{"id":55671,"date":"2025-08-14T07:04:49","date_gmt":"2025-08-13T23:04:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/55671.html"},"modified":"2025-08-14T07:04:49","modified_gmt":"2025-08-13T23:04:49","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%8f%91-%e5%9f%ba%e4%ba%8espring-ai-%e7%9a%84-mcp-server-%e5%bc%80%e5%8f%91%ef%bc%88%e4%b8%ad%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/55671.html","title":{"rendered":"\u5927\u6a21\u578b\u5f00\u53d1 - \u57fa\u4e8eSpring AI \u7684 MCP Server \u5f00\u53d1\uff08\u4e2d\uff09"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>Pre<\/li>\n<li>\u6982\u8ff0<\/li>\n<li>MCP\u534f\u8bae&#xff1a;\u4e3aAI\u5e94\u7528\u8fde\u63a5\u5916\u90e8\u4e16\u754c\u7684\u6865\u6881<\/li>\n<li>MCP Server&#xff1a;\u4e0a\u4e0b\u6587\u4e0e\u80fd\u529b\u7684\u63d0\u4f9b\u8005<\/li>\n<li>\u57fa\u4e8eSpring AI 1.0.0\u7684\u5f00\u53d1\u4e4b\u8def<\/li>\n<li>\n<ul>\n<li>1. \u4f7f\u7528Spring AI\u6784\u5efaMCP\u5ba2\u6237\u7aef<\/li>\n<li>2. \u4f7f\u7528Spring AI\u6784\u5efaMCP\u670d\u52a1\u5668<\/li>\n<\/ul>\n<\/li>\n<li>\u5b9e\u6218&#xff1a;\u6784\u5efa\u57fa\u4e8eSpring AI\u7684MCP\u56fe\u4e66\u7ba1\u7406\u7cfb\u7edf<\/li>\n<li>\n<ul>\n<li>\u6838\u5fc3\u7ec4\u4ef6\u5206\u6790<\/li>\n<li>\n<ul>\n<li>1. \u9879\u76ee\u4f9d\u8d56\u914d\u7f6e<\/li>\n<li>2. \u6570\u636e\u6a21\u578b\u8bbe\u8ba1<\/li>\n<li>3. \u4e1a\u52a1\u670d\u52a1\u5b9e\u73b0<\/li>\n<li>4. MCP\u914d\u7f6e<\/li>\n<li>5. \u5e94\u7528\u914d\u7f6e<\/li>\n<\/ul>\n<\/li>\n<li>\u529f\u80fd\u4eae\u70b9<\/li>\n<li>\n<ul>\n<li>1. \u591a\u7ef4\u5ea6\u56fe\u4e66\u67e5\u8be2<\/li>\n<li>2. \u667a\u80fd\u5316\u63a8\u8350<\/li>\n<li>3. AI\u5de5\u5177\u96c6\u6210<\/li>\n<\/ul>\n<\/li>\n<li>\u4f7f\u7528\u573a\u666f<\/li>\n<li>\u5c0f\u7ed3<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813230446-689d1a0e81453.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>Pre<\/h2>\n<p>\u5927\u6a21\u578b\u5f00\u53d1 &#8211; \u57fa\u4e8eSpring AI \u501f\u52a9MCP Client \u901a\u8fc7STDIO\u548cSSE\u534f\u8bae\u8c03\u7528MCP Server &#xff08;\u4e0a&#xff09;<\/p>\n<hr \/>\n<h2>\u6982\u8ff0<\/h2>\n<p>\u81ea2024\u5e7411\u6708\u7531Anthropic\u516c\u53f8\u53d1\u5e03\u4ee5\u6765&#xff0c;\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae&#xff08;Model Context Protocol, MCP&#xff09;\u4f5c\u4e3a\u4e00\u9879\u5f00\u653e\u6807\u51c6&#xff0c;\u6b63\u8fc5\u901f\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df&#xff0c;\u7279\u522b\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u5e94\u7528\u5f00\u53d1\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u57fa\u77f3\u3002\u5b83\u65e8\u5728\u4e3aLLM\u5e94\u7528\u4e0e\u5916\u90e8\u6570\u636e\u6e90\u548c\u5de5\u5177\u4e4b\u95f4\u63d0\u4f9b\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u201c\u901a\u7528\u63a5\u53e3\u201d&#xff0c;\u4ece\u800c\u6253\u7834\u6a21\u578b\u4ec5\u80fd\u4f9d\u8d56\u5176\u5185\u90e8\u8bad\u7ec3\u6570\u636e\u7684\u5c40\u0103pad\u0103&#xff0c;\u4f7f\u5176\u80fd\u591f\u83b7\u53d6\u548c\u5229\u7528\u5b9e\u65f6\u3001\u52a8\u6001\u7684\u5916\u90e8\u4e16\u754c\u4fe1\u606f\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u6df1\u5165\u4ecb\u7ecdMCP\u534f\u8bae\u7684\u6838\u5fc3\u6982\u5ff5&#xff0c;\u91cd\u70b9\u89e3\u6790\u5176\u670d\u52a1\u5668&#xff08;MCP Server&#xff09;\u7684\u89d2\u8272\u4e0e\u529f\u80fd&#xff0c;\u5e76\u8fdb\u4e00\u6b65\u63a2\u8ba8\u5982\u4f55\u5229\u7528\u65e5\u8d8b\u6210\u719f\u7684Java AI\u5f00\u53d1\u6846\u67b6\u2014\u2014Spring AI 1.0.0&#xff0c;\u6765\u6784\u5efa\u652f\u6301MCP\u7684\u5e94\u7528\u3002<\/p>\n<hr \/>\n<h2>MCP\u534f\u8bae&#xff1a;\u4e3aAI\u5e94\u7528\u8fde\u63a5\u5916\u90e8\u4e16\u754c\u7684\u6865\u6881<\/h2>\n<p>MCP\u534f\u8bae\u7684\u6838\u5fc3\u601d\u60f3\u662f&#xff0c;\u5728LLM\u5e94\u7528&#xff08;\u5ba2\u6237\u7aef&#xff09;\u548c\u63d0\u4f9b\u4e0a\u4e0b\u6587\u4fe1\u606f\u3001\u5de5\u5177\u6216\u6570\u636e\u7684\u670d\u52a1&#xff08;\u670d\u52a1\u5668&#xff09;\u4e4b\u95f4\u5efa\u7acb\u4e00\u4e2a\u7edf\u4e00\u7684\u901a\u4fe1\u89c4\u8303\u3002\u8fd9\u6781\u5927\u5730\u7b80\u5316\u4e86\u96c6\u6210\u8fc7\u7a0b&#xff0c;\u5f00\u53d1\u8005\u4e0d\u518d\u9700\u8981\u4e3a\u6bcf\u4e00\u4e2a\u6570\u636e\u6e90\u6216API\u7f16\u5199\u5b9a\u5236\u5316\u7684\u8fde\u63a5\u4ee3\u7801&#xff0c;\u800c\u662f\u53ef\u4ee5\u9075\u5faa\u4e00\u4e2a\u901a\u7528\u7684\u534f\u8bae\u6807\u51c6\u3002<\/p>\n<p>MCP\u534f\u8bae\u7684\u4e3b\u8981\u6784\u6210\u4e0e\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u5f00\u653e\u6807\u51c6\u4e0e\u534f\u4f5c&#xff1a; \u7531Anthropic\u53d1\u8d77&#xff0c;\u5e76\u5f97\u5230\u4e86\u5305\u62ecOpenAI\u3001Google DeepMind\u548c\u5fae\u8f6f\u5728\u5185\u7684\u884c\u4e1a\u5de8\u5934\u652f\u6301&#xff0c;\u4fdd\u8bc1\u4e86\u5176\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u548c\u672a\u6765\u7684\u53d1\u5c55\u6f5c\u529b\u3002<\/li>\n<li>\u57fa\u4e8e\u6210\u719f\u6280\u672f&#xff1a; MCP\u5728\u8bbe\u8ba1\u4e0a\u501f\u9274\u4e86\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae&#xff08;Language Server Protocol, LSP&#xff09;&#xff0c;\u5e76\u91c7\u7528JSON-RPC 2.0\u4f5c\u4e3a\u5176\u6d88\u606f\u4f20\u8f93\u683c\u5f0f&#xff0c;\u53ef\u901a\u8fc7stdio\u3001HTTP&#xff08;\u652f\u6301Server-Sent