{"id":1676,"date":"2026-10-14T16:28:14","date_gmt":"2026-10-14T08:28:14","guid":{"rendered":"https:\/\/yunyanglib.cn\/?p=1676"},"modified":"2026-10-14T16:28:14","modified_gmt":"2026-10-14T08:28:14","slug":"%e3%80%90ai%e3%80%91agent-%e6%99%ba%e8%83%bd%e4%bd%93%e4%b8%8e%e5%b7%a5%e5%85%b7%e8%b0%83%e7%94%a8%ef%bc%9a%e4%bb%8e-react-%e5%88%b0-mcp","status":"publish","type":"post","link":"https:\/\/yunyanglib.cn\/?p=1676","title":{"rendered":"\u3010AI\u3011Agent \u667a\u80fd\u4f53\u4e0e\u5de5\u5177\u8c03\u7528\uff1a\u4ece ReAct \u5230 MCP"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u5f00\u7bc7\uff1aAgent \u8ba9\u6a21\u578b\u4ece&#8221;\u4f1a\u8bf4&#8221;\u5230&#8221;\u4f1a\u505a&#8221;<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u751f\u5927\u6a21\u578b\u53ea\u80fd\u8f93\u51fa\u6587\u672c\uff0c\u65e0\u6cd5\u64cd\u4f5c\u5916\u90e8\u7cfb\u7edf\u3002Agent \u667a\u80fd\u4f53\u4ee5\u5927\u6a21\u578b\u4e3a\u5927\u8111\uff0c\u628a<strong>\u601d\u8003\u51b3\u7b56<\/strong>\u4e0e<strong>\u5de5\u5177\u6267\u884c<\/strong>\u7ed3\u5408\u8d77\u6765\uff0c\u81ea\u4e3b\u611f\u77e5\u3001\u89c4\u5212\u3001\u8c03\u7528\u5de5\u5177\u3001\u591a\u6b65\u6267\u884c\uff0c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002\u8fd9\u4e00\u7bc7\u8986\u76d6 Agent \u6982\u5ff5\u3001ReAct \u8303\u5f0f\u3001\u4e3b\u6d41\u8303\u5f0f\u3001Tool Call \u4e0e MCP \u534f\u8bae\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c\u3001Agent \u667a\u80fd\u4f53<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">2.1 \u4ec0\u4e48\u662f Agent<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Agent\uff08\u667a\u80fd\u4f53\uff09\u662f\u4ee5\u5927\u6a21\u578b\u4f5c\u4e3a\u5927\u8111\uff0c\u80fd\u591f\u81ea\u4e3b\u611f\u77e5\u3001\u601d\u8003\u3001\u89c4\u5212\u3001\u8c03\u7528\u5de5\u5177\u3001\u591a\u6b65\u6267\u884c\uff0c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u7684\u7cfb\u7edf\u3002<\/strong>\u666e\u901a\u5927\u6a21\u578b\uff1a\u7528\u6237\u7ed9 Prompt\uff0c\u6a21\u578b\u76f4\u63a5\u8f93\u51fa\u7b54\u6848\uff0c\u5355\u8f6e\u3001\u4e0d\u4f1a\u81ea\u5df1\u884c\u52a8\u3002Agent\uff1a\u5927\u6a21\u578b\u4e0d\u5149\u751f\u6210\u6587\u5b57\uff0c\u8fd8\u4f1a\u505a\u601d\u8003\u5224\u65ad\u2014\u2014\u5206\u6790\u76ee\u6807 \u2192 \u62c6\u89e3\u5b50\u4efb\u52a1 \u2192 \u5224\u65ad\u8981\u4e0d\u8981\u8c03\u7528\u5de5\u5177 \u2192 \u6267\u884c\u5de5\u5177\u62ff\u5230\u7ed3\u679c \u2192 \u628a\u7ed3\u679c\u6c47\u603b\uff0c\u5faa\u73af\u591a\u6b65\u76f4\u5230\u5b8c\u6210\u6574\u4f53\u76ee\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u5927\u6a21\u578b\u505a\u601d\u8003\u51b3\u7b56\uff0c\u5916\u90e8\u5de5\u5177\u8d1f\u8d23\u52a8\u624b\u5e72\u6d3b\u3002<\/strong>\u5e38\u89c1\u5de5\u5177\u5305\u62ec\u641c\u7d22\u5f15\u64ce\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001\u4ee3\u7801\u6267\u884c\u3001API \u8c03\u7528\u3001\u6587\u4ef6\u8bfb\u5199\u7b49\u3002\u7ecf\u5178\u8303\u5f0f\u662f ReAct\uff08\u601d\u8003 + \u884c\u52a8\uff09\uff1aThink \u2192 Action \u2192 Observation \u2192 \u5faa\u73af\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"565\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-20-1024x565.png\" alt=\"\" class=\"wp-image-1677\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-20-1024x565.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-20-300x166.