{"id":10021034,"date":"2025-10-15T08:51:16","date_gmt":"2025-10-15T00:51:16","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021034"},"modified":"2025-10-15T08:51:16","modified_gmt":"2025-10-15T00:51:16","slug":"%e6%96%b0%e9%a1%b9%e7%9b%ae%e5%ae%8c%e7%bb%93%ef%bc%8cai-agent-%e6%99%ba%e8%83%bd%e4%bd%93%e3%80%81%e6%8b%96%e6%8b%89%e6%8b%bd%e7%bc%96%e6%8e%92%ef%bc%81","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021034","title":{"rendered":"\u65b0\u9879\u76ee\u5b8c\u7ed3\uff0cAi Agent \u667a\u80fd\u4f53\u3001\u62d6\u62c9\u62fd\u7f16\u6392\uff01"},"content":{"rendered":"<p>\u4f5c\u8005\uff1a\u5c0f\u5085\u54e5<br \/>\u535a\u5ba2\uff1a<a href=\"https:\/\/link.segmentfault.com\/?enc=Qcl%2BPaRmcKY92KTniPCn8A%3D%3D.jJ6drbS7%2BLMNwsq7exf0aTGwLjpTiKozPI4WvfrODO4%3D\" rel=\"nofollow noopener noreferrer\" target=\"_blank\">https:\/\/bugstack.cn<\/a><\/p>\n<p>\u6c89\u6dc0\u3001\u5206\u4eab\u3001\u6210\u957f\uff0c\u8ba9\u81ea\u5df1\u548c\u4ed6\u4eba\u90fd\u80fd\u6709\u6240\u6536\u83b7\uff01\ud83d\ude04<\/p>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u6280\u672fUP\u4e3b\u5c0f\u5085\u54e5\u3002<br \/>\u8fd9\u662f\u4e00\u5957\u7efc\u5408\u524d\u540e\u7aef + Dev-Ops\uff0c\u57fa\u4e8e Spring Ai \u6846\u67b6\u5b9e\u73b0\uff0cAi Agent \u667a\u80fd\u4f53\u3002\u8017\u65f67\u4e2a\u591a\u6708\uff0c38\u8282\u8bfe\u7a0b\uff08\u89c6\u9891+\u6587\u6863\uff09\uff0c\u4ece RAG \u5230 MCP\uff0c\u518d\u5b9e\u73b0\u51fa\u4e92\u8054\u7f51\u4f01\u4e1a\u7ea7\uff0c\u53ef\u7f16\u6392\u7684 Ai Agent \u667a\u80fd\u4f53\uff0c\u73b0\u5df2\u5168\u90e8\u5f00\u53d1\u5b8c\u6210 + \u90e8\u7f72\u4e0a\u7ebf\u3002\ud83d\udc90<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000044408847\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\"><\/p>\n<p>\u8fd9\u5957\u9879\u76ee\uff0c\u6bd4\u4e92\u8054\u7f51\u4f01\u4e1a\uff0c\u8d77\u6b65\u7684\u8fd8\u65e9\uff0c\u5b8c\u6210\u7684\u8fd8\u5feb\uff01<br \/>\u8bb2\u4e2a\u6211\u7684\u7ecf\u5386\uff1b\u524d\u5e74\u6211\u5728\u516c\u53f8\u91cc\u5206\u4eab\u4e86 OpenAi \u7684\u573a\u666f\u4f7f\u7528\uff0c\u5b9e\u73b0\u4e86\u4ee3\u7801\u81ea\u52a8\u8bc4\u5ba1\u3002\u53bb\u5e74\u53c8\u5206\u4eab\u4e86 RAG\u3001MCP\uff08\u5e74\u5c3e\u521a\u5f00\u59cb\u53d1\u5e03 MCP \u534f\u8bae\uff09\uff0c\u544a\u8bc9\u5927\u5bb6\u8fd9\u7c7b\u6280\u672f\u5982\u4f55\u7ed3\u5408\u573a\u666f\u843d\u5730\uff0c\u9886\u5bfc\u8bf4\uff1a\u201c\u4f60\u7814\u7a76\u7684\u633a\u6df1\u5440\uff01\u201c\u3002\u4eca\u5e74\u516c\u53f8\u4e5f\u5f00\u59cb\u6210\u7acb\u4e00\u4e2a\u865a\u62df\u7ec4\uff0c\u6765\u7ed3\u5408 AI + \u4e1a\u52a1\uff0c\u9886\u5bfc\u8ba9\u6211\u4f5c\u4e3a\u5c0f\u7ec4\u7684\u6280\u672f\u6307\u5bfc\u3002\u2014\u2014 \u8fd9\u4e9b\u5e74\uff0c\u8fd9\u4e9b\u6280\u672f\uff0c\u6211\u4e00\u76f4\u8d70\u7684\u5f88\u9760\u524d\uff0c\u6240\u4ee5\u4e5f\u6709\u5f88\u591a\u5f88\u591a\u7684\u673a\u4f1a\u3002\u673a\u4f1a\uff0c\u7b49\u4e8e\u664b\u5347 + \u6da8\u85aa\ud83d\ude04<br \/>AI \u4e0d\u4f1a\u66ff\u4ee3\u7814\u53d1\uff0c\u4f46\u662f\u4f1a\u7ed9\u7814\u53d1\u7684\u80fd\u529b\u8fdb\u884c\u52a0\u6210\uff0c\u8ba9\u7814\u53d1\u5728\u8fdb\u884c\u9700\u6c42\u5206\u6790\u3001\u5de5\u7a0b\u8bbe\u8ba1\u3001\u7f16\u7801\u5b9e\u73b0\u3001\u5355\u6d4b\u7f16\u5199\u3001\u670d\u52a1\u9a8c\u8bc1\u7b49\u573a\u666f\u65f6\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7 AI \u63d0\u6548\u3002\u4f46 AI \u4e0d\u4f1a\u8ba9\u7814\u53d1\u66f4\u8f7b\u677e\uff0c\u53cd\u800c\u4f1a\u6709\u66f4\u591a\u7684\u5de5\u4f5c\u91cf\u8fdb\u6765\u3002\u4e0d\u8fc7\uff0c\u8d8a\u5f80\u540e\u6765\u770b\uff0c\u4e0d\u4f1a AI \u5e94\u7528\uff0c\u4e0d\u5177\u5907 AI \u573a\u666f\u5f00\u53d1\uff0c\u80af\u5b9a\u4f1a\u7f3a\u5c11\u7ade\u4e89\u529b\u3002<br \/>\u6240\u4ee5\uff0c\u5c0f\u5085\u54e5\u4e5f\u4e00\u76f4\u5728\u6784\u5efa\u81ea\u5df1\u7684\u6280\u672f\u4f53\u7cfb\u5b8c\u6574\u5ea6\uff0c\u5f62\u6210\u81ea\u5df1\u7684\u6280\u672f\u95ed\u73af\uff0c\u8ba9\u81ea\u5df1\u5728\u5c31\u4e1a\u5e02\u573a\u5177\u5907\u5145\u8db3\u7684\u7ade\u4e89\u529b\u3002<\/p>\n<p>\ud83e\udde7 \u6587\u672b\u63d0\u4f9b\u4e86\u672c\u5957\u9879\u76ee\u7684\u5b8c\u6574\u5de5\u7a0b\u4ee3\u7801\uff088\u4e2a\uff09\uff0c\u6b64\u5916\u8fd8\u6709\u5176\u4ed6\u7684\u4e1a\u52a1\u9879\u76ee+\u7ec4\u4ef6\u9879\u76ee\uff0c\u5171\u8ba117\u4e2a\u5168\u90e8\u53ef\u4ee5\u83b7\u53d6\u3002<\/p>\n<p>\u6211\u80fd\u5b66\u5230\u4ec0\u4e48\uff1f<br \/>\u9996\u5148\uff0c\u8fd9\u662f\u4e00\u6574\u5957\u4ece0\u52301\uff0c\u5305\u542b\u524d\u540e\u7aef + DevOps \u7684\u7efc\u5408\u5b9e\u6218\u9879\u76ee\uff0c\u5168\u7a0b\u6587\u6863 + \u89c6\u9891\uff0c\u5e26\u7740\u5b9e\u73b0\u7684 AI Agent \u667a\u80fd\u4f53\u9879\u76ee\u3002\u6240\u4ee5\uff0c\u4f60\u53ef\u4ee5\u975e\u5e38\u5b8c\u6574\u7684\u5b66\u4e60\u5230\u5173\u4e8e AI Agent \u667a\u80fd\u4f53\u7684\u5168\u90e8\u5185\u5bb9\uff0c\u8ba9\u4f60\u5177\u5907\u4f01\u4e1a\u7ea7\u9879\u76ee\u5f00\u53d1\u80fd\u529b\u3002<\/p>\n<p>\u79ef\u7d2f Spring AI \u6846\u67b6\u5e94\u7528\u5f00\u53d1\u80fd\u529b\uff0c\u540c\u65f6 Alibaba \u63d0\u4f9b\u7684 AI \u6846\u67b6\uff0c\u4e0e\u6b64\u6846\u67b6\u5177\u6709\u901a\u7528\u6027\uff08\u5df2\u6709\u4f19\u4f34\u8fdb\u5165\u5230\u963f\u91cc AI \u5e94\u7528\u573a\u666f\u5f00\u53d1\uff09\u3002\u638c\u63e1 