Events&#xff09;\u7b49\u591a\u79cd\u65b9\u5f0f\u8fdb\u884c\u4f20\u8f93\u3002<\/li>\n<li>\u6838\u5fc3\u6982\u5ff5&#xff1a;\n<ul>\n<li>\u4e3b\u673a&#xff08;Host&#xff09;&#xff1a; \u6307\u7684\u662fLLM\u5e94\u7528\u7a0b\u5e8f\u672c\u8eab&#xff0c;\u5b83\u8d1f\u8d23\u53d1\u8d77\u4e0eMCP\u670d\u52a1\u5668\u7684\u8fde\u63a5\u3002<\/li>\n<li>\u5ba2\u6237\u7aef&#xff08;Client&#xff09;&#xff1a; \u4f4d\u4e8e\u4e3b\u673a\u5e94\u7528\u5185\u90e8&#xff0c;\u662f\u5b9e\u73b0MCP\u901a\u4fe1\u7684\u5177\u4f53\u8fde\u63a5\u5668\u3002<\/li>\n<li>\u670d\u52a1\u5668&#xff08;Server&#xff09;&#xff1a; \u8d1f\u8d23\u63d0\u4f9b\u4e0a\u4e0b\u6587\u4fe1\u606f&#xff0c;\u662f\u5916\u90e8\u6570\u636e\u548c\u80fd\u529b\u7684\u63d0\u4f9b\u8005\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5b89\u5168\u4e0e\u9690\u79c1&#xff1a; \u534f\u8bae\u5728\u8bbe\u8ba1\u4e0a\u5f3a\u8c03\u4e86\u7528\u6237\u6388\u6743\u548c\u63a7\u5236&#xff0c;\u8981\u6c42\u5728\u8bbf\u95ee\u7528\u6237\u6570\u636e\u6216\u6267\u884c\u64cd\u4f5c\u524d\u5fc5\u987b\u83b7\u5f97\u660e\u786e\u7684\u7528\u6237\u540c\u610f&#xff0c;\u5e76\u63d0\u4f9b\u4e86\u76f8\u5e94\u7684\u5b89\u5168\u6307\u5bfc\u539f\u5219\u3002<\/li>\n<\/ul>\n<h2>MCP Server&#xff1a;\u4e0a\u4e0b\u6587\u4e0e\u80fd\u529b\u7684\u63d0\u4f9b\u8005<\/h2>\n<p>\u5728MCP\u751f\u6001\u4e2d&#xff0c;MCP Server\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\u3002\u5b83\u662f\u4e00\u4e2a\u9075\u5faaMCP\u89c4\u8303\u7684\u670d\u52a1&#xff0c;\u5176\u4e3b\u8981\u804c\u8d23\u662f\u5411MCP\u5ba2\u6237\u7aef&#xff08;\u5373LLM\u5e94\u7528&#xff09;\u66b4\u9732\u5176\u62e5\u6709\u7684\u8d44\u6e90\u548c\u80fd\u529b\u3002<\/p>\n<p>MCP Server\u63d0\u4f9b\u7684\u6838\u5fc3\u80fd\u529b&#xff1a;<\/p>\n<li>\n<p>\u8d44\u6e90&#xff08;Resources&#xff09;&#xff1a; \u670d\u52a1\u5668\u53ef\u4ee5\u63d0\u4f9b\u7c7b\u4f3c\u6587\u4ef6\u7684\u53ea\u8bfb\u6570\u636e\u3002\u8fd9\u53ef\u4ee5\u662f\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u7684\u6587\u4ef6\u3001\u6570\u636e\u5e93\u67e5\u8be2\u7ed3\u679c\u3001API\u54cd\u5e94\u5185\u5bb9\u7b49\u3002LLM\u5e94\u7528\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u5316\u7684\u8bf7\u6c42\u6765\u8bfb\u53d6\u8fd9\u4e9b\u8d44\u6e90&#xff0c;\u4ece\u800c\u83b7\u5f97\u56de\u7b54\u95ee\u9898\u6216\u6267\u884c\u4efb\u52a1\u6240\u9700\u7684\u80cc\u666f\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p>\u5de5\u5177&#xff08;Tools&#xff09;&#xff1a; \u8fd9\u662fMCP Server\u6700\u5f3a\u5927\u7684\u529f\u80fd\u4e4b\u4e00\u3002\u670d\u52a1\u5668\u53ef\u4ee5\u5b9a\u4e49\u4e00\u7cfb\u5217\u53ef\u4f9bLLM\u8c03\u7528\u7684\u51fd\u6570\u6216\u65b9\u6cd5\u3002\u4f8b\u5982&#xff0c;\u4e00\u4e2aMCP Server\u53ef\u4ee5\u63d0\u4f9b\u201c\u53d1\u9001\u90ae\u4ef6\u201d\u3001\u201c\u67e5\u8be2\u8ba2\u5355\u72b6\u6001\u201d\u3001\u201c\u6267\u884c\u4ee3\u7801\u201d\u7b49\u5de5\u5177\u3002\u5f53LLM\u5728\u5176\u63a8\u7406\u8fc7\u7a0b\u4e2d\u5224\u65ad\u9700\u8981\u4f7f\u7528\u67d0\u4e2a\u5de5\u5177\u65f6&#xff0c;\u5b83\u4f1a\u5411\u670d\u52a1\u5668\u53d1\u8d77\u4e00\u4e2a\u5de5\u5177\u8c03\u7528\u8bf7\u6c42&#xff0c;\u670d\u52a1\u5668\u6267\u884c\u76f8\u5e94\u7684\u529f\u80fd\u540e\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9LLM\u3002\u8fd9\u6781\u5927\u5730\u6269\u5c55\u4e86LLM\u7684\u5e94\u7528\u573a\u666f&#xff0c;\u4f7f\u5176\u4ece\u4e00\u4e2a\u201c\u5bf9\u8bdd\u8005\u201d\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u201c\u884c\u52a8\u8005\u201d\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d0\u793a&#xff08;Prompts&#xff09;&#xff1a; \u670d\u52a1\u5668\u8fd8\u53ef\u4ee5\u63d0\u4f9b\u9884\u5b9a\u4e49\u7684\u3001\u53ef\u590d\u7528\u7684\u63d0\u793a\u6a21\u677f\u3002\u8fd9\u4e9b\u6a21\u677f\u53ef\u4ee5\u5305\u542b\u53c2\u6570&#xff0c;\u5141\u8bb8LLM\u5e94\u7528\u52a8\u6001\u5730\u751f\u6210\u66f4\u590d\u6742\u3001\u66f4\u5177\u9488\u5bf9\u6027\u7684\u6307\u4ee4\u3002\u8fd9\u6709\u52a9\u4e8e\u63d0\u9ad8\u4e0e\u6a21\u578b\u4ea4\u4e92\u7684\u6548\u7387\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<p>MCP Server\u7684\u5b9e\u73b0\u4e0e\u90e8\u7f72&#xff1a;<\/p>\n<p>MCP Server\u7684\u5b9e\u73b0\u662f\u591a\u6837\u5316\u7684\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u5b98\u65b9\u6216\u793e\u533a\u63d0\u4f9b\u7684SDK&#xff08;\u76ee\u524d\u5df2\u6709Go, C#, Rust, TypeScript\u7b49\u7248\u672c&#xff09;\u6765\u6784\u5efa\u81ea\u5df1\u7684\u670d\u52a1\u5668\u3002\u6839\u636e\u90e8\u7f72\u9700\u6c42&#xff0c;\u670d\u52a1\u5668\u53ef\u4ee5&#xff1a;<\/p>\n<ul>\n<li>\u4ee5\u5b50\u8fdb\u7a0b&#xff08;stdio&#xff09;\u5f62\u5f0f\u8fd0\u884c&#xff1a; \u9002\u7528\u4e8e\u672c\u5730\u5f00\u53d1\u6216\u684c\u9762\u5e94\u7528\u96c6\u6210&#xff0c;\u670d\u52a1\u5668\u4e0e\u4e3b\u5e94\u7528\u5728\u540c\u4e00\u53f0\u673a\u5668\u4e0a\u8fd0\u884c\u3002<\/li>\n<li>\u4ee5\u8fdc\u7a0b\u670d\u52a1&#xff08;HTTP\/SSE&#xff09;\u5f62\u5f0f\u8fd0\u884c&#xff1a; \u8fd9\u662f\u66f4\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u5f0f&#xff0c;\u670d\u52a1\u5668\u4f5c\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684Web\u670d\u52a1\u8fd0\u884c&#xff0c;\u53ef\u901a\u8fc7URL\u88ab\u591a\u4e2a\u5ba2\u6237\u7aef\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<p>\u5fae\u8f6f\u7684Copilot Studio\u7b49\u4ea7\u54c1\u5df2\u7ecf\u96c6\u6210\u4e86\u5bf9MCP\u7684\u652f\u6301&#xff0c;\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u8fde\u63a5\u5230\u5916\u90e8\u7684MCP\u670d\u52a1\u5668&#xff0c;\u5e76\u5c06\u5176\u63d0\u4f9b\u7684\u5de5\u5177\u65e0\u7f1d\u5730\u96c6\u6210\u5230\u81ea\u5df1\u7684AI\u52a9\u624b\u4e2d\u3002<\/p>\n<h2>\u57fa\u4e8eSpring AI 1.0.0\u7684\u5f00\u53d1\u4e4b\u8def<\/h2>\n<p>Spring AI\u4f5c\u4e3aSpring\u751f\u6001\u7cfb\u7edf\u7684\u4e00\u90e8\u5206&#xff0c;\u65e8\u5728\u7b80\u5316Java\u5f00\u53d1\u8005\u6784\u5efaAI\u5e94\u7528\u7684\u590d\u6742\u6027\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u5957\u9ad8\u7ea7API&#xff0c;\u7528\u4e8e\u4e0e\u5404\u79cd\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4ea4\u4e92&#xff0c;\u5e76\u96c6\u6210\u4e86\u5411\u91cf\u6570\u636e\u5e93\u3001ETL\u6846\u67b6\u7b49\u5e38\u7528\u5de5\u5177\u3002<\/p>\n<p>\u5c3d\u7ba1\u5728\u5f53\u524d\u65f6\u95f4\u70b9&#xff08;2025\u5e748\u6708&#xff09;&#xff0c;Spring