u7406\u590d\u6742\u4efb\u52a1\uff0c\u4f46\u5176\u5b9e\u73b0\u901a\u5e38\u5f88\u76f4\u63a5\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u5faa\u73af\u4e2d\u57fa\u4e8e\u73af\u5883\u53cd\u9988\u4f7f\u7528\u5de5\u5177\u7684LLMS\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u5145\u5206\u53d1\u6325\u667a\u80fd\u4f53\u7684\u6548\u679c\uff0c\u9700\u8981\u6784\u5efa\u6e05\u6670\u4e14\u5408\u7406\u7684\u5de5\u5177\u96c6\u4ee5\u53ca\u5bf9\u5de5\u5177\u96c6\u7684\u8bf4\u660e\u6587\u6863\u3002\u5de5\u5177\u96c6\u548c\u8bf4\u660e\u6587\u6863\u7684\u8d28\u91cf\u5c06\u76f4\u63a5\u5f71\u54cd\u667a\u80fd\u4f53\u7684\u6210\u529f\u7387\u548c\u901f\u5ea6\uff0c\u4f53\u73b0\u5728\uff1a<\/p>\n

                          \n
                        • Agent\u9009\u62e9\u5408\u9002\u5de5\u5177\u53ca\u8c03\u7528\u987a\u5e8f\u7684\u80fd\u529b<\/li>\n
                        • Agent\u6b63\u786e\u586b\u5199\u5de5\u5177\u53c2\u6570\u7684\u80fd\u529b<\/li>\n
                        • Agent\u6709\u6548\u5229\u7528\u5de5\u5177\u7ed3\u679c\u7684\u80fd\u529b<\/li>\n<\/ul>\n

                          \"\"<\/p>\n

                          Agent\u9002\u7528\u4e8e\u89e3\u51b3\u5f00\u653e\u6027\u95ee\u9898\uff0c\u4f8b\u5982\uff1a1\uff09\u96be\u4ee5\u6216\u8005\u4e0d\u53ef\u80fd\u9884\u6d4b\u6240\u9700\u6b65\u9aa4\u6570\u91cf\uff1b2\uff09\u65e0\u6cd5\u786c\u7f16\u7801\u56fa\u5b9a\u89e3\u51b3\u8def\u5f84\u3002\u5728\u8fd9\u7c7b\u573a\u666f\u4e2d\uff0cllm\u9700\u8981\u8fdb\u884c\u591a\u8f6e\u5faa\u73af\uff0c\u9009\u62e9\u5bf9\u5e94\u7684\u64cd\u4f5c\u3002\u4eba\u7c7b\u9700\u8981\u5bf9\u5176\u51b3\u7b56\u8fc7\u7a0b\u4fdd\u6301\u4e00\u5b9a\u4fe1\u4efb\u5ea6\u3002
                          \n\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cAgent\u81ea\u4e3b\u51b3\u7b56\u610f\u5473\u7740\uff1a1\uff09\u53ef\u80fd\u4ea7\u751f\u66f4\u9ad8\u6210\u672c\uff1b2\uff09\u5b58\u5728\u9519\u8bef\u7d2f\u79ef\u7684\u6f5c\u5728\u98ce\u9669\u3002
                          \n\u5efa\u8bae\u7528\u6237\u5728\u5b9e\u9645\u90e8\u7f72\u524d\u4e8e\u6c99\u76d2\u73af\u5883\u4e2d\u8fdb\u884c\u4e25\u683c\u6d4b\u8bd5\uff0c\u5e76\u8bbe\u7f6e\u9002\u5f53\u7684\u9632\u62a4\u63aa\u65bd\u4ee5\u5e94\u5bf9\u53ef\u80fd\u51fa\u73b0\u7684\u5e7b\u89c9\u95ee\u9898\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                          \u539f\u6587\u94fe\u63a5 https:\/\/zhuanlan.zhihu.com\/p\/1899127131549733019 \u6982\u8ff0 \u4ec0\u4e48\u662fAgent …<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"emotion":"","emotion_color":"","title_style":"","license":"","footnotes":""},"categories":[45],"tags":[58,59],"class_list":["post-1218","post","type-post","status-publish","format-standard","hentry","category-llms","tag-agent","tag-59"],"_links":{"self":[{"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/posts\/1218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/comments?post=1218"}],"version-history":[{"count":6,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/posts\/1218\/revisions"}],"predecessor-version":[{"id":1231,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/posts\/1218\/revisions\/1231"}],"wp:attachment":[{"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/media?parent=1218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/categories?post=1218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lingbo.online\/index.php\/wp-json\/wp\/v2\/tags?post=1218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}