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-20-767x423.png 767w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-20.png 1071w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2.2 Agent \u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u89e3\u51b3\u5927\u6a21\u578b\u53ea\u4f1a&#8221;\u8bf4&#8221;\u4e0d\u4f1a&#8221;\u505a&#8221;\u7684\u95ee\u9898<\/strong>\uff1a\u539f\u751f\u5927\u6a21\u578b\u53ea\u80fd\u8f93\u51fa\u6587\u672c\uff0c\u4e0d\u80fd\u64cd\u4f5c\u5916\u90e8\u7cfb\u7edf\uff1bAgent \u53ef\u4ee5\u8c03\u7528\u5de5\u5177\uff0c\u771f\u6b63\u53bb\u67e5\u6570\u636e\u3001\u67e5\u7f51\u7edc\u3001\u6267\u884c\u4ee3\u7801\u3001\u8bbf\u95ee\u63a5\u53e3\u3002<\/li>\n\n\n\n<li><strong>\u5904\u7406\u590d\u6742\u591a\u6b65\u9aa4\u4efb\u52a1<\/strong>\uff1a\u4efb\u52a1\u65e0\u6cd5\u4e00\u6b65\u5b8c\u6210\uff0c\u9700\u8981\u62c6\u5206\u591a\u4e2a\u5b50\u6b65\u9aa4\u3002\u4f8b\uff1a&#8221;\u5e2e\u6211\u67e5\u5408\u80a5\u6700\u8fd1 3 \u4e2a\u6708\u623f\u4ef7\uff0c\u6574\u7406\u5bf9\u6bd4\u8868\u683c&#8221;\uff0c\u9700\u8981\u8054\u7f51\u641c\u7d22\u2192\u591a\u4efd\u6570\u636e\u6536\u96c6\u2192\u6574\u7406\u8ba1\u7b97\u2192\u8f93\u51fa\u8868\u683c\uff0c\u591a\u8f6e\u601d\u8003 + \u5de5\u5177\u8c03\u7528\u3002<\/li>\n\n\n\n<li><strong>\u7a81\u7834\u6a21\u578b\u81ea\u8eab\u77e5\u8bc6\u4e0e\u80fd\u529b\u8fb9\u754c<\/strong>\uff1a\u6a21\u578b\u77e5\u8bc6\u6709\u9650\uff0cAgent \u53ef\u4ee5\u52a8\u6001\u8c03\u7528\u641c\u7d22\u3001\u6570\u636e\u5e93\u83b7\u53d6\u5b9e\u65f6\u5916\u90e8\u6570\u636e\uff0c\u4e0d\u7528\u628a\u5168\u90e8\u4fe1\u606f\u585e\u5230\u4e0a\u4e0b\u6587\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u4e3b\u8fed\u4ee3\u7ea0\u9519<\/strong>\uff1a\u5de5\u5177\u8fd4\u56de\u7ed3\u679c\u4e0d\u5bf9\u65f6\uff0cAgent \u53ef\u4ee5\u81ea\u6211\u53cd\u601d\u3001\u8c03\u6574\u7b56\u7565\uff0c\u91cd\u65b0\u9009\u62e9\u5de5\u5177\u6216\u8c03\u6574\u67e5\u8be2\u6761\u4ef6\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u8f93\u51fa\u9519\u8bef\u7b54\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2.3 Agent \u7684\u5c40\u9650\uff08\u9762\u8bd5\u52a0\u5206\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u89c4\u5212\u80fd\u529b\u4e0d\u7a33\u5b9a<\/strong>\uff1a\u590d\u6742\u4efb\u52a1\u5bb9\u6613\u51fa\u73b0\u89c4\u5212\u9519\u8bef\uff0c\u5b50\u4efb\u52a1\u62c6\u89e3\u8dd1\u504f\u3002<\/li>\n\n\n\n<li><strong>\u5de5\u5177\u8c03\u7528\u5e7b\u89c9<\/strong>\uff1a\u6a21\u578b\u4f1a\u9519\u8bef\u9009\u62e9\u5de5\u5177\u3001\u586b\u9519\u53c2\u6570\u3002<\/li>\n\n\n\n<li><strong>\u6210\u672c\u9ad8<\/strong>\uff1a\u591a\u8f6e\u601d\u8003 + \u591a\u6b21\u5de5\u5177\u8c03\u7528\uff0ctoken \u6d88\u8017\u9ad8\u3001\u8017\u65f6\u66f4\u957f\u3002<\/li>\n\n\n\n<li><strong>\u4e0d\u662f\u4e07\u80fd<\/strong>\uff1a\u4efb\u52a1\u8d8a\u590d\u6742\u5931\u8d25\u6982\u7387\u8d8a\u9ad8\uff0c\u5f80\u5f80\u9700\u8981\u589e\u52a0\u63d0\u793a\u8bcd\u7ea6\u675f\u3001\u8bb0\u5fc6\u6a21\u5757\u6765\u4f18\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2.4 Agent \u548c RAG \u7684\u533a\u5206\uff08\u9762\u8bd5\u5b98\u9ad8\u9891\u5bf9\u6bd4\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RAG<\/strong>\uff1a\u4e3b\u8981\u505a\u77e5\u8bc6\u95ee\u7b54\u3002\u62ff\u5230\u95ee\u9898\uff0c\u68c0\u7d22\u5df2\u6709\u77e5\u8bc6\u5e93\uff0c\u57fa\u4e8e\u6587\u6863\u56de\u7b54\uff0c\u4e00\u822c\u4e0d\u4e3b\u52a8\u6267\u884c\u591a\u6b65\u52a8\u4f5c\uff0c\u4fa7\u91cd&#8221;\u67e5\u8d44\u6599\u56de\u7b54\u95ee\u9898&#8221;\u3002<strong>Agent<\/strong>\uff1a\u4fa7\u91cd\u5b8c\u6210\u884c\u52a8\u7c7b\u590d\u6742\u4efb\u52a1\uff0c\u53ef\u4ee5\u8c03\u7528\u5404\u7c7b\u5de5\u5177\u3001\u591a\u6b65\u89c4\u5212\u6267\u884c\u3002<strong>RAG \u53ef\u4ee5\u4f5c\u4e3a Agent \u5176\u4e2d\u4e00\u4e2a\u5de5\u5177\u3002<\/strong><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e09\u3001\u6838\u5fc3\u8303\u5f0f\uff1aReAct \u63a8\u7406<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">3.1 ReAct \u662f\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>ReAct \u662f Agent \u6700\u7ecf\u5178\u7684\u5b9e\u73b0\u8303\u5f0f\uff0c\u628a\u63a8\u7406\u601d\u8003\uff08Reasoning\uff09\u548c\u5de5\u5177\u884c\u52a8\uff08Acting\uff09\u7ed3\u5408\u5728\u4e00\u8d77\u3002<\/strong>\u7b80\u5355\u5faa\u73af\u6d41\u7a0b\uff1aThought \u601d\u8003 \u2192 Action \u884c\u52a8 \u2192 Observation \u89c2\u5bdf\uff0c\u4e0d\u65ad\u5faa\u73af\u76f4\u5230\u4efb\u52a1\u5b8c\u6210\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Thought\uff08\u601d\u8003\uff09<\/strong>\uff1a\u5927\u6a21\u578b\u505a\u5185\u90e8\u63a8\u7406\u3002\u5206\u6790\u5f53\u524d\u76ee\u6807\uff0c\u601d\u8003\u73b0\u5728\u8be5\u505a\u4ec0\u4e48\uff0c\u5224\u65ad\u662f\u5426\u9700\u8981\u8c03\u7528\u5de5\u5177\u3001\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\u3001\u53c2\u6570\u662f\u4ec0\u4e48\u3002<\/li>\n\n\n\n<li><strong>Action\uff08\u884c\u52a8\uff09<\/strong>\uff1a\u6309\u7167\u601d\u8003\u7ed3\u679c\u6267\u884c\u5de5\u5177\u8c03\u7528\uff0c\u6bd4\u5982\u8c03\u7528\u641c\u7d22\u3001\u67e5\u8be2\u6570\u636e\u5e93\u3001\u6267\u884c RAG \u68c0\u7d22\u3001\u8c03\u7528 API\u3002<\/li>\n\n\n\n<li><strong>Observation\uff08\u89c2\u5bdf\uff09<\/strong>\uff1a\u62ff\u5230\u5de5\u5177\u8fd4\u56de\u7684\u771f\u5b9e\u7ed3\u679c\uff0c\u628a\u7ed3\u679c\u4ea4\u7ed9\u5927\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u62ff\u5230 Observation \u4e4b\u540e\u518d\u6b21\u56de\u5230 Thought \u7ee7\u7eed\u601d\u8003\u4e0b\u4e00\u6b65\uff0c\u5faa\u73af\u5f80\u590d\uff1b\u4efb\u52a1\u8fbe\u6210\u5c31\u8f93\u51fa\u6700\u7ec8\u7b54\u6848\u7ed3\u675f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"575\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-21-1024x575.png\" alt=\"\" class=\"wp-image-1678\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-21-1024x575.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-21-300x169.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-21-767x431.png 767w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-21.png 1068w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3.2 ReAct \u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u901a Prompt \u53ea\u505a\u4e00\u6b21\u8f93\u51fa\uff0c\u6a21\u578b\u601d\u8003\u548c\u5de5\u5177\u8c03\u7528\u5272\u88c2\u3002ReAct \u628a\u601d\u8003\u548c\u884c\u52a8\u4ea4\u7ec7\u8d77\u6765\uff1a\u6a21\u578b\u57fa\u4e8e\u771f\u5b9e\u5de5\u5177\u8fd4\u56de\u7ed3\u679c\u505a\u63a8\u7406\uff0c\u4e0d\u5355\u7eaf\u9760\u81ea\u8eab\u5185\u90e8\u77e5\u8bc6\uff0c\u51cf\u5c11\u5e7b\u89c9\uff1b\u628a\u590d\u6742\u4efb\u52a1\u62c6\u6210\u591a\u8f6e\u5c0f\u6b65\u9aa4\uff0c\u4e00\u6b65\u4e00\u6b65\u63a8\u8fdb\uff1b\u5de5\u5177\u8fd4\u56de\u9519\u8bef\u6216\u4fe1\u606f\u4e0d\u8db3\u65f6\uff0c\u53ef\u4ee5\u7ee7\u7eed\u8c03\u6574\u7b56\u7565\u91cd\u65b0\u67e5\u8be2\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3.3 