AI\u4e0eMCP\u534f\u8bae\u4e4b\u95f4\u5c1a\u672a\u51fa\u73b0\u5b98\u65b9\u7684\u3001\u5f00\u7bb1\u5373\u7528\u7684\u76f4\u63a5\u96c6\u6210&#xff0c;\u4f46\u8fd9\u5e76\u4e0d\u59a8\u788d\u6211\u4eec\u5229\u7528Spring AI\u7684\u5f3a\u5927\u529f\u80fd\u6765\u5f00\u53d1\u4e00\u4e2a\u7b26\u5408MCP\u89c4\u8303\u7684\u5e94\u7528\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u626e\u6f14MCP\u5ba2\u6237\u7aef\u6216MCP\u670d\u52a1\u5668\u7684\u89d2\u8272\u3002<\/p>\n<h3>1. \u4f7f\u7528Spring AI\u6784\u5efaMCP\u5ba2\u6237\u7aef<\/h3>\n<p>\u5f53\u4f60\u7684Java\u5e94\u7528\u9700\u8981\u8fde\u63a5\u4e00\u4e2a\u5df2\u6709\u7684MCP\u670d\u52a1\u5668\u65f6&#xff0c;\u4f60\u53ef\u4ee5\u5229\u7528Spring AI\u7684\u6838\u5fc3\u80fd\u529b\u6765\u6d88\u8d39MCP\u670d\u52a1\u3002<\/p>\n<p>\u5f00\u53d1\u6b65\u9aa4\u6982\u89c8&#xff1a;<\/p>\n<li>\n<p>\u7406\u89e3MCP\u901a\u4fe1&#xff1a; \u9996\u5148\u9700\u8981\u719f\u6089MCP\u7684JSON-RPC 2.0\u6d88\u606f\u683c\u5f0f\u548c\u901a\u4fe1\u6d41\u7a0b\u3002\u4f60\u9700\u8981\u77e5\u9053\u5982\u4f55\u6784\u5efa\u521d\u59cb\u5316\u8bf7\u6c42\u3001\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\u7b49\u3002<\/p>\n<\/li>\n<li>\n<p>HTTP\u5ba2\u6237\u7aef\u5b9e\u73b0&#xff1a; \u4f7f\u7528Spring\u6846\u67b6\u4e2d\u5f3a\u5927\u7684WebClient\u6216RestClient\u6765\u4e0e\u8fdc\u7a0b\u7684MCP Server&#xff08;\u901a\u5e38\u662fHTTP\u670d\u52a1&#xff09;\u8fdb\u884c\u901a\u4fe1\u3002\u4f60\u9700\u8981\u624b\u52a8\u6784\u5efa\u7b26\u5408MCP\u89c4\u8303\u7684JSON\u8bf7\u6c42\u4f53&#xff0c;\u5e76\u89e3\u6790\u670d\u52a1\u5668\u8fd4\u56de\u7684JSON\u54cd\u5e94\u3002<\/p>\n<\/li>\n<li>\n<p>\u96c6\u6210Spring AI ChatClient&#xff1a; \u4f60\u7684\u5e94\u7528\u6838\u5fc3\u90e8\u5206\u53ef\u80fd\u4ecd\u5728\u4f7f\u7528Spring AI\u7684ChatClient\u4e0eLLM\u8fdb\u884c\u4ea4\u4e92\u3002\u5f53ChatClient\u8fd4\u56de\u7684AssistantMessage\u8868\u660e\u9700\u8981\u8c03\u7528\u4e00\u4e2a\u5916\u90e8\u5de5\u5177\u65f6&#xff0c;\u4f60\u7684\u4ee3\u7801\u9700\u8981&#xff1a;<\/p>\n<ul>\n<li>\u89e3\u6790\u51fa\u9700\u8981\u8c03\u7528\u7684\u5de5\u5177\u540d\u79f0\u548c\u53c2\u6570\u3002<\/li>\n<li>\u5224\u65ad\u8be5\u5de5\u5177\u662f\u5426\u7531\u67d0\u4e2a\u5df2\u8fde\u63a5\u7684MCP Server\u63d0\u4f9b\u3002<\/li>\n<li>\u901a\u8fc7\u524d\u8ff0\u7684HTTP\u5ba2\u6237\u7aef&#xff0c;\u5411\u5bf9\u5e94\u7684MCP Server\u53d1\u8d77\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\u3002<\/li>\n<li>\u5c06MCP Server\u8fd4\u56de\u7684\u7ed3\u679c\u5305\u88c5\u6210Spring AI\u7684ToolResponseMessage&#xff0c;\u518d\u6b21\u63d0\u4ea4\u7ed9ChatClient&#xff0c;\u8ba9LLM\u6839\u636e\u5de5\u5177\u6267\u884c\u7ed3\u679c\u7ee7\u7eed\u751f\u6210\u56de\u5e94\u3002<\/li>\n<\/ul>\n<\/li>\n<hr \/>\n<h3>2. \u4f7f\u7528Spring AI\u6784\u5efaMCP\u670d\u52a1\u5668<\/h3>\n<p>\u5f53\u4f60\u60f3\u5c06\u4f60\u7684Java\u5e94\u7528\u6240\u62e5\u6709\u7684\u6570\u636e\u6216\u80fd\u529b\u901a\u8fc7MCP\u534f\u8bae\u66b4\u9732\u51fa\u53bb\u65f6&#xff0c;\u4f60\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2aMCP Server\u3002<\/p>\n<p>\u5f00\u53d1\u6b65\u9aa4\u6982\u89c8&#xff1a;<\/p>\n<li>\n<p>\u521b\u5efaSpring Boot\u5e94\u7528&#xff1a; \u4f7f\u7528Spring Boot\u5feb\u901f\u642d\u5efa\u4e00\u4e2aWeb\u670d\u52a1&#xff0c;\u8fd9\u5c06\u662f\u4f60\u7684MCP Server\u7684\u57fa\u7840\u3002<\/p>\n<\/li>\n<li>\n<p>\u5b9a\u4e49MCP\u7684API\u7aef\u70b9&#xff1a; \u6839\u636eMCP\u89c4\u8303&#xff0c;\u521b\u5efa\u5904\u7406JSON-RPC\u8bf7\u6c42\u7684Controller\u3002\u4f60\u9700\u8981\u5b9e\u73b0\u5982initialize\u3001tool\/run\u7b49\u6838\u5fc3\u7aef\u70b9\u3002<\/p>\n<\/li>\n<li>\n<p>\u5229\u7528Spring AI\u5b9e\u73b0\u5de5\u5177\u529f\u80fd&#xff1a; \u8fd9\u662f\u5c06Spring AI\u4e0eMCP Server\u7ed3\u5408\u7684\u5173\u952e\u3002\u4f60\u7684MCP Server\u6240\u66b4\u9732\u7684\u201c\u5de5\u5177\u201d&#xff0c;\u5176\u5185\u90e8\u903b\u8f91\u53ef\u4ee5\u5b8c\u5168\u7531Spring AI\u6765\u9a71\u52a8\u3002<\/p>\n<ul>\n<li>\u793a\u4f8b&#xff1a;\u521b\u5efa\u4e00\u4e2a\u201c\u667a\u80fd\u6587\u6863\u95ee\u7b54\u201d\u5de5\u5177\n<ul>\n<li>\u5de5\u5177\u5b9a\u4e49&#xff1a; \u5728\u4f60\u7684MCP Server\u4e2d&#xff0c;\u4f60\u4f1a\u5411\u5ba2\u6237\u7aef\u58f0\u660e\u4e00\u4e2a\u540d\u4e3aaskDocument\u7684\u5de5\u5177&#xff0c;\u5b83\u63a5\u53d7\u4e00\u4e2aquestion\u4f5c\u4e3a\u53c2\u6570\u3002<\/li>\n<li>\u5185\u90e8\u5b9e\u73b0&#xff1a; \u5f53\u6536\u5230tool\/run\u8bf7\u6c42\u8c03\u7528askDocument\u65f6&#xff0c;\u4f60\u7684Spring Boot\u5e94\u7528\u4f1a&#xff1a;\n<li>\u4f7f\u7528Spring AI\u7684VectorStore\u63a5\u53e3&#xff0c;\u5c06\u7528\u6237\u7684question\u8fdb\u884c\u5411\u91cf\u5316&#xff0c;\u5e76\u5728\u4f60\u9884\u5148\u52a0\u8f7d\u597d\u7684\u6587\u6863\u5411\u91cf\u5e93\u4e2d\u8fdb\u884c\u76f8\u4f3c\u6027\u641c\u7d22&#xff0c;\u68c0\u7d22\u51fa\u6700\u76f8\u5173\u7684\u6587\u6863\u7247\u6bb5\u3002<\/li>\n<li>\u5c06\u8fd9\u4e9b\u76f8\u5173\u7684\u6587\u6863\u7247\u6bb5\u4f5c\u4e3a\u4e0a\u4e0b\u6587&#xff0c;\u8fde\u540c\u7528\u6237\u7684\u539f\u59cb\u95ee\u9898&#xff0c;\u4e00\u8d77\u6784\u5efa\u6210\u4e00\u4e2a\u66f4\u4e30\u5bcc\u7684\u63d0\u793a&#xff08;Prompt&#xff09;\u3002<\/li>\n<li>\u8c03\u7528Spring AI\u7684ChatClient&#xff0c;\u5c06\u8fd9\u4e2a\u4e30\u5bcc\u7684\u63d0\u793a\u53d1\u9001\u7ed9LLM&#xff08;\u5982GPT-4, Claude 3\u7b49&#xff09;\u3002<\/li>\n<li>\u5c06LLM\u8fd4\u56de\u7684\u7b54\u6848\u4f5c\u4e3aaskDocument\u5de5\u5177\u7684\u6267\u884c\u7ed3\u679c&#xff0c;\u901a\u8fc7MCP\u7684\u54cd\u5e94\u683c\u5f0f\u8fd4\u56de\u7ed9\u5ba2\u6237\u7aef\u3002<\/li>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f&#xff0c;\u4f60\u5c06Spring