{"id":122881,"date":"2026-11-05T23:16:50","date_gmt":"2026-11-05T15:16:50","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/122881.html"},"modified":"2026-11-05T23:16:50","modified_gmt":"2026-11-05T15:16:50","slug":"%e3%80%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e3%80%91%e5%a4%9a-agent-%e5%8d%8f%e5%90%8c%ef%bc%9a%e6%9e%b6%e6%9e%84%e6%a8%a1%e5%bc%8f%e3%80%81%e9%80%9a%e4%bf%a1%e5%8d%8f%e8%ae%ae%e4%b8%8e%e5%b7%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/122881.html","title":{"rendered":"\u3010\u4eba\u5de5\u667a\u80fd\u3011\u591a Agent \u534f\u540c\uff1a\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5"},"content":{"rendered":"<h2>\u3010\u4eba\u5de5\u667a\u80fd\u3011\u591a Agent \u534f\u540c&#xff1a;\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5<\/h2>\n<\/p>\n<h4>\u591a Agent \u534f\u540c&#xff1a;\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5<\/h4>\n<ul>\n<li>\u3010\u4eba\u5de5\u667a\u80fd\u3011\u591a Agent \u534f\u540c&#xff1a;\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5<\/li>\n<li>\n<ul>\n<li>1. \u4ec0\u4e48\u662f\u591a Agent \u534f\u540c<\/li>\n<li>2. \u591a Agent \u7684\u597d\u5904<\/li>\n<li>\n<ul>\n<li>2.1 \u72ec\u7acb\u63a8\u7406<\/li>\n<li>2.2 \u52a8\u6001\u534f\u4f5c<\/li>\n<li>2.3 \u4e0a\u4e0b\u6587\u805a\u7126<\/li>\n<\/ul>\n<\/li>\n<li>3. \u534f\u540c\u673a\u5236\u7684\u57fa\u7840\u8bbe\u8ba1<\/li>\n<li>4. \u4e94\u79cd\u4e3b\u6d41\u534f\u4f5c\u6a21\u5f0f<\/li>\n<li>\n<ul>\n<li>4.1 \u4e3b\u7ba1\u6a21\u5f0f&#xff08;Supervisor&#xff09;<\/li>\n<li>4.2 \u5c42\u7ea7\u6a21\u5f0f&#xff08;Hierarchical&#xff09;<\/li>\n<li>4.3 \u8702\u7fa4\u6a21\u5f0f&#xff08;Swarm&#xff09;<\/li>\n<li>4.4 \u987a\u5e8f\u94fe\u6a21\u5f0f&#xff08;Sequential Chain&#xff09;<\/li>\n<li>4.5 \u7f51\u7edc\u6a21\u5f0f&#xff08;Network&#xff09;<\/li>\n<li>4.6 \u6a2a\u5411\u5bf9\u6bd4<\/li>\n<\/ul>\n<\/li>\n<li>5. \u751f\u4ea7\u7ea7\u7cfb\u7edf\u7684\u5fc5\u5907\u673a\u5236<\/li>\n<li>6. \u4e24\u5927\u901a\u4fe1\u534f\u8bae<\/li>\n<li>7. \u5b89\u5168\u5a01\u80c1\u4e0e\u9632\u62a4<\/li>\n<li>\n<ul>\n<li>7.1 \u4e94\u5927\u5b89\u5168\u5a01\u80c1<\/li>\n<li>7.2 \u5b89\u5168\u9632\u62a4\u4e09\u539f\u5219<\/li>\n<\/ul>\n<\/li>\n<li>8. \u6210\u672c\u6743\u8861<\/li>\n<li>9. \u4e09\u5927\u5de5\u7a0b\u6311\u6218<\/li>\n<li>10. \u4f55\u65f6\u4f7f\u7528\u591a