ReAct \u7684\u77ed\u677f\uff08\u9762\u8bd5\u52a0\u5206\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5faa\u73af\u6b21\u6570\u4e0d\u53ef\u63a7\uff0c\u591a\u8f6e\u5faa\u73af token \u6d88\u8017\u5927\u3001\u8017\u65f6\u4e45\u3002<\/li>\n\n\n\n<li>Thought \u73af\u8282\u4f1a\u51fa\u73b0\u89c4\u5212\u5e7b\u89c9\uff0c\u6a21\u578b\u9519\u8bef\u5224\u65ad\u4e0b\u4e00\u6b65\uff0c\u9009\u9519\u5de5\u5177\u3001\u586b\u9519\u53c2\u6570\u3002<\/li>\n\n\n\n<li>\u4f9d\u8d56 Prompt \u7ea6\u675f\uff0c\u63d0\u793a\u5199\u5f97\u4e0d\u597d\uff0c\u5faa\u73af\u5bb9\u6613\u6b7b\u5faa\u73af\u6216\u63d0\u524d\u7ec8\u6b62\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u8bd5\u5c0f\u63d0\u793a<\/strong>\uff1aRAG \u662f\u5355\u6b21\u68c0\u7d22\u95ee\u7b54\uff1bReAct-Agent \u53ef\u4ee5\u628a RAG \u4f5c\u4e3a\u5176\u4e2d\u4e00\u4e2a Action \u5de5\u5177\uff0c\u591a\u6b21\u68c0\u7d22\u3001\u591a\u6b65\u5904\u7406\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u56db\u3001ReAct \u4e4b\u5916\u5e38\u89c1 Agent \u8303\u5f0f<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">4.1 Plan-and-Execute\uff08\u89c4\u5212-\u6267\u884c\u8303\u5f0f\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u89c4\u5212\u4e0e\u6267\u884c\u4e24\u9636\u6bb5\u5206\u79bb\uff0c\u5148\u51fa\u5b8c\u6574\u8ba1\u5212\uff0c\u518d\u5206\u6b65\u6267\u884c\u3002<\/strong>\u89c4\u5212\u9636\u6bb5\u5927\u6a21\u578b\u6839\u636e\u76ee\u6807\u62c6\u89e3\u51fa\u5b8c\u6574\u5b50\u4efb\u52a1\u6b65\u9aa4\u5217\u8868\uff0c\u751f\u6210\u5168\u5c40\u8ba1\u5212\uff1b\u6267\u884c\u9636\u6bb5\u6267\u884c\u5668\u6309\u7167\u8ba1\u5212\u4e00\u6b65\u4e00\u6b65\u6267\u884c\uff0c\u53ef\u4ee5\u5185\u90e8\u5d4c\u5957 ReAct \u505a\u5de5\u5177\u8c03\u7528\uff0c\u6267\u884c\u4e2d\u53d1\u73b0\u73af\u5883\u53d8\u5316\u652f\u6301\u91cd\u65b0\u89c4\u5212 Re-plan\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u70b9<\/strong>\uff1a\u4efb\u52a1\u6d41\u7a0b\u6e05\u6670\uff0c\u9002\u5408\u957f\u6d41\u7a0b\u3001\u6b65\u9aa4\u591a\u3001\u5b50\u4efb\u52a1\u6709\u4f9d\u8d56\u7684\u4efb\u52a1\uff08\u6570\u636e\u5206\u6790\u62a5\u544a\u3001\u590d\u6742\u8c03\u7814\uff09\u3002<strong>\u7f3a\u70b9<\/strong>\uff1a\u521d\u59cb\u8ba1\u5212\u9519\u4e86\u4f1a\u6cbf\u9519\u8bef\u8ba1\u5212\u4e00\u76f4\u6267\u884c\uff1b\u73af\u5883\u52a8\u6001\u53d8\u5316\u65f6\u9759\u6001\u8ba1\u5212\u5bb9\u6613\u5931\u6548\uff0c\u9700\u8981\u91cd\u89c4\u5212\u673a\u5236\u515c\u5e95\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u548c ReAct \u5bf9\u6bd4\uff1aReAct \u662f\u60f3\u4e00\u6b65\u505a\u4e00\u6b65\uff1bPlan-and-Execute \u662f\u5148\u753b\u597d\u8def\u7ebf\u56fe\u518d\u8d70\u8def\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.2 Reflexion\uff08\u53cd\u601d\u8303\u5f0f\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u589e\u52a0\u53cd\u601d\u590d\u76d8\u95ed\u73af\uff0c\u505a\u5b8c\u4efb\u52a1\u4e4b\u540e\u81ea\u6211\u6279\u5224\uff0c\u628a\u5931\u8d25\u7ecf\u9a8c\u5b58\u5165\u8bb0\u5fc6\u3002<\/strong>\u6d41\u7a0b\uff1a\u6267\u884c\u4efb\u52a1 \u2192 \u83b7\u53d6\u7ed3\u679c \u2192 \u53cd\u601d\uff08\u5206\u6790\u54ea\u91cc\u51fa\u9519\u3001\u5931\u8d25\u539f\u56e0\u3001\u603b\u7ed3\u6559\u8bad\uff09\u2192 \u628a\u53cd\u601d\u5b58\u5165\u8bb0\u5fc6\uff0c\u4e0b\u4e00\u8f6e\u4efb\u52a1\u5e26\u4e0a\u5386\u53f2\u6559\u8bad\u907f\u514d\u91cd\u590d\u8e29\u5751\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u70b9<\/strong>\uff1a\u53ef\u4ee5\u4ece\u5931\u8d25\u4e2d\u5b66\u4e60\uff0c\u4e0d\u7528\u5fae\u8c03\u6a21\u578b\uff0c\u9760\u8bb0\u5fc6\u63d0\u5347\u540e\u7eed\u4efb\u52a1\u6210\u529f\u7387\uff0c\u9002\u5408\u4ee3\u7801\u7f16\u5199\u3001\u590d\u6742\u95ee\u9898\u8c03\u8bd5\u3002<strong>\u7f3a\u70b9<\/strong>\uff1a\u591a\u8f6e\u8fed\u4ee3 token \u5f00\u9500\u5927\uff1b\u53cd\u601d\u672c\u8eab\u4e5f\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff0c\u9519\u8bef\u53cd\u601d\u53cd\u800c\u8bef\u5bfc\u540e\u7eed\u6267\u884c\u3002Self-Refine \u7c7b\u4f3c\uff0c\u4f46\u4e0d\u9700\u8981\u5916\u90e8\u5de5\u5177\u53cd\u9988\uff0c\u53ea\u5728\u6587\u672c\u5185\u90e8\u505a\u751f\u6210-\u6279\u8bc4-\u8fed\u4ee3\uff0c\u591a\u7528\u4e8e\u6587\u6848\u3001\u4ee3\u7801\u6da6\u8272\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.3 ToT\uff08Tree-of-Thoughts \u601d\u7ef4\u6811\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u4e0d\u518d\u53ea\u6709\u5355\u6761\u7ebf\u6027\u601d\u8003\u8def\u5f84\uff0c\u751f\u6210\u591a\u6761\u63a8\u7406\u5206\u652f\uff0c\u8bc4\u4f30\u6253\u5206\u3001\u526a\u679d\u3001\u652f\u6301\u56de\u6eaf\u3002<\/strong>CoT \u662f\u5355\u6761\u7ebf\u6027\u601d\u8003\uff1bToT \u5728\u5173\u952e\u8282\u70b9\u751f\u6210\u591a\u4e2a\u5019\u9009\u601d\u8def\uff0c\u5bf9\u5206\u652f\u6253\u5206\u8bc4\u4f30\uff0c\u4fdd\u7559\u9ad8\u4ef7\u503c\u5206\u652f\u7ee7\u7eed\u63a8\u6f14\uff0c\u5dee\u7684\u5206\u652f\u76f4\u63a5\u526a\u679d\uff0c\u9047\u5230\u6b7b\u80e1\u540c\u53ef\u4ee5\u56de\u6eaf\u6362\u8def\u5f84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u70b9<\/strong>\uff1a\u9002\u5408\u96be\u9898\u6c42\u89e3\u3001\u535a\u5f08\u3001\u5934\u8111\u98ce\u66b4\uff0c\u5927\u5e45\u63d0\u5347\u590d\u6742\u63a8\u7406\u80fd\u529b\u3002<strong>\u7f3a\u70b9<\/strong>\uff1atoken \u6d88\u8017\u5f88\u9ad8\u3001\u6210\u672c\u5927\uff0c\u5de5\u4e1a\u843d\u5730\u4e0d\u5982 ReAct\u3001Plan-and-Execute \u666e\u53ca\uff0c\u66f4\u591a\u7528\u4e8e\u63a8\u7406\u573a\u666f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.4 Multi-Agent \u591a\u667a\u80fd\u4f53\u8303\u5f0f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u591a\u4e2a\u5206\u5de5\u4e0d\u540c\u7684 Agent \u534f\u4f5c\u5b8c\u6210\u4efb\u52a1\u3002<\/strong>\u62c6\u5206\u4e0d\u540c\u89d2\u8272\uff1a\u89c4\u5212 Agent\u3001\u68c0\u7d22 Agent\u3001\u4ee3\u7801 Agent\u3001\u8bc4\u5ba1 Agent\uff0c\u5404\u53f8\u5176\u804c\u3001\u4e92\u76f8\u4f20\u9012\u6d88\u606f\u534f\u4f5c\u3002\u4f8b\u5982\u4e00\u4e2a\u8d1f\u8d23\u62c6\u89e3\u4efb\u52a1\u3001\u4e00\u4e2a\u8d1f\u8d23\u67e5\u8d44\u6599\u3001\u4e00\u4e2a\u8d1f\u8d23\u5199\u4ee3\u7801\u3001\u4e00\u4e2a\u8d1f\u8d23\u6821\u9a8c\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u70b9<\/strong>\uff1a\u590d\u6742\u5927\u4efb\u52a1\u53ef\u4ee5\u5206\u5de5\u89e3\u8026\uff0c\u80fd\u529b\u4e13\u4e1a\u5316\u3002<strong>\u7f3a\u70b9<\/strong>\uff1a\u7cfb\u7edf\u590d\u6742\u5ea6\u9ad8\uff0c\u591a Agent \u4e4b\u95f4\u6d88\u606f\u5bb9\u6613\u6df7\u4e71\uff0c\u534f\u8c03\u6210\u672c\u9ad8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.5 Graph