AI\u5728\u6587\u6863\u68c0\u7d22\u3001\u4e0eLLM\u4ea4\u4e92\u7b49\u65b9\u9762\u7684\u80fd\u529b&#xff0c;\u5c01\u88c5\u6210\u4e86\u4e00\u4e2a\u7b26\u5408MCP\u6807\u51c6\u7684\u3001\u53ef\u88ab\u4efb\u4f55MCP\u5ba2\u6237\u7aef\u8c03\u7528\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n<hr \/>\n<h2>\u5b9e\u6218&#xff1a;\u6784\u5efa\u57fa\u4e8eSpring AI\u7684MCP\u56fe\u4e66\u7ba1\u7406\u7cfb\u7edf<\/h2>\n<p>\u8be5\u9879\u76ee\u662f\u4e00\u4e2a\u57fa\u4e8eSpring Boot\u7684MCP\u670d\u52a1\u5668\u5b9e\u73b0&#xff0c;\u4e13\u95e8\u7528\u4e8e\u56fe\u4e66\u7ba1\u7406\u3002\u901a\u8fc7Spring AI\u7684MCP\u529f\u80fd&#xff0c;\u6211\u4eec\u53ef\u4ee5\u5c06\u56fe\u4e66\u670d\u52a1\u4e2d\u7684\u5404\u79cd\u67e5\u8be2\u65b9\u6cd5\u66b4\u9732\u4e3aAI\u6a21\u578b\u53ef\u4ee5\u8c03\u7528\u7684\u5de5\u5177&#xff0c;\u4ece\u800c\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u56fe\u4e66\u67e5\u8be2\u548c\u63a8\u8350\u529f\u80fd\u3002<\/p>\n<h3>\u6838\u5fc3\u7ec4\u4ef6\u5206\u6790<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250813230446-689d1a0e9b9bf.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>1. \u9879\u76ee\u4f9d\u8d56\u914d\u7f6e<\/h4>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.ai<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-starter-mcp-server-webmvc<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>\u9879\u76ee\u4f7f\u7528\u4e86spring-ai-starter-mcp-server-webmvc\u4f9d\u8d56&#xff0c;\u8fd9\u662fSpring AI\u63d0\u4f9b\u7684MCP\u670d\u52a1\u5668WebMVC\u7248\u672c\u7684starter&#xff0c;\u5b83\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u6784\u5efaMCP\u670d\u52a1\u5668\u6240\u9700\u7684\u6838\u5fc3\u529f\u80fd\u3002<\/p>\n<h4>2. \u6570\u636e\u6a21\u578b\u8bbe\u8ba1<\/h4>\n<p>Book\u5b9e\u4f53\u7c7b\u5b9a\u4e49\u4e86\u56fe\u4e66\u7684\u57fa\u672c\u4fe1\u606f&#xff1a;<\/p>\n<p><span class=\"token annotation punctuation\">&#064;Data<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;AllArgsConstructor<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;NoArgsConstructor<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Book<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> title<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> category<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> author<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">LocalDate<\/span> publicationDate<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> isbn<span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>3. \u4e1a\u52a1\u670d\u52a1\u5b9e\u73b0<\/h4>\n<p>BookService\u7c7b\u5305\u542b\u4e86\u4e30\u5bcc\u7684\u56fe\u4e66\u67e5\u8be2\u529f\u80fd&#xff0c;\u6bcf\u4e2a\u65b9\u6cd5\u90fd\u4f7f\u7528\u4e86&#064;Tool\u6ce8\u89e3\u6807\u8bb0&#xff0c;\u4f7f\u5176\u53ef\u4ee5\u4f5c\u4e3aMCP\u5de5\u5177\u88abAI\u6a21\u578b\u8c03\u7528&#xff1a;<\/p>\n<ul>\n<li>findBooksByTitle: \u6839\u636e\u4e66\u540d\u6a21\u7cca\u67e5\u8be2<\/li>\n<li>findBooksByAuthor: \u6839\u636e\u4f5c\u8005\u7cbe\u786e\u67e5\u8be2<\/li>\n<li>findBooksByCategory: \u6839\u636e\u5206\u7c7b\u67e5\u8be2<\/li>\n<li>findBooksByISBN: \u6839\u636eISBN\u67e5\u8be2<\/li>\n<li>findBooksByPublicationDateRange: \u6839\u636e\u51fa\u7248\u65e5\u671f\u8303\u56f4\u67e5\u8be2<\/li>\n<li>findBookRecommendations: \u56fe\u4e66\u63a8\u8350\u529f\u80fd<\/li>\n<li>getBookCategories: \u83b7\u53d6\u6240\u6709\u56fe\u4e66\u5206\u7c7b<\/li>\n<li>getPopularBooks: \u83b7\u53d6\u70ed\u95e8\u56fe\u4e66\u5217\u8868<\/li>\n<\/ul>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>service<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>entity<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Book<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Tool<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ToolParam<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Service<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>time<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">LocalDate<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Arrays<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">List<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span>stream<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Collectors<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Service<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">BookService<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBooksByTitle&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u4e66\u540d\u6a21\u7cca\u67e5\u8be2\u56fe\u4e66&#xff0c;\u652f\u6301\u90e8\u5206\u6807\u9898\u5339\u914d&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findBooksByTitle<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4e66\u540d\u5173\u952e\u8bcd&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> title<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBooksByTitle, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> title<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">findByTitleContaining<\/span><span class=\"token punctuation\">(<\/span>title<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBooksByAuthor&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u4f5c\u8005\u7cbe\u786e\u67e5\u8be2\u56fe\u4e66&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findBooksByAuthor<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4f5c\u8005\u59d3\u540d&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> author<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBooksByAuthor, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> author<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">findByAuthor<\/span><span