AI Agent \u5f00\u53d1\u80fd\u529b\uff0c\u5305\u62ec\uff1b\u987e\u95ee\u89d2\u8272\uff08RAG\u3001\u8bb0\u5fc6\u4e0a\u4e0b\u6587\uff09\u3001MCP \u5de5\u5177\u670d\u52a1\u3001Model \u5bf9\u8bdd\u6a21\u578b\uff08API\uff09\u7b49\u3002\u5b66\u4e60 AI Agent \u591a\u7c7b\u6267\u884c\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5305\u62ec\uff1b\u56fa\u5b9a\u94fe\u8def\u6a21\u5f0f\u3001\u52a8\u6001\u51b3\u7b56\u6a21\u5f0f\u3001\u89c4\u5212\u5206\u6790\u6a21\u5f0f\u3002\u5b66\u4e60\u540e\uff0c\u53ef\u4ee5\u81ea\u884c\u8bbe\u8ba1\u5176\u4ed6\u7c7b\u578b\u6267\u884c\u6a21\u5f0f\u3002\u62d3\u5c55\u8bbe\u8ba1\u6a21\u5f0f\uff1b\u89c4\u5219\u6811\uff08\u7ec4\u5408\u6a21\u5f0f\uff09\uff0c\u5728\u590d\u6742\u573a\u666f\u7684\u8fd0\u7528\u3002\u89e3\u51b3\u591a\u7c7b\u578b\u6570\u636e\u52a0\u8f7d\u548c\u5bf9\u8bdd\u8fc7\u7a0b\u94fe\u8def\u5904\u7406\u3002\u638c\u63e1\u4e00\u5957\u53ef\u89c6\u5316\u94fe\u8def\u7f16\u6392\u8fd0\u7528\u80fd\u529b\uff0c\u901a\u8fc7\u524d\u7aef\u9875\u9762\u7684\u62d6\u62c9\u62fd\u64cd\u4f5c\uff0c\u5b8c\u6210 AI Agent \u667a\u80fd\u4f53\u7684\u52a8\u6001\u914d\u7f6e\u3001\u52a0\u8f7d\u548c\u4f7f\u7528\uff08\u975e\u5e38\u4e1d\u6ed1\uff09\u3002\u638c\u63e1 RAG\u3001MCP \u7684\u5f00\u53d1\u80fd\u529b\uff0c\u5bf9 MCP \u53ef\u4ee5\u81ea\u5df1\u5b9e\u73b0\u4e00\u5957\u4efb\u610f\u573a\u666f\u7684\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u7aef\u8fdb\u884c\u5bf9\u63a5\u3002\u5982\uff0c\u4f60\u81ea\u5df1\u6709\u4e00\u4e2aXxx\u5546\u57ce\uff0c\u4e5f\u53ef\u4ee5\u5bf9\u4e0b\u5355\u63a5\u53e3\u5305\u88c5\u51fa\u4e0b\u5355-MCP\u670d\u52a1\u3002\u57fa\u4e8e Spring \u6e90\u7801\uff0c\u81ea\u5b9a\u4e49\u4e00\u5957\u8f7b\u91cf\u4efb\u52a1\u6267\u884c\u5668\uff0c\u628a\u914d\u7f6e\u7684 AI Agent \u52a8\u6001\u5237\u65b0\u5230\u4efb\u52a1\u4e2d\u5fc3\u81ea\u52a8\u5316\u6267\u884c\u3002\u79ef\u7d2f\u5e94\u7528\u8bbe\u8ba1\u7ecf\u9a8c\uff0c\u9762\u5411\u5bf9\u8c61\u5f00\u53d1\uff0c\u5728\u6574\u4e2a\u5de5\u7a0b\u5b9e\u73b0\u4e2d\uff0c\u90fd\u6709\u975e\u5e38\u5e72\u51c0\uff0c\u6e05\u6670\uff0c\u5177\u5907\u9ad8\u5185\u805a\uff0c\u4f4e\u8026\u5408\uff0c\u6709\u5355\u4e00\u804c\u8d23\u7684\u903b\u8f91\u4f53\u73b0\u3002<br \/>\u9002\u5408\u54ea\u4e9b\u4f19\u4f34\uff1f<\/p>\n<p>\u9700\u8981\u5feb\u901f\ud83d\udd1c\u5199\u5230\u7b80\u5386\uff0c\u7528\u4e8e\u79cb\u62db\/\u793e\u62db\u9762\u8bd5\uff08\u53ef\u4ee5\u53ea\u5237\u7b2c3\u9636\u6bb5\uff0c1\u5468\u5199\u5230\u7b80\u5386\uff0c2\u5468\u5b8c\u6210\u5b66\u4e60\uff09\u3002\u5bf9 AI Agent \u667a\u80fd\u4f53\u611f\u5174\u8da3\uff0c\u4f46\u4e0d\u77e5\u9053\u5982\u4f55\u81ea\u5df1\u5b9e\u73b0\u4e00\u5957\u7684\u3002\u5e0c\u671b\u63d0\u9ad8\u81ea\u5df1\u7684\u67b6\u6784\u8bbe\u8ba1\u601d\u7ef4\uff0c\u8bbe\u8ba1\u6a21\u5f0f\u8fd0\u7528\u7684\u3002\u589e\u5f3a\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u50a8\u5907\u4e00\u4e9b\u975e\u4e1a\u52a1\u7684\u6838\u5fc3\u6280\u672f\u7c7b\u77e5\u8bc6\u7684\u3002<br \/>\u9879\u76ee\u8fd0\u884c\u6548\u679c<br \/>\u672c\u9879\u76ee\u5206\u4e3a\uff0c\u7528\u6237\u7aef\u3001\u7ba1\u7406\u7aef\u548c\u670d\u52a1\u7aef\uff0c\u670d\u52a1\u7aef\u7edf\u4e00\u63d0\u4f9b\u63a5\u53e3\u80fd\u529b\uff0c\u7ba1\u7406\u7aef\u7ef4\u62a4 AI Agent \u667a\u80fd\u4f53\u914d\u7f6e\u3001\u7528\u6237\u7aef\u63d0\u4f9b\u4f7f\u7528\u670d\u52a1\u3002<\/p>\n<ol>\n<li>\u767b\u5f55\u754c\u9762<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319174\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u8fd9\u4e00\u90e8\u5206\u5728\u6570\u636e\u5e93\u8868\u589e\u52a0\u4e86 admin_user \u8868\uff0c\u6709\u914d\u7f6e\u767b\u5f55\u8d26\u53f7\u548c\u5bc6\u7801\uff0c\u53ef\u4ee5\u7b80\u5355\u505a\u6821\u9a8c\u3002<\/p>\n<ol start=\"2\">\n<li>\u7ba1\u7406\u754c\u9762<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319175\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u7ba1\u7406\u540e\u53f0\u76ee\u524d\u63d0\u4f9b\u4e86\uff0c\u4ee3\u7406\u7ba1\u7406\uff08\u62d6\u62c9\u62fd\u7f16\u6392\u65b9\u5f0f\u914d\u7f6e\u667a\u80fd\u4f53\uff09\uff0c\u8d44\u6e90\u7ba1\u7406\uff08model\u3001client\u3001mcp\u3001advisor\u3001prompt\uff09\u6570\u636e\u5206\u6790\u3001\u7cfb\u7edf\u8bbe\u7f6e\uff0c\u662f\u6837\u4f8b\uff0c\u4f60\u53ef\u4ee5\u7ee7\u7eed\u6269\u5c55\u4f60\u6240\u9700\u8981\u7684\u5185\u5bb9\u3002<\/p>\n<ol start=\"3\">\n<li>\u4ee3\u7406\u7ba1\u7406<br \/>3.1 \u4ee3\u7406\u5217\u8868<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319176\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u8fd9\u91cc\u7684\u4ee3\u7406\u5217\u8868\uff0c\u5c31\u662f\u901a\u8fc7\u62d6\u62c9\u62fd\u914d\u7f6e\u7684\u667a\u80fd\u4f53\u3002\u53ef\u4ee5\u70b9\u51fb\u3010\u67e5\u770b\u3011\u770b\u5230\u660e\u7ec6\uff0c\u4e5f\u53ef\u4ee5\u3010\u65b0\u5efa\u3011\uff0c\u8fd8\u53ef\u4ee5\u5220\u9664\u3002\u70b9\u51fb\u3010\u52a0\u8f7d\u3011\u5219\u662f\u8c03\u7528\u670d\u52a1\u7aef\uff0c\u628a\u6570\u636e\u52a0\u8f7d\u5230 Spring \u5bb9\u5668\uff0c\u4e4b\u540e\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e86\u3002<br \/>3.2 \u4ee3\u7406\u914d\u7f6e<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319177\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u5f53\u4f60\u70b9\u51fb\u4e00\u4e2a\u4ee3\u7406\u914d\u7f6e\uff0c\u5219\u4f1a\u5c55\u793a\u51fa\u62d6\u62c9\u62fd\u7684\u6570\u636e\u5230\u9875\u9762\u4e0a\u3002\u8fd9\u90e8\u5206\u4f1a\u4ece\u6570\u636e\u5e93\u8bfb\u53d6\uff0c\u4e4b\u540e\u5c55\u793a\u51fa\u6765\uff0c\u5168\u90e8\u53ef\u89c6\u5316\u3002\u5982\u679c\u4f60\u70b9\u51fb\u4e86Save\u5219\u4f1a\u505a\u51fa\u4e00\u4efd\u65b0\u7684\uff0c\u4e4b\u540e\u5bf9\u4e8e\u65e7\u7684\uff0c\u4f60\u53ef\u4ee5\u81ea\u5df1\u624b\u52a8\u5220\u9664\u3002<\/p>\n<ol start=\"4\">\n<li>\u8d44\u6e90\u7ba1\u7406<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319178\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u8d44\u6e90\u7ba1\u7406\u4e0b\uff0c\u662f\u914d\u7f6e\u4e00\u4e2a\u667a\u80fd\u4f53\u6240\u9700\u7684\u5404\u9879\u8d44\u6e90\u4fe1\u606f\uff0c\u4f60\u53ef\u4ee5\u5728\u8fd9\u91cc\u8fdb\u884c\u7ef4\u62a4\u3002\u5982\uff0cMCP \u5de5\u5177\u7ba1\u7406\u3002<\/p>\n<ol start=\"5\">\n<li>\u9875\u9762\u4f7f\u7528<br \/>5.1 \u5bf9\u8bdd\u4ea4\u6d41<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319179\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>5.2 \u573a\u666f\u89e3\u6790<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319180\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>5.3 \u76d1\u63a7\u5206\u6790<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319181\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u914d\u7f6e\u540e\u7684\u667a\u80fd\u4f53\uff0c\u53ef\u4ee5\u5728\u667a\u80fd\u4f53\u9009\u62e9\u91cc\u8fdb\u884c\u83b7\u53d6\u4f7f\u7528\u3002\u4e4b\u540e\u8fdb\u884c\u63d0\u95ee\u3002\u6548\u679c\u8fd8\u4e0d\u9519\uff0c\u8fd9\u91cc\u5c0f\u5085\u54e5\u9a8c\u8bc1\u4e86\u914d\u7f6e\u7684\u667a\u80fd\u4f53\u8fdb\u884c\u63d0\u95ee\u3002<br \/>\u5173\u4e8e\u7cfb\u7edf\u8bbe\u8ba1<br \/>\u672c\u5957\u7cfb\u7edf\u8bbe\u8ba1\uff0c\u4e5f\u662f\u82b1\u8d39\u4e86\u975e\u5e38\u5927\u7684\u5fc3\u601d\u3002<\/p>\n<ol>\n<li>\u6267\u884c\u6d41\u7a0b<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319182\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u5728\u6574\u4e2a Ai Agent \u7684\u5b9e\u73b0\u4e2d\uff0c\u5c0f\u5085\u54e5\u5e26\u7740\u5927\u5bb6\u5206\u6790\u8bbe\u8ba1\u4e864\u79cd\u65b9\u6848\uff0c\u5305\u62ec\uff1b\u56fa\u5b9a\u6267\u884c\u7684\u3001\u5faa\u73af\u6267\u884c\u7684\u3001\u667a\u80fd\u5206\u6790\u51b3\u7b56\u7684\u8fd8\u6709\u4e00\u4e2a\u6309\u7167\u6b65\u9aa4\u89c4\u5212\u7684\u3002\u8fd9\u4e9b\u6d41\u7a0b\u90fd\u6709\u9002\u5408\u4e8e\u81ea\u5df1\u4e1a\u52a1\u573a\u666f\u4f7f\u7528\u3002\u5728\u4ee3\u7801\u4e2d\u4e5f\u90fd\u6709\u4e0d\u540c\u65b9\u6848\u7684\u5b9e\u73b0\uff0c\u4e4b\u540e\u901a\u8fc7\u7528\u6237\u9009\u62e9\u540e\u8fdb\u884c\u52a8\u6001\u5316\u7684\u7b56\u7565\u8c03\u5ea6\u3002<\/p>\n<ol