Agent\uff08\u56fe\/\u72b6\u6001\u673a\u8303\u5f0f\uff0c\u5de5\u4e1a\u843d\u5730\u4e3b\u6d41\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\uff1a\u7528\u72b6\u6001\u56fe\u3001\u6709\u5411\u56fe\u7ba1\u7406\u4efb\u52a1\u6d41\u8f6c\uff0c\u663e\u5f0f\u5b9a\u4e49\u8282\u70b9\u3001\u6761\u4ef6\u5206\u652f\u3001\u5faa\u73af\u3001\u56de\u6eaf\u3002<\/strong>\u4e0d\u518d\u5b8c\u5168\u4ea4\u7ed9\u5927\u6a21\u578b\u81ea\u7531\u51b3\u5b9a\u4e0b\u4e00\u6b65\uff1b\u628a\u601d\u8003\u3001\u5de5\u5177\u8c03\u7528\u3001\u5224\u65ad\u5206\u652f\u5c01\u88c5\u6210\u56fe\u8282\u70b9\uff0c\u7531\u72b6\u6001\u673a\u9a71\u52a8\u6d41\u8f6c\uff0c\u5927\u6a21\u578b\u53ea\u8d1f\u8d23\u8282\u70b9\u5185\u90e8\u7684\u63a8\u7406\uff08\u4ee3\u8868\u5b9e\u73b0\uff1aLangGraph\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f18\u70b9<\/strong>\uff1a\u53ef\u63a7\u6027\u5f3a\u3001\u53ef\u56de\u6eaf\u3001\u53ef\u8c03\u8bd5\uff0c\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u6027\u9ad8\uff0c\u4f01\u4e1a Agent \u843d\u5730\u5927\u91cf\u91c7\u7528\u3002<strong>\u7f3a\u70b9<\/strong>\uff1a\u9700\u8981\u4eba\u5de5\u7f16\u6392\u6d41\u7a0b\uff0c\u5f00\u53d1\u5de5\u4f5c\u91cf\u66f4\u5927\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"673\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-22-1024x673.png\" alt=\"\" class=\"wp-image-1679\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-22-1024x673.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-22-300x197.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-22-767x504.png 767w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-22.png 1054w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001Tool Call \u5de5\u5177\u8c03\u7528<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">5.1 \u4ec0\u4e48\u662f Tool Call<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tool Call\uff08\u5de5\u5177\u8c03\u7528\uff09\u8ba9\u5927\u6a21\u578b\u6309\u7167\u9884\u5b9a\u4e49\u7684\u5de5\u5177\u63cf\u8ff0\uff08\u51fd\u6570\u5b9a\u4e49\uff09\uff0c\u81ea\u4e3b\u5224\u65ad\u4ec0\u4e48\u65f6\u5019\u8c03\u7528\u5916\u90e8\u51fd\u6570\/API\uff0c\u8f93\u51fa\u7ed3\u6784\u5316\u53c2\u6570\uff0c\u7531\u7a0b\u5e8f\u53bb\u6267\u884c\u771f\u5b9e\u5de5\u5177\u903b\u8f91\uff0c\u518d\u628a\u7ed3\u679c\u8fd4\u56de\u6a21\u578b\u7ee7\u7eed\u63a8\u7406\u3002<\/strong>\u539f\u751f\u5927\u6a21\u578b\u53ea\u80fd\u8f93\u51fa\u81ea\u7136\u8bed\u8a00\u6587\u672c\uff1bTool Call \u7ed9\u4e86\u6a21\u578b&#8221;\u8c03\u7528\u5916\u90e8\u80fd\u529b&#8221;\u7684\u63a5\u53e3\u3002\u5de5\u5177\u53ef\u4ee5\u662f\uff1a\u641c\u7d22\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001RAG \u68c0\u7d22\u3001\u4ee3\u7801\u6267\u884c\u3001\u6587\u4ef6\u8bfb\u5199\u3001\u7b2c\u4e09\u65b9 API\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u533a\u5206\uff1a<strong>ReAct<\/strong> \u7528\u81ea\u7136\u8bed\u8a00\u5199 Thought\/Action\/Observation\uff0c\u6587\u672c\u683c\u5f0f\u89e3\u6790\u5de5\u5177\u8c03\u7528\uff1b<strong>Tool Call<\/strong> \u6a21\u578b\u76f4\u63a5\u8f93\u51fa JSON \u7ed3\u6784\u5316\u5de5\u5177\u8c03\u7528\uff0c\u662f\u73b0\u5728 OpenAI\u3001\u5404\u7c7b\u5f00\u6e90\u6a21\u578b\u4e3b\u6d41\u7684\u539f\u751f\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5.2 Tool Call \u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5de5\u5177\u5b9a\u4e49<\/strong>\uff1a\u63d0\u524d\u5411\u6a21\u578b\u63cf\u8ff0\u5de5\u5177\u5217\u8868\u2014\u2014\u5de5\u5177\u540d\u79f0\u3001\u529f\u80fd\u8bf4\u660e\u3001\u5165\u53c2 JSON Schema\uff08\u53c2\u6570\u540d\u3001\u7c7b\u578b\u3001\u662f\u5426\u5fc5\u586b\u3001\u63cf\u8ff0\uff09\uff0c\u968f