class=\"token punctuation\">(<\/span>author<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBooksByCategory&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u56fe\u4e66\u5206\u7c7b\u7cbe\u786e\u67e5\u8be2\u56fe\u4e66&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findBooksByCategory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u56fe\u4e66\u5206\u7c7b&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> category<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBooksByCategory, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> category<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">findByCategory<\/span><span class=\"token punctuation\">(<\/span>category<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBooksByISBN&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636eISBN\u67e5\u8be2\u56fe\u4e66&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Book<\/span> <span class=\"token function\">findBooksByISBN<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u56fe\u4e66ISBN\u53f7\u7801&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> isbn<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBooksByISBN, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> isbn<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">findByISBN<\/span><span class=\"token punctuation\">(<\/span>isbn<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBooksByPublicationDateRange&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u51fa\u7248\u65e5\u671f\u8303\u56f4\u67e5\u8be2\u56fe\u4e66&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findBooksByPublicationDateRange<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u5f00\u59cb\u65e5\u671f (\u683c\u5f0f: yyyy-MM-dd)&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> startDate<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u7ed3\u675f\u65e5\u671f (\u683c\u5f0f: yyyy-MM-dd)&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> endDate<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBooksByPublicationDateRange, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> startDate <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u5230 &#034;<\/span> <span class=\"token operator\">&#043;<\/span> endDate<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">findByPublicationDateRange<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span>startDate<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">parse<\/span><span class=\"token punctuation\">(<\/span>endDate<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;findBookRecommendations&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u6307\u5b9a\u56fe\u4e66\u63a8\u8350\u76f8\u5173\u56fe\u4e66&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findBookRecommendations<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u56fe\u4e66ID&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">Long<\/span> bookId<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: findBookRecommendations, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> bookId<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">getRecommendations<\/span><span class=\"token punctuation\">(<\/span>bookId<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;getBookCategories&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u6240\u6709\u56fe\u4e66\u5206\u7c7b\u5217\u8868&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getBookCategories<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: getBookCategories&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">getAllCategories<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;getPopularBooks&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u70ed\u95e8\u56fe\u4e66\u5217\u8868&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getPopularBooks<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u8fd4\u56de\u56fe\u4e66\u6570\u91cf&#xff0c;\u9ed8\u8ba4\u4e3a5\u672c&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">int<\/span> limit<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&gt;&gt;&gt; \u8c03\u7528\u5de5\u5177: getPopularBooks, \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> limit<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">getPopularBooksList<\/span><span class=\"token punctuation\">(<\/span>limit<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/*<br \/>\n     * \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2<br \/>\n     *\/<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u6839\u636e\u4e66\u540d\u6a21\u7cca\u67e5\u8be2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByTitleContaining<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> title<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">-&gt;<\/span> book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getTitle<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">contains<\/span><span class=\"token