start=\"2\">\n<li>\u6838\u5fc3\u52a8\u4f5c<br \/>2.1 \u6570\u636e\u88c5\u914d<\/li>\n<\/ol>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047168033\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u9996\u5148\uff0c\u4ee5\u6784\u5efa AiClientNode \u7684\u5bf9\u8bdd\u5ba2\u6237\u7aef\u4e3a\u76ee\u7684\uff0c\u5df2\u7ecf\u5b8c\u6210\u4e86\u76f8\u5173\u7684\u5143\u7d20\u5b9e\u4f8b\u5316\u6b65\u9aa4\u3002\u672c\u8282\u8fd9\u91cc\u8981\u5904\u7406\u7684\u662f\uff0c\u987e\u95ee\u89d2\u8272\u7684\u6784\u5efa\uff0c\u4ee5\u53ca\u6784\u5efa AiClientNode \u8282\u70b9\u3002\u4e4b\u540e\uff0cAiClientNode \u7684\u6784\u5efa\uff0c\u662f\u5173\u8054\u4e86\u5176\u4ed6\u5404\u9879\u5143\u7d20\u7684\uff0c\u6240\u4ee5\u5728\u6784\u5efa\u65f6\uff0c\u9700\u8981\u5728 AiClientNode \u8282\u70b9\uff0c\u4ece Spring \u5bb9\u5668\u901a\u8fc7 getBean \u7684\u65b9\u5f0f\uff0c\u68c0\u7d22\u5230\u5bf9\u5e94\u7684\u5404\u9879\u5143\u7d20\u3002<br \/>2.2 \u52a8\u6001\u8c03\u5ea6<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319183\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u8fd9\u91cc\u4f1a\u6839\u636e\u7528\u6237\u7684\u8bf7\u6c42\uff0c\u8fdb\u884c\u7b56\u7565\u8def\u7531\uff0c\u627e\u5230\u6240\u9700\u7684 Ai Agent \u6267\u884c\u7b56\u7565\u8fdb\u884c\u5904\u7406\u3002\u8fd9\u91cc\u5c0f\u5085\u54e5\u4e5f\u6709\u610f\u52a0\u5165\u4e0d\u540c\u7684\u7b56\u7565\uff0c\u8ba9\u5927\u5bb6\u53ef\u4ee5\u770b\u5230\u5f88\u591a\u7684 Ai Agent \u8bbe\u8ba1\u601d\u8def\u3002<br \/>2.3 \u6267\u884c\u7b56\u7565\uff0801\uff09<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047168035\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u4ee5\u7a0b\u5e8f\u542f\u52a8\u4e3a\u5f00\u59cb\uff0c\u8fdb\u884c\u81ea\u52a8\u5316\u88c5\u914d\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u6211\u4eec\u5148\u628a\u4e00\u4e9b\u60f3\u9884\u5148\u542f\u52a8\u7684\u6570\u636e\u5e93\u4e2d\u7684 agent \u914d\u7f6e\u6240\u9700\u7684 client \u5ba2\u6237\u7aef\u8fdb\u884c\u670d\u52a1\u521d\u59cb\u5316\u3002\u4e4b\u540e\u5199\u5165\u5230 Spring \u5bb9\u5668\uff0c\u65b9\u4fbf\u5728\u6267\u884c Agent \u65f6\u8fdb\u884c\u4f7f\u7528\u3002\u524d\u9762\u6709\u4f19\u4f34\u95ee\uff0c\u4e3a\u4ec0\u4e48\u628a\u5b9e\u4f8b\u5316\u7684\u5bf9\u8c61\u5199\u5165\u5230 Spring \u5bb9\u5668\uff0c\u8fd9\u91cc\u5c31\u662f\u539f\u56e0\u5ba2\u6237\u7aef\uff08UI\uff09\uff0c\u8fdb\u884c POST \u63a5\u53e3\u8bf7\u6c42\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u9700\u8981\u5c01\u88c5\u4e00\u4e2a