Agent<\/li>\n<li>11. \u6027\u80fd\u57fa\u51c6<\/li>\n<li>12. \u603b\u7ed3<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u6458\u8981&#xff1a;\u672c\u6587\u7cfb\u7edf\u68b3\u7406\u591a Agent \u534f\u540c\u7684\u6838\u5fc3\u6982\u5ff5\u4e0e\u5de5\u7a0b\u843d\u5730\u8981\u70b9\u3002\u9996\u5148\u8bf4\u660e\u591a Agent \u534f\u540c\u7684\u672c\u8d28\u2014\u2014\u6bcf\u4e2a Agent \u62e5\u6709\u72ec\u7acb\u7684 LLM \u63a8\u7406\u4e0a\u4e0b\u6587\u4e0e\u51b3\u7b56\u81ea\u4e3b\u6743&#xff0c;\u5e76\u7ed9\u51fa\u89c4\u5212\u3001\u5f00\u53d1\u3001\u9a8c\u6536\u7b49\u5178\u578b\u89d2\u8272\u5212\u5206&#xff1b;\u968f\u540e\u4ece\u72ec\u7acb\u63a8\u7406\u3001\u52a8\u6001\u534f\u4f5c\u3001\u4e0a\u4e0b\u6587\u805a\u7126\u4e09\u65b9\u9762\u9610\u8ff0\u5176\u4f18\u52bf&#xff0c;\u5e76\u4ecb\u7ecd\u4ee5\u6ce8\u518c ID\u3001\u5de5\u4f5c\u65e5\u5fd7\u4e0e\u72ec\u7acb workspace \u4e3a\u57fa\u7840\u7684\u534f\u540c\u673a\u5236\u8bbe\u8ba1\u3002\u6587\u7ae0\u91cd\u70b9\u5bf9\u6bd4\u4e3b\u7ba1\u3001\u5c42\u7ea7\u3001\u8702\u7fa4\u3001\u987a\u5e8f\u94fe\u3001\u7f51\u7edc\u4e94\u79cd\u4e3b\u6d41\u534f\u4f5c\u6a21\u5f0f\u53ca\u5176\u53d6\u820d&#xff0c;\u5e76\u8865\u5145\u751f\u4ea7\u7ea7\u7cfb\u7edf\u5fc5\u5907\u7684\u91cd\u8bd5\u4e0a\u9650\u4e0e\u4eba\u5de5\u5ba1\u6279\u65ad\u70b9\u3001A2A \u4e0e MCP \u4e24\u5927\u901a\u4fe1\u534f\u8bae\u3001\u4e94\u5927\u5b89\u5168\u5a01\u80c1\u4e0e\u9632\u62a4\u4e09\u539f\u5219&#xff0c;\u4ee5\u53ca\u6210\u672c\u6743\u8861\u3001\u5de5\u7a0b\u6311\u6218\u3001\u9002\u7528\u573a\u666f\u4e0e\u6027\u80fd\u57fa\u51c6&#xff0c;\u5e2e\u52a9\u8bfb\u8005\u5224\u65ad\u4f55\u65f6\u8be5\u4e0a\u591a Agent\u3001\u5982\u4f55\u9009\u578b\u4e0e\u907f\u5751\u3002<\/p>\n<h3>1. \u4ec0\u4e48\u662f\u591a Agent \u534f\u540c<\/h3>\n<p>\u591a Agent \u534f\u540c&#xff0c;\u662f\u6307\u8ba9\u591a\u4e2a\u5404\u81ea\u5177\u5907\u72ec\u7acb\u63a8\u7406\u80fd\u529b\u7684 Agent \u5206\u5de5\u534f\u4f5c&#xff0c;\u5171\u540c\u5b8c\u6210\u4e00\u9879\u590d\u6742\u4efb\u52a1\u3002\u4e0e\u4f20\u7edf\u7684\u51fd\u6570\u5206\u5de5\u4e0d\u540c&#xff0c;\u591a Agent \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e&#xff1a;\u6bcf\u4e2a Agent \u90fd\u62e5\u6709\u72ec\u7acb\u7684 LLM \u63a8\u7406\u4e0a\u4e0b\u6587\u4e0e\u51b3\u7b56\u81ea\u4e3b\u6743&#xff0c;\u8fd9\u6b63\u662f\u5b83\u533a\u522b\u4e8e\u666e\u901a\u51fd\u6570\u5206\u5de5\u7684\u6839\u672c\u6240\u5728\u3002 \u4e00\u4e2a\u5178\u578b\u7684\u591a Agent \u7cfb\u7edf\u901a\u5e38\u5305\u542b\u4ee5\u4e0b\u89d2\u8272&#xff1a;<\/p>\n<ul>\n<li>\u89c4\u5212 Agent&#xff1a;\u8d1f\u8d23\u786e\u5b9a\u76ee\u6807\u3001\u5236\u5b9a\u6807\u51c6\u3002<\/li>\n<li>\u5f00\u53d1 Agent&#xff1a;\u8d1f\u8d23\u843d\u5730\u5b9e\u73b0\u3001\u4ea4\u4ed8\u7ed3\u679c\u3002<\/li>\n<li>\u9a8c\u6536 Agent&#xff1a;\u4f9d\u636e\u7ba1\u7406 Agent \u8f93\u51fa\u7684\u6587\u6863\u6267\u884c\u6d4b\u8bd5\u3002\u6bcf\u4e2a Agent \u90fd\u9700\u8981\u5b9a\u597d\u804c\u8d23\u548c\u5de5\u4f5c\u8fb9\u754c\u3002<\/li>\n<\/ul>\n<h3>2. \u591a Agent \u7684\u597d\u5904<\/h3>\n<h4>2.1 \u72ec\u7acb\u63a8\u7406<\/h4>\n<p>\u6bcf\u4e2a Agent \u90fd\u80fd\u72ec\u7acb\u5b8c\u6210\u63a8\u7406\u4e0e\u51b3\u7b56&#xff0c;\u4e3b\u63a7\u51fd\u6570\u65e0\u9700\u518d\u50cf\u64cd\u5fc3\u7684\u5bb6\u957f\u4e00\u6837&#xff0c;\u63d0\u524d\u628a\u6240\u6709\u5206\u652f\u90fd\u5199\u6b7b\u3002<\/p>\n<h4>2.2 \u52a8\u6001\u534f\u4f5c<\/h4>\n<p>Agent \u4e4b\u95f4\u53ef\u4ee5\u4f9d\u636e\u5b9e\u9645\u60c5\u51b5\u7075\u6d3b\u534f\u4f5c&#xff0c;\u800c\u4e0d\u5fc5\u62d8\u6ce5\u4e8e\u56fa\u5b9a\u6d41\u7a0b&#xff1b;\u5b83\u4eec\u80fd\u591f\u52a8\u6001\u914d\u5408&#xff0c;\u65e0\u9700\u673a\u68b0\u5730\u6cbf\u7740\u9884\u8bbe\u8def\u5f84\u4e00\u6b65\u6b65\u786c\u8d70\u3002<\/p>\n<h4>2.3 \u4e0a\u4e0b\u6587\u805a\u7126<\/h4>\n<p>\u5355\u4e2a Agent \u7684\u63d0\u793a\u8bcd\u4e0a\u4e0b\u6587\u53ef\u4ee5\u4fdd\u6301\u7cbe\u7b80\u7eaf\u7cb9&#xff0c;\u4e0d\u4f1a\u88ab\u5927\u91cf\u65e0\u5173\u4fe1\u606f\u5e72\u6270&#xff0c;\u5927\u6a21\u578b\u7684\u63a8\u7406\u8d28\u91cf\u81ea\u7136\u4e5f\u5c31\u66f4\u9ad8\u3002<\/p>\n<h3>3. \u534f\u540c\u673a\u5236\u7684\u57fa\u7840\u8bbe\u8ba1<\/h3>\n<p>\u8bbe\u8ba1 Agent \u4e4b\u95f4\u7684\u534f\u540c\u673a\u5236&#xff0c;\u7b2c\u4e00\u6b65\u662f\u4e3a\u6bcf\u4e2a Agent \u6ce8\u518c\u4e00\u4e2a\u552f\u4e00\u6807\u8bc6\u2014\u2014\u4e5f\u5c31\u662f\u5206\u914d\u4e00\u4e2a\u6ce8\u518c ID&#xff0c;\u5373\u4f1a\u8bdd ID\u3002 \u6bcf\u4e2a Agent \u90fd\u9700\u8981\u7ef4\u62a4\u81ea\u5df1\u7684\u5de5\u4f5c\u65e5\u5fd7&#xff0c;\u5e76\u62e5\u6709\u72ec\u7acb\u7684 workspace\u3002\u5f53\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u51fa\u73b0 BUG \u65f6&#xff0c;\u53ef\u4ee5\u8ba9\u89c4\u5212 Agent \u5b9a\u4f4d\u95ee\u9898&#xff0c;\u5e76\u5c06\u6392\u67e5\u7ecf\u9a8c\u6c89\u6dc0\u4e0b\u6765\u3002<\/p>\n<h3>4. \u4e94\u79cd\u4e3b\u6d41\u534f\u4f5c\u6a21\u5f0f<\/h3>\n<p>\u5f53\u524d\u4e3b\u6d41\u7684\u591a Agent \u67b6\u6784\u901a\u5e38\u88ab\u5206\u4e3a 5 \u79cd\u6a21\u5f0f\u3002<\/p>\n<h4>4.1 \u4e3b\u7ba1\u6a21\u5f0f&#xff08;Supervisor&#xff09;<\/h4>\n<p>\u5b83\u5c31\u50cf\u4e00\u4e2a\u9879\u76ee\u7ecf\u7406\u7ed9\u4e0b\u5c5e\u5206\u914d\u4efb\u52a1&#xff0c;\u7279\u70b9\u662f\u4e0a\u4e0b\u7ea7\u5173\u7cfb\u660e\u786e&#xff1a;\u4e3b\u7ba1\u8d1f\u8d23\u4efb\u52a1\u5206\u914d&#xff0c;\u5e76\u6574\u5408\u6700\u7ec8\u7ed3\u679c\u3002 \u5b9e\u73b0\u4e0a&#xff0c;\u5148\u7528 create_react_agent \u521b\u5efa\u4e09\u4e2a\u4e13\u4e1a Agent&#xff1a;research \u8d1f\u8d23\u641c\u7d22\u4fe1\u606f&#xff0c;analyst \u8d1f\u8d23\u6570\u636e\u5206\u6790&#xff0c;writer \u8d1f\u8d23\u5185\u5bb9\u521b\u4f5c&#xff0c;\u518d\u7528 create_supervisor \u5c06\u5b83\u4eec\u7ec4\u5408\u8d77\u6765\u3002 \u5173\u952e\u53c2\u6570&#xff1a;<\/p>\n<ul>\n<li>model&#xff1a;\u6307\u5b9a\u6240\u4f7f\u7528\u7684\u6a21\u578b&#xff1b;<\/li>\n<li>agents&#xff1a;\u4f20\u5165\u9700\u8981\u7ba1\u7406\u7684 Agent \u5217\u8868&#xff1b;<\/li>\n<li>prompt&#xff1a;\u660e\u786e\u544a\u77e5 supervisor \u6709\u54ea\u4e9b worker \u53ef\u7528&#xff0c;\u4ee5\u53ca\u5404\u81ea\u8d1f\u8d23\u4ec0\u4e48\u3002\u8c03\u7528\u65f6\u53ea\u9700\u4f20\u5165\u7528\u6237\u6d88\u606f&#xff0c;supervisor \u4fbf\u4f1a\u81ea\u52a8\u51b3\u5b9a\u4f7f\u7528\u54ea\u4e2a Agent\u3001\u8c03\u7528\u51e0\u6b21&#xff0c;\u5e76\u6700\u7ec8\u6574\u5408\u8f93\u51fa\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<h4>4.2 \u5c42\u7ea7\u6a21\u5f0f&#xff08;Hierarchical&#xff09;<\/h4>\n<p>\u76f8\u5f53\u4e8e\u591a\u5c42\u7ba1\u7406\u8005\u9010\u7ea7\u5d4c\u5957&#xff0c;\u4e13\u95e8\u7528\u4e8e\u5e94\u5bf9\u5927\u89c4\u6a21\u590d\u6742\u7cfb\u7edf\u3002<\/p>\n<h4>4.3 \u8702\u7fa4\u6a21\u5f0f&#xff08;Swarm&#xff09;<\/h4>\n<p>\u5404 Agent \u5730\u4f4d\u5e73\u7b49&#xff0c;\u81ea\u4e3b\u4ea4\u63a5\u63a7\u5236\u6743&#xff0c;\u4e3b\u6253\u7075\u6d3b\u7684\u534f\u4f5c\u4e0e\u8ba8\u8bba\u3002 \u5b83\u4eec\u901a\u8fc7 handoff \u673a\u5236\u81ea\u4e3b\u4ea4\u63a5\u63a7\u5236\u6743&#xff0c;\u6574\u4e2a\u8fc7\u7a0b\u6ca1\u6709\u4e2d\u592e\u8c03\u5ea6&#xff0c;\u7531 Agent \u81ea\u884c\u51b3\u5b9a\u4e0b\u4e00\u6b65\u4ea4\u7ed9\u8c01\u5904\u7406\u3002 \u5b9e\u73b0\u6b65\u9aa4&#xff1a;<\/p>\n<li>\u7528 create_handoff_to \u521b\u5efa\u4ea4\u63a5\u5de5\u5177&#xff1b;<\/li>\n<li>\u6bcf\u4e2a Agent \u6301\u6709\u90e8\u5206\u4ea4\u63a5\u5de5\u5177&#xff0c;\u901a\u8fc7\u4ea4\u63a5\u5de5\u5177\u628a\u63a7\u5236\u6743\u4ea4\u7ed9\u53e6\u4e00\u4e2a Agent&#xff1b;<\/li>\n<li>\u7528 create_swarm \u628a\u6240\u6709 Agent \u7ec4\u5408\u8d77\u6765\u3002<\/li>\n<p>default_action_agent \u7528\u4e8e\u6307\u5b9a\u8d77\u59cb Agent&#xff0c;\u6b64\u540e\u7531\u5404 Agent \u81ea\u4e3b\u51b3\u5b9a\u4ea4\u63a5\u5bf9\u8c61\u3002<\/p>\n<h4>4.4 \u987a\u5e8f\u94fe\u6a21\u5f0f&#xff08;Sequential Chain&#xff09;<\/h4>\n<p>\u5b83\u7c7b\u4f3c\u4e00\u6761\u56fa\u5b9a\u7684\u6d41\u6c34\u7ebf&#xff0c;\u9002\u5408\u6b65\u9aa4\u660e\u786e\u3001\u5148\u540e\u987a\u5e8f\u4e0d\u53ef\u6253\u4e71\u7684\u4efb\u52a1&#xff1a;\u6bcf\u4e2a Agent \u8d1f\u8d23\u4e00\u4e2a\u9636\u6bb5&#xff0c;\u5904\u7406\u5b8c\u6210\u540e\u5c06\u7ed3\u679c\u4f20\u9012\u7ed9\u4e0b\u4e00\u4e2a\u3002 \u4ee5\u5185\u5bb9\u521b\u4f5c\u4e3a\u4f8b&#xff0c;\u6d41\u7a0b\u4f9d\u6b21\u4e3a\u7814\u7a76\u3001\u5217\u5927\u7eb2\u3001\u5199\u8349\u7a3f\u3001\u7f16\u8f91\u6da6\u8272&#xff0c;\u6700\u540e\u518d\u5bf9\u6587\u7ae0\u505a\u6574\u4f53\u4f18\u5316\u3002\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u6e05\u6670\u660e\u786e&#xff0c;\u4e14\u987a\u5e8f\u4e0d\u53ef\u98a0\u5012\u3002<\/p>\n<h4>4.5 \u7f51\u7edc\u6a21\u5f0f&#xff08;Network&#xff09;<\/h4>\n<p>\u5b83\u91c7\u7528\u5168\u8fde\u63a5\u7684\u81ea\u7531\u8def\u7531&#xff0c;\u4e13\u4e3a\u9ad8\u81ea\u7531\u5ea6\u7684\u63a2\u7d22\u578b\u4efb\u52a1\u800c\u8bbe\u8ba1&#xff1a;\u65e2\u6ca1\u6709\u56fa\u5b9a\u7684\u8c03\u7528\u987a\u5e8f&#xff0c;\u4e5f\u6ca1\u6709\u9884\u8bbe\u7684\u8c03\u7528\u6d41\u7a0b\u3002 \u5b9e\u73b0\u65b9\u5f0f\u662f\u5148\u589e\u52a0\u4e00\u4e2a\u8def\u7531\u8282\u70b9&#xff0c;\u7531 LLM \u6839\u636e\u5f53\u524d\u5bf9\u8bdd\u72b6\u6001\u51b3\u5b9a\u4e0b\u4e00\u6b65\u4ea4\u7ed9\u54ea\u4e2a Agent&#xff1b;\u4ee3\u7801\u4e2d\u7684\u8def\u7531\u51fd\u6570 router_node \u4f1a\u628a\u5f53\u524d\u4f1a\u8bdd\u53d1\u9001\u7ed9 LLM\u3002<\/p>\n<h4>4.6 \u6a2a\u5411\u5bf9\u6bd4<\/h4>\n<p>\u5982\u679c\u4ece\u63a7\u5236\u6d41\u3001\u6269\u5c55\u6027\u3001Token \u5f00\u9500\u3001\u5bb9\u9519\u6027\u8fd9\u51e0\u4e2a\u7ef4\u5ea6\u505a\u4e00\u6b21\u6a2a\u5411\u5bf9\u6bd4&#xff0c;\u5c31\u4f1a\u53d1\u73b0&#xff1a;\u4e3b\u7ba1\u6a21\u5f0f\u91c7\u7528\u4e2d\u5fc3\u5316\u8c03\u5ea6&#xff0c;\u8702\u7fa4\u6a21\u5f0f\u4f9d\u9760\u53bb\u4e2d\u5fc3\u5316\u7684\u81ea\u4e3b\u4ea4\u63a5&#xff0c;\u987a\u5e8f\u94fe\u6a21\u5f0f\u5219\u662f\u4e00\u6761\u4e25\u683c\u7684\u56fa\u5b9a\u6d41\u6c34\u7ebf\u3002 \u6bcf\u4e00\u79cd\u591a Agent \u67b6\u6784\u90fd\u6709\u5404\u81ea\u7684\u53d6\u820d&#xff0c;\u5e76\u4e0d\u5b58\u5728\u7edd\u5bf9\u7684\u597d\u574f&#xff0c;\u4e5f\u6ca1\u6709\u4e00\u52b3\u6c38\u9038\u7684\u94f6\u5f39\u3002<\/p>\n<h3>5. \u751f\u4ea7\u7ea7\u7cfb\u7edf\u7684\u5fc5\u5907\u673a\u5236<\/h3>\n<ul>\n<li>\u91cd\u8bd5\u4e0a\u9650&#xff1a;\u5728 Supervisor \u7684\u63d0\u793a\u8bcd\u4e2d\u9650\u5b9a\u6700\u591a\u91cd\u8bd5\u4e09\u6b21&#xff0c;\u4ee5\u907f\u514d\u9677\u5165\u65e0\u9650\u5faa\u73af\u3002<\/li>\n<li>\u4eba\u5de5\u5ba1\u6279\u65ad\u70b9&#xff1a;\u5728\u5173\u952e\u8bc4\u5ba1\u73af\u8282\u6682\u505c&#xff0c;\u7b49\u5f85\u4eba\u5de5\u786e\u8ba4\u3002\u7b2c\u4e00\u6b21 invoke \u4e4b\u540e\u4f1a\u8bf7\u6c42\u6682\u505c&#xff0c;\u5f85\u4eba\u5de5\u5ba1\u6279\u901a\u8fc7\u540e\u518d\u6b21\u8c03\u7528 invoke&#xff0c;\u5e76\u4f20\u5165 null \u8868\u793a\u6cbf\u7528\u4e0a\u4e00\u6b21\u7684\u72b6\u6001&#xff0c;\u4ece\u800c\u7ee7\u7eed\u6267\u884c\u540e\u7eed\u6d41\u7a0b\u3002\u8fd9\u662f\u751f\u4ea7\u7ea7\u7cfb\u7edf\u4e0d\u53ef\u6216\u7f3a\u7684\u673a\u5236\u3002<\/li>\n<\/ul>\n<h3>6. \u4e24\u5927\u901a\u4fe1\u534f\u8bae<\/h3>\n<p>\u4e0b\u9762\u4ecb\u7ecd\u4e24\u4e2a\u91cd\u8981\u7684\u901a\u4fe1\u534f\u8bae\u3002 A2A \u662f Google \u53d1\u5e03\u7684\u5f00\u653e\u534f\u8bae&#xff0c;\u4e3b\u8981\u89e3\u51b3\u4e0d\u540c\u6846\u67b6\u3001\u4e0d\u540c\u5382\u5546\u7684 Agent \u4e4b\u95f4\u5982\u4f55\u76f8\u4e92\u8c03\u7528\u4e0e\u64cd\u4f5c\u7684\u95ee\u9898&#xff0c;\u4e5f\u5c31\u662f\u8ba9 Agent \u4e4b\u95f4\u80fd\u591f\u4e92\u76f8\u5bf9\u8bdd\u3002\u5b83\u7684\u6838\u5fc3\u662f Agent Card \u540d\u7247&#xff0c;\u91c7\u7528 JSON \u683c\u5f0f&#xff0c;\u7528\u4e8e\u63cf\u8ff0\u8be5 Agent \u7684\u80fd\u529b\u3001\u7aef\u70b9\u4e0e\u8ba4\u8bc1\u65b9\u5f0f\u3002 MCP \u5219\u4e3b\u8981\u89e3\u51b3 Agent \u5982\u4f55\u8fde\u63a5\u5916\u90e8\u5de5\u5177\u4e0e\u6570\u636e\u6e90\u7684\u95ee\u9898&#xff0c;\u67b6\u6784\u5341\u5206\u7b80\u6d01&#xff1a;LLM \u901a\u8fc7 MCP Client \u8fde\u63a5 MCP Server \u5373\u53ef\u3002<\/p>\n<h3>7. \u5b89\u5168\u5a01\u80c1\u4e0e\u9632\u62a4<\/h3>\n<p>\u5728\u591a Agent \u7cfb\u7edf\u4e2d&#xff0c;\u5b89\u5168\u95ee\u9898\u662f\u9996\u8981\u969c\u788d&#xff1a;Agent \u94fe\u7684\u4f20\u64ad\u6548\u5e94\u4f1a\u653e\u5927\u5355\u70b9\u5b89\u5168\u95ee\u9898&#xff0c;\u53ea\u8981\u4e00\u4e2a Agent \u88ab\u6ce8\u5165\u6076\u610f\u6307\u4ee4&#xff0c;\u5c31\u53ef\u80fd\u901a\u8fc7 Handoff \u6269\u6563\u5230\u6574\u4e2a\u7cfb\u7edf\u3002<\/p>\n<h4>7.1 \u4e94\u5927\u5b89\u5168\u5a01\u80c1<\/h4>\n<ul>\n<li>\u63d0\u793a\u8bcd\u6ce8\u5165\u653b\u51fb&#xff1a;\u6076\u610f\u6307\u4ee4\u901a\u8fc7 Agent \u94fe\u88ab\u653e\u5927\u4f20\u64ad&#xff1b;<\/li>\n<li>Agent \u8eab\u4efd\u4f2a\u9020&#xff1a;\u4f2a\u9020 Agent \u8eab\u4efd\u6765\u83b7\u53d6\u672a\u6388\u6743\u8bbf\u95ee&#xff1b;<\/li>\n<li>\u6570\u636e\u6cc4\u9732&#xff1a;Agent \u5c06\u654f\u611f\u6570\u636e\u4f20\u9012\u7ed9\u4e0d\u53ef\u4fe1 Agent&#xff1b;<\/li>\n<li>\u8d44\u6e90\u8017\u5c3d&#xff1a;Agent \u5faa\u73af\u8017\u5c3d Token \u548c\u8ba1\u7b97\u8d44\u6e90&#xff1b;<\/li>\n<li>\u6743\u9650\u8d8a\u754c&#xff1a;Agent \u83b7\u53d6\u8d85\u51fa\u6388\u6743\u7684\u5de5\u5177\u4e0e\u6570\u636e\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<h4>7.2 \u5b89\u5168\u9632\u62a4\u4e09\u539f\u5219<\/h4>\n<ul>\n<li>\u7ed3\u6784\u5316\u6d88\u606f&#xff1a;\u62d2\u7edd\u7eaf\u6587\u672c&#xff0c;Agent \u4e4b\u95f4\u4f20\u9012\u7ed3\u6784\u5316\u6d88\u606f&#xff1b;<\/li>\n<li>Token \u9884\u7b97&#xff1a;\u9632\u6b62 Agent \u5faa\u73af\u8c03\u7528\u8017\u5c3d\u8d44\u6e90&#xff1b;<\/li>\n<li>\u5de5\u5177\u767d\u540d\u5355&#xff1a;\u6bcf\u4e2a Agent \u53ea\u80fd\u4f7f\u7528\u6388\u6743\u7684\u5de5\u5177\u3002<\/li>\n<\/ul>\n<h3>8. \u6210\u672c\u6743\u8861<\/h3>\n<p>\u591a Agent \u7684 Token \u5f00\u9500\u662f\u5355 Agent \u7684 2-5 \u500d\u3002\u53ef\u4ee5\u4f7f\u7528\u51b3\u7b56\u77e9\u9635\u6765\u5224\u65ad\u662f\u5426\u9700\u8981\u4e0a\u591a Agent\u3002<\/p>\n<h3>9. \u4e09\u5927\u5de5\u7a0b\u6311\u6218<\/h3>\n<li>\u901a\u4fe1\u5f00\u9500&#xff1a;Agent \u4e4b\u95f4\u6bcf\u901a\u4fe1\u4e00\u6b21&#xff0c;\u90fd\u8981\u89e6\u53d1\u4e00\u6b21\u5927\u6a21\u578b\u8c03\u7528&#xff0c;\u5f00\u9500\u968f\u4e4b\u7d2f\u79ef\u3002<\/li>\n<li>\u6b7b\u9501\u548c\u5faa\u73af\u4f9d\u8d56&#xff1a;\u4e24\u4e2a Agent \u76f8\u4e92\u4f9d\u8d56\u3001\u5f7c\u6b64\u7b49\u5f85&#xff0c;\u5c31\u4f1a\u5f62\u6210\u6b7b\u9501&#xff1b;\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u8d85\u65f6\u6b21\u6570\u6216\u9012\u5f52\u9650\u5236\u6765\u5316\u89e3\u3002<\/li>\n<li>\u7ed3\u679c\u51b2\u7a81&#xff1a;\u4e0d\u540c Agent \u7ed9\u51fa\u7684\u7b54\u6848\u5f80\u5f80\u4e0d\u4e00\u81f4&#xff0c;\u6b64\u65f6\u5c31\u9700\u8981\u4ef2\u88c1\u2014\u2014\u65e2\u53ef\u4ee5\u7531\u4e13\u5bb6 Agent \u505a\u6700\u7ec8\u88c1\u51b3&#xff0c;\u4e5f\u53ef\u4ee5\u91c7\u7528\u6295\u7968\u88c1\u51b3\u673a\u5236\u3002<\/li>\n<h3>10. \u4f55\u65f6\u4f7f\u7528\u591a Agent<\/h3>\n<li>\u9700\u8981\u591a\u4e2a\u4e13\u4e1a\u89d2\u8272\u534f\u540c\u914d\u5408&#xff1b;<\/li>\n<li>\u4efb\u52a1\u6d41\u7a0b\u65e0\u6cd5\u9884\u5148\u786e\u5b9a&#xff1b;<\/li>\n<li>\u9700\u8981\u5e76\u884c\u5904\u7406\u591a\u4e2a\u76f8\u4e92\u72ec\u7acb\u7684\u5b50\u4efb\u52a1\u3002<\/li>\n<h3>11. \u6027\u80fd\u57fa\u51c6<\/h3>\n<ul>\n<li>\u4efb\u52a1\u5b8c\u6210\u7387\u9ad8\u4e8e 80%&#xff1b;<\/li>\n<li>\u901a\u4fe1\u5f00\u9500\u5360\u6bd4\u4f4e\u4e8e 30%&#xff1b;<\/li>\n<li>\u7b80\u5355\u4efb\u52a1\u9700\u63a7\u5236\u5728 30s \u4ee5\u5185&#xff0c;\u590d\u6742\u4efb\u52a1\u9700\u63a7\u5236\u5728 5min \u4ee5\u5185&#xff1b;<\/li>\n<li>\u8c03\u7528\u94fe\u6df1\u5ea6\u4e0d\u8d85\u8fc7 10 \u5c42\u3002<\/li>\n<\/ul>\n<h3>12. \u603b\u7ed3<\/h3>\n<p>\u591a Agent \u7684\u6838\u5fc3\u4ef7\u503c&#xff0c;\u5728\u4e8e\u6bcf\u4e2a Agent \u90fd\u62e5\u6709\u72ec\u7acb\u7684 LLM \u63a8\u7406\u4e0a\u4e0b\u6587\u4e0e\u51b3\u7b56\u81ea\u4e3b\u6743\u2014\u2014\u8fd9\u6b63\u662f\u5b83\u4e0e\u666e\u901a\u51fd\u6570\u5206\u5de5\u7684\u6839\u672c\u533a\u522b\u3002<\/p>\n<p>\u4e94\u79cd\u534f\u4f5c\u6a21\u5f0f\u2014\u2014\u4e2d\u5fc3\u8c03\u5ea6\u3001\u591a\u5c42\u5d4c\u5957\u3001\u81ea\u4e3b\u4ea4\u63a5\u3001\u56fa\u5b9a\u6d41\u6c34\u7ebf\u548c\u81ea\u7531\u8def\u7531\u2014\u2014\u5404\u6709\u9002\u7528\u573a\u666f&#xff0c;\u53ef\u6839\u636e\u4efb\u52a1\u7c7b\u578b\u7075\u6d3b\u9009\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u4eba\u5de5\u667a\u80fd\u3011\u591a Agent \u534f\u540c&#xff1a;\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5 \u591a Agent \u534f\u540c&#xff1a;\u67b6\u6784\u6a21\u5f0f\u3001\u901a\u4fe1\u534f\u8bae\u4e0e\u5de5\u7a0b\u5b9e\u8df5\u3010\u4eba\u5de5\u667a\u80fd\u3011\u591a Agent 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