punctuation\">(<\/span>title<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u6839\u636e\u4f5c\u8005\u67e5\u8be2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByAuthor<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> author<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">-&gt;<\/span> book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getAuthor<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>author<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u6839\u636e\u5206\u7c7b\u67e5\u8be2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByCategory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> category<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">-&gt;<\/span> book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getCategory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>category<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u6839\u636eISBN\u67e5\u8be2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">Book<\/span> <span class=\"token function\">findByISBN<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> isbn<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">-&gt;<\/span> book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getIsbn<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getIsbn<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>isbn<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u6839\u636e\u51fa\u7248\u65e5\u671f\u8303\u56f4\u67e5\u8be2<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByPublicationDateRange<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">LocalDate<\/span> startDate<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">LocalDate<\/span> endDate<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">-&gt;<\/span> <span class=\"token operator\">!<\/span>book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getPublicationDate<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isBefore<\/span><span class=\"token punctuation\">(<\/span>startDate<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getPublicationDate<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isAfter<\/span><span class=\"token punctuation\">(<\/span>endDate<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u83b7\u53d6\u63a8\u8350\u56fe\u4e66<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getRecommendations<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Long<\/span> bookId<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u7b80\u5355\u5b9e\u73b0&#xff1a;\u8fd4\u56de\u540c\u5206\u7c7b\u7684\u5176\u4ed6\u56fe\u4e66<\/span><br \/>\n        <span class=\"token class-name\">Book<\/span> book <span class=\"token operator\">&#061;<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>b <span class=\"token operator\">-&gt;<\/span> bookId<span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>b<span class=\"token punctuation\">.<\/span><span class=\"token function\">getId<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>book <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>b <span class=\"token operator\">-&gt;<\/span> <span class=\"token operator\">!<\/span>bookId<span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>b<span class=\"token punctuation\">.<\/span><span class=\"token function\">getId<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> b<span class=\"token punctuation\">.<\/span><span class=\"token function\">getCategory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>book<span class=\"token punctuation\">.<\/span><span class=\"token function\">getCategory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">limit<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">collect<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Collectors<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u83b7\u53d6\u6240\u6709\u5206\u7c7b<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getAllCategories<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Book<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">getCategory<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">distinct<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">sorted<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">collect<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Collectors<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u6a21\u62df\u6570\u636e\u5e93\u67e5\u8be2&#xff1a;\u83b7\u53d6\u70ed\u95e8\u56fe\u4e66<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getPopularBooksList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> limit<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u7b80\u5355\u5b9e\u73b0&#xff1a;\u8fd4\u56de\u524d\u51e0\u672c\u56fe\u4e66\u4f5c\u4e3a\u70ed\u95e8\u56fe\u4e66<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> sampleBooks<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">limit<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Math<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">max<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> limit<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token comment\">\/\/ \u786e\u4fdd\u81f3\u5c11\u8fd4\u56de1\u672c\u4e66<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">collect<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Collectors<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u51c6\u5907\u793a\u4f8b\u6570\u636e<\/span><br \/>\n    <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> sampleBooks <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Arrays<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asList<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Spring\u5b9e\u6218&#xff08;\u7b2c6\u7248&#xff09;&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Craig