SSE \u6d41\u5f0f\u54cd\u5e94\u7684\u63a5\u53e3\uff0c\u8ba9 Step 1~4 \u5404\u4e2a\u6267\u884c\u6b65\u9aa4\uff0c\u628a\u8fc7\u7a0b\u4fe1\u606f\u5199\u5165\u5230\u6d41\u5f0f\u63a5\u53e3\u3002\u8fd9\u91cc\u8981\u6ce8\u610f\uff0c\u9700\u8981\u7ed9\u63a5\u53e3\u8fd4\u56de\u7684\u5bf9\u8c61\u6dfb\u52a0\u4e0a\u5bf9\u5e94\u7684\u7c7b\u578b\uff08\u4ec0\u4e48\u6b65\u9aa4\u3001\u4ec0\u4e48\u8282\u70b9\u3001\u4ec0\u4e48\u8fc7\u7a0b\uff09\uff0c\u4ee5\u4fbf\u4e8e\u53cd\u9988\u7ed9\u7528\u6237 Agent \u5728\u505a\u4ec0\u4e48\u3002<br \/>2.4 \u6267\u884c\u7b56\u7565\uff0802\uff09<\/p>\n<p><img decoding=\"async\"   referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000047319184\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><\/p>\n<p>\u8fd9\u662f\u5176\u4e2d\u7684\u4e00\u79cd Ai Agent \u6267\u884c\u7b56\u7565\u65b9\u5f0f\uff0c\u901a\u8fc7\u7528\u6237\u7684\u63d0\u95ee\u8fdb\u884c\u5206\u6790\u3001\u89c4\u5212\u3001\u5217\u51fa\u6267\u884c\u6b65\u9aa4\uff0c\u4e4b\u540e\u4f9d\u6b21\u6267\u884c\u3002\u6240\u6709\u7684\u8fd9\u4e9b\u5b9e\u73b0\u90fd\u6709\u76f8\u5e94\u7684\u4ee3\u7801\uff0c\u5e26\u7740\u5927\u5bb6\u4f7f\u7528\u89c4\u5219\u6811\u6846\u67b6\u6e05\u6670\u7684\u5b9e\u73b0\u51fa\u6765\u3002<br \/>\u8bfe\u7a0b\u8d44\u6599\u4fe1\u606f<\/p>\n<ol>\n<li>\u8bfe\u7a0b\u76ee\u5f55<br \/>\u7b2c1\u9636\u6bb5 spring-ai v0.8.1 &#8211; RAG \u9759\u6001\u77e5\u8bc6\u5e93\uff08\u672c\u9636\u6bb5\uff0c\u9700\u8981\u914d\u7f6e\u9644\u4ef6\u7684 setting.xml\uff09<\/li>\n<\/ol>\n<p>\u7b2c1\u8282\uff1a\u5173\u4e8e AI RAG \u77e5\u8bc6\u5e93\u9879\u76ee\u4ecb\u7ecd\u7b2c2\u8282\uff1a\u521d\u59cb\u5316\u77e5\u8bc6\u5e93\u5de5\u7a0b&#038;\u63d0\u4ea4\u4ee3\u7801\u7b2c3\u8282\uff1aOllama DeepSeek \u6d41\u5f0f\u5e94\u7b54\u63a5\u53e3&#8230;\u7b2c4\u8282\uff1aOllama DeepSeek \u6d41\u5f0f\u5e94\u7b54\u9875\u9762&#8230;\u7b2c5\u8282\uff1aOllama RAG \u77e5\u8bc6\u5e93\u4e0a\u4f20\u3001\u89e3\u6790\u548c\u9a8c\u8bc1\u7b2c6\u8282\uff1aOllama RAG \u77e5\u8bc6\u5e93\u63a5\u53e3\u670d\u52a1\u5b9e\u73b0\u7b2c7\u8282\uff1a\u57fa\u4e8eAI\u5de5\u5177\uff0c\u8bbe\u8ba1\u77e5\u8bc6\u5e93UI\u548c\u63a5\u53e3\u5bf9\u63a5\u7b2c8\u8282\uff1aGit\u4ed3\u5e93\u4ee3\u7801\u5e93\u89e3\u6790\u5230\u77e5\u8bc6\u5e93\u7b2c9\u8282\uff1a\u6269\u5c55OpenAI\u6a21\u578b\u5bf9\u63a5\uff0c\u4ee5\u53ca\u5b8c\u6574AI\u5bf9\u63a5\u7b2c10\u8282\uff1a\u4e91\u670d\u52a1\u5668\u90e8\u7f72\u77e5\u8bc6\u5e93\uff08Docker\u3001Ngin&#8230;<br \/>\u7b2c2\u9636\u6bb5 spring-ai v1.0.0 &#8211; MCP \u52a8\u6001\u77e5\u8bc6\u5e93<\/p>\n<p>\u7b2c11\u8282\uff1a\u5403\u4e0a\u7ec6\u7ce0\uff0c\u5347\u7ea7SpringAI\u6846\u67b6\u7b2c12\u8282\uff1a\u5eb7\u5e84\u5927\u9053\uff0c\u4e0a\u624b