Walls&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2022<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">15<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115582247&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6df1\u5165\u7406\u89e3Java\u865a\u62df\u673a&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5468\u5fd7\u660e&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2019<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">12<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111641247&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">3L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Java\u7f16\u7a0b\u601d\u60f3&#xff08;\u7b2c4\u7248&#xff09;&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Bruce Eckel&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2007<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">6<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111213826&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">4L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7b97\u6cd5&#xff08;\u7b2c4\u7248&#xff09;&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8ba1\u7b97\u673a\u79d1\u5b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Robert Sedgewick&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2012<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115293800&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">5L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e91\u539f\u751f\u67b6\u6784&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u67b6\u6784\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5f20\u4e09&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2023<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">15<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9781234567890&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">6L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5fae\u670d\u52a1\u8bbe\u8ba1\u6a21\u5f0f&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u67b6\u6784\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5f20\u4e09&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2021<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9789876543210&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">7L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9886\u57df\u9a71\u52a8\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u67b6\u6784\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Eric Evans&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2010<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111214748&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">8L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9ad8\u6027\u80fdMySQL&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6570\u636e\u5e93&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Baron Schwartz&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2013<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">25<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111464747&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">9L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Redis\u5b9e\u6218&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6570\u636e\u5e93&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Josiah L. Carlson&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2015<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">9<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115419378&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">10L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6df1\u5165\u6d45\u51faDocker&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5bb9\u5668\u6280\u672f&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u674e\u56db&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2022<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">11<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787123456789&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">11L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Kubernetes\u6743\u5a01\u6307\u5357&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5bb9\u5668\u6280\u672f&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9f9a\u6b63\u7b49&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2023<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787121340123&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">12L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8bbe\u8ba1\u6a21\u5f0f&#xff1a;\u53ef\u590d\u7528\u9762\u5411\u5bf9\u8c61\u8f6f\u4ef6\u7684\u57fa\u7840&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Gang of Four&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2010<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115295571&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">13L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u91cd\u6784&#xff1a;\u6539\u5584\u65e2\u6709\u4ee3\u7801\u7684\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Martin Fowler&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2017<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">15<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115511055&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">14L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4ee3\u7801\u5927\u5168&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f16\u7a0b&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Steve McConnell&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2012<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">20<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115295572&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">15L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8ba1\u7b97\u673a\u7f51\u7edc&#xff1a;\u81ea\u9876\u5411\u4e0b\u65b9\u6cd5&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8ba1\u7b97\u673a\u79d1\u5b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;James F. Kurose&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2020<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111389030&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">16L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u64cd\u4f5c\u7cfb\u7edf\u6982\u5ff5&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8ba1\u7b97\u673a\u79d1\u5b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Abraham Silberschatz&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2019<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111295573&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  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number\">15<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111395574&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">18L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5927\u578b\u7f51\u7ad9\u6280\u672f\u67b6\u6784&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u67b6\u6784\u8bbe\u8ba1&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u674e\u667a\u6167&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2019<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">9<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787115295575&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">19L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;MongoDB\u5b9e\u6218&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6570\u636e\u5e93&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Kyle Banker&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2019<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">11<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111395576&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Book<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">20L<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6df1\u5165\u7406\u89e3Nginx&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Web\u670d\u52a1\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9676\u8f89&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">LocalDate<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">2021<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">7<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;9787111395577&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>4. MCP\u914d\u7f6e<\/h4>\n<p>McpServerConfig\u7c7b\u8d1f\u8d23\u5c06BookService\u4e2d\u7684\u5de5\u5177\u65b9\u6cd5\u6ce8\u518c\u5230MCP\u670d\u52a1\u5668&#xff1a;<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>mcp<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>service<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">BookService<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ToolCallbackProvider<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span>method<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">MethodToolCallbackProvider<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Bean<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Configuration<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">\/**<br \/>\n * MCP\u670d\u52a1\u5668\u914d\u7f6e\u7c7b&#xff0c;\u8d1f\u8d23\u6ce8\u518cMCP\u5de5\u5177<br \/>\n *\/<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;Configuration<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpServerConfig<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>  <span class=\"token comment\">\/**<br \/>\n   * \u6ce8\u518c\u5de5\u5177\u56de\u8c03\u63d0\u4f9b\u8005&#xff0c;\u5c06BookQueryService\u4e2d\u7684&#064;Tool\u65b9\u6cd5\u66b4\u9732\u4e3aMCP\u5de5\u5177<br \/>\n   *<br \/>\n   * &#064;param bookService \u56fe\u4e66\u670d\u52a1<br \/>\n   * &#064;return \u5de5\u5177\u56de\u8c03\u63d0\u4f9b\u8005<br \/>\n   *\/<\/span><br \/>\n  <span class=\"token annotation punctuation\">&#064;Bean<\/span><br \/>\n  <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">ToolCallbackProvider<\/span> <span class=\"token function\">bookToolCallbackProvider<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">BookService<\/span> bookService<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">MethodToolCallbackProvider<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">toolObjects<\/span><span class=\"token punctuation\">(<\/span>bookService<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token punctuation\">}<\/span><\/p>\n<h4>5. \u5e94\u7528\u914d\u7f6e<\/h4>\n<p>\u5728application.properties \u4e2d\u914d\u7f6e\u4e86MCP\u670d\u52a1\u5668\u7684\u76f8\u5173\u53c2\u6570&#xff1a;<\/p>\n<p># MCP\u670d\u52a1\u7aef\u5f00\u542f<br \/>\nspring.ai.mcp.server.enabled&#061;true<\/p>\n<p># MCP\u670d\u52a1\u7aef\u914d\u7f6e<br \/>\nspring.ai.mcp.server.name&#061;book-management-server<br \/>\nspring.ai.mcp.server.version&#061;1.0.0<br \/>\nspring.ai.mcp.server.type&#061;SYNC<br \/>\nspring.ai.mcp.server.sse-message-endpoint&#061;\/mcp\/message<\/p>\n<h3>\u529f\u80fd\u4eae\u70b9<\/h3>\n<h4>1. \u591a\u7ef4\u5ea6\u56fe\u4e66\u67e5\u8be2<\/h4>\n<p>\u7cfb\u7edf\u63d0\u4f9b\u4e86\u591a\u79cd\u56fe\u4e66\u67e5\u8be2\u65b9\u5f0f&#xff0c;\u5305\u62ec\u6309\u6807\u9898\u3001\u4f5c\u8005\u3001\u5206\u7c7b\u3001ISBN\u3001\u51fa\u7248\u65e5\u671f\u8303\u56f4\u7b49\u7ef4\u5ea6\u8fdb\u884c\u67e5\u8be2&#xff0c;\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u67e5\u8be2\u9700\u6c42\u3002<\/p>\n<h4>2. \u667a\u80fd\u5316\u63a8\u8350<\/h4>\n<p>\u901a\u8fc7findBookRecommendations 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