AI MCP \u5de5\u4f5c&#8230;\u7b2c13\u8282\uff0c\u9053\u5c71\u5b66\u6d77\uff0c\u5b9e\u73b0MCP\u81ea\u52a8\u53d1\u5e16\u670d\u52a1\uff08&#8230;\u7b2c14\u8282\uff0c\u6d77\u7eb3\u767e\u5ddd\uff0c\u4e0a\u7ebfMCP\u81ea\u52a8\u53d1\u5e16\u670d\u52a1\u7b2c15\u8282\uff0c\u5ddd\u6d41\u4e0d\u606f\uff0c\u5b9e\u73b0MCP\u5fae\u4fe1\u516c\u4f17\u53f7\u6d88\u606f\u901a\u77e5\u670d\u52a1\u7b2c16\u8282\uff1a\u606f\u606f\u76f8\u901a\uff0cMCP \u670d\u52a1\u90e8\u7f72\u4e0a\u7ebf\uff08sse \u6a21\u5f0f\uff09<br \/>\u7b2c3\u9636\u6bb5 spring-ai v1.0.0 &#8211; Ai Agent \u8fdb\u884c\u4e2d\u300c\u5982\u679c\u7740\u6025\u9762\u8bd5\uff0c\u53ef\u4ee5\u76f4\u63a5\u505a3\u9636\u6bb5\uff0c\u5b8c\u6210\u523013\u8282\u5f88\u591f\u9762\u8bd5\u5566\u300d<\/p>\n<p>\u7b2c3-0\u8282\uff1aAi Agent \u9879\u76ee\u4ecb\u7ecd\u548c\u7cfb\u7edf\u6f14\u793a\u3010\u6700\u521d\u7248\u672c\uff0c\u542b\u5b8c\u6574\u4ee3\u7801\u3011\u7b2c3-1\u8282\uff0cAi Agent 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start=\"2\">\n<li>\u7f16\u7a0b\u73af\u5883<\/li>\n<\/ol>\n<p>JDK 17 ~ 21PostgresqlSpringBoot 3.2.3 &#8211; Spring AI 0.8.1 ~ 1.0.0+RedisDockerOllama + DeepSeek + GPU -RAG\u3001MCP\u3001Function Call<\/p>\n<p>\u7efc\u4e0a\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u6b64\u5957\u9879\u76ee\u7684\u5b8c\u6574\u7684\u4ecb\u7ecd\uff0c\u8fd9\u4e9b\u4e5f\u90fd\u662f\u4f01\u4e1a\u91cc\u975e\u5e38\u5b9e\u7528\u7684\u6280\u80fd\u79ef\u7d2f\u3002\u6709\u5e0c\u671b\u63d0\u9ad8\u81ea\u5df1\u7684\u7f16\u7a0b\u80fd\u529b\u548c\u9762\u8bd5\u6750\u6599\u7684\uff0c\u53ef\u4ee5\u9a6c\u4e0a\u52a0\u5165\u5b66\u4e60\u3002<\/p>\n<p>\u975e\u5e38\u5212\u7b97\u54e6\uff01<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000047319172\">https:\/\/segmentfault.com\/a\/1190000047319172<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u5c0f\u5085\u54e5\u535a\u5ba2\uff1ahttps:\/\/bugstack.cn \u6c89\u6dc0\u3001\u5206\u4eab\u3001\u6210\u957f\uff0c\u8ba9\u81ea\u5df1\u548c\u4ed6\u4eba\u90fd\u80fd\u6709\u6240\u6536\u83b7\uff01\ud83d\ude04 \u5927\u5bb6 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10021034","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10021034","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10021034"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10021034\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10021034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10021034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10021034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}