Prompt \u4f20\u7ed9\u5927\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u51b3\u7b56<\/strong>\uff1a\u5927\u6a21\u578b\u5206\u6790\u7528\u6237\u95ee\u9898\uff0c\u5224\u65ad\u662f\u5426\u9700\u8981\u8c03\u7528\u5de5\u5177\uff1b\u9700\u8981\u5219\u8f93\u51fa\u7ed3\u6784\u5316 JSON\uff0c\u5305\u542b\u5de5\u5177\u540d\u3001\u8c03\u7528\u53c2\u6570\u3002<\/li>\n\n\n\n<li><strong>\u540e\u7aef\u89e3\u6790\u6267\u884c<\/strong>\uff1a\u7a0b\u5e8f\u89e3\u6790\u6a21\u578b\u8f93\u51fa\u7684 JSON\uff0c\u8c03\u7528\u5bf9\u5e94\u7684\u771f\u5b9e\u5de5\u5177\uff0c\u4f20\u5165\u53c2\u6570\uff0c\u62ff\u5230\u5de5\u5177\u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n\n\n\n<li><strong>\u7ed3\u679c\u56de\u4f20\u7ed9 LLM<\/strong>\uff1a\u628a\u5de5\u5177\u8fd4\u56de\u89c2\u6d4b\u7ed3\u679c\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u4ea4\u7ed9\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u5faa\u73af\u6216\u8f93\u51fa\u7b54\u6848<\/strong>\uff1a\u6a21\u578b\u7ed3\u5408\u5de5\u5177\u7ed3\u679c\u7ee7\u7eed\u5224\u65ad\u662f\u5426\u8c03\u7528\u5176\u4ed6\u5de5\u5177\uff1b\u4fe1\u606f\u8db3\u591f\u5c31\u6574\u7406\u8f93\u51fa\u6700\u7ec8\u56de\u7b54\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"469\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-23-1024x469.png\" alt=\"\" class=\"wp-image-1680\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-23-1024x469.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-23-300x137.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-23-766x351.png 766w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-23.png 1067w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5.3 Tool Call \u5e38\u89c1\u95ee\u9898\uff08\u9762\u8bd5\u9ad8\u9891\u5751\u70b9\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5de5\u5177\u8c03\u7528\u5e7b\u89c9<\/strong>\uff1a\u6a21\u578b\u7f16\u9020\u4e0d\u5b58\u5728\u7684\u5de5\u5177\u540d\uff1b\u53c2\u6570\u586b\u9519\u3001\u53c2\u6570\u7f3a\u5931\uff1b\u683c\u5f0f\u9519\u8bef\uff0c\u8f93\u51fa\u975e\u6cd5 JSON\uff0c\u89e3\u6790\u5931\u8d25\u3002<\/li>\n\n\n\n<li><strong>\u8fc7\u5ea6\u8c03\u7528<\/strong>\uff1a\u660e\u660e\u4e0d\u9700\u8981\u5de5\u5177\uff0c\u6a21\u578b\u4ecd\u7136\u53cd\u590d\u8c03\u7528\u5de5\u5177\uff0c\u6d6a\u8d39 token\u3002<\/li>\n\n\n\n<li><strong>\u6b20\u8c03\u7528<\/strong>\uff1a\u660e\u660e\u9700\u8981\u67e5\u8d44\u6599\uff0c\u6a21\u578b\u76f4\u63a5\u9760\u5185\u90e8\u77e5\u8bc6\u56de\u7b54\uff0c\u4e0d\u53bb\u8c03\u7528\u5de5\u5177\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8f6e\u5faa\u73af\u4e0d\u53ef\u63a7<\/strong>\uff1a\u4e0d\u505c\u5faa\u73af\u8c03\u7528\u5de5\u5177\uff0c\u65e0\u6cd5\u7ec8\u6b62\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e38\u89c1\u4f18\u5316\u624b\u6bb5<\/strong>\uff1a\u5b8c\u5584\u5de5\u5177\u63cf\u8ff0 Schema\uff0c\u5199\u6e05\u695a\u9002\u7528\u573a\u666f\uff1b\u589e\u52a0\u6821\u9a8c\u5c42\u6355\u83b7 JSON \u89e3\u6790\u5f02\u5e38\u5e76\u7ed9\u6a21\u578b\u9519\u8bef\u53cd\u9988\uff1b\u8bbe\u7f6e\u6700\u5927\u5de5\u5177\u8c03\u7528\u8f6e\u6b21\u4e0a\u9650\uff1bPrompt \u7ea6\u675f\u4fe1\u606f\u8db3\u591f\u5c31\u505c\u6b62\u8c03\u7528\u5de5\u5177\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5.4 Tool Call \u548c ReAct \u7684\u5173\u7cfb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>ReAct<\/strong>\uff1a\u57fa\u4e8e\u81ea\u7136\u6587\u672c\u5b9e\u73b0\u5de5\u5177\u8c03\u7528\uff0c\u6a21\u578b\u8f93\u51fa\u6587\u5b57\u63cf\u8ff0\u8981\u5e72\u4ec0\u4e48\uff0c\u7a0b\u5e8f\u505a\u6587\u672c\u89e3\u6790\u63d0\u53d6\u52a8\u4f5c\uff0c\u5bb9\u6613\u89e3\u6790\u51fa\u9519\uff0c\u662f\u65e9\u671f Agent \u65b9\u6848\u3002<strong>Tool Call<\/strong>\uff1a\u6a21\u578b\u539f\u751f\u8f93\u51fa\u7ed3\u6784\u5316 JSON\uff0c\u89e3\u6790\u66f4\u53ef\u9760\uff0c\u73b0\u5728\u4e3b\u6d41\u3002\u5f88\u591a Agent \u5e95\u5c42\u5c31\u662f Tool Call \u505a\u6267\u884c\uff0c\u5916\u5c42\u5957\u7528 ReAct\/Plan-and-Execute \u7684\u903b\u8f91\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u516d\u3001MCP \u534f\u8bae\u6982\u5ff5<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">6.1 MCP \u662f\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>MCP \u5168\u79f0 Model Context Protocol\uff0c\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff0c\u662f Anthropic \u63a8\u51fa\u7684\u5f00\u653e\u6807\u51c6\u5316\u901a\u4fe1\u534f\u8bae\uff0c\u5e95\u5c42\u57fa\u4e8e JSON-RPC 2.0\uff0c\u7528\u6765\u6807\u51c6\u5316 AI \u5e94\u7528\u548c\u5916\u90e8\u5de5\u5177\u3001\u6570\u636e\u6e90\u3001\u63d0\u793a\u6a21\u677f\u4e4b\u95f4\u7684\u4ea4\u4e92\u3002<\/strong>\u901a\u4fd7\u7c7b\u6bd4\uff1aAI \u9886\u57df\u7684 USB-C \u63a5\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u67b6\u6784\u662f Client-Server \u67b6\u6784\uff1a<strong>MCP Server<\/strong> \u662f\u5de5\u5177\/\u8d44\u6e90\u670d\u52a1\u7aef\uff0c\u628a\u6587\u4ef6\u3001\u6570\u636e\u5e93\u3001API\u3001\u5de5\u5177\u80fd\u529b\u5c01\u88c5\u5bf9\u5916\u66b4\u9732\uff1b<strong>MCP Client<\/strong> \u662f AI\/Agent \u5e94\u7528\u4fa7\uff0c\u53ef\u540c\u65f6\u5bf9\u63a5\u591a\u4e2a MCP Server\uff0c\u52a8\u6001\u53d1\u73b0\u80fd\u529b\u3001\u8c03\u7528\u670d\u52a1\u7aef\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MCP \u5b9a\u4e49\u4e09\u7c7b\u6838\u5fc3\u539f\u8bed\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tools<\/strong>\uff1a\u53ef\u6267\u884c\u5de5\u5177\uff0c\u6709\u526f\u4f5c\u7528\uff0c\u5982\u6587\u4ef6\u64cd\u4f5c\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001API \u8c03\u7528\u3002<\/li>\n\n\n\n<li><strong>Resources<\/strong>\uff1a\u53ea\u8bfb\u8d44\u6e90\uff0c\u6587\u4ef6\u3001\u6587\u6863\u3001\u6570\u636e\uff0c\u53ea\u8bfb\u53d6\u4e0d\u4fee\u6539\u3002<\/li>\n\n\n\n<li><strong>Prompts<\/strong>\uff1a\u53ef\u590d\u7528\u63d0\u793a\u8bcd\u6a21\u677f\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"731\" src=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-24-1024x731.png\" alt=\"\" class=\"wp-image-1681\" srcset=\"https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-24-1024x731.png 1024w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-24-300x214.png 300w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-24-767x547.png 767w, https:\/\/yunyanglib.cn\/wp-content\/uploads\/2026\/10\/image-24.png 1054w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6.2 \u89e3\u51b3\u4ec0\u4e48\u95ee\u9898<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf Function Calling\uff08Tool Call\uff09\u7684\u75db\u70b9\uff1a\u63a5\u5165\u65b0\u5de5\u5177\u8981\u5199\u5927\u91cf\u9002\u914d\u4ee3\u7801\uff1b\u5de5\u5177 Schema \u786c\u7f16\u7801\u5728\u4e1a\u52a1\u4ee3\u7801\uff1b\u4e0d\u540c\u5927\u6a21\u578b\u5382\u5546\u5de5\u5177\u8c03\u7528\u683c\u5f0f\u4e0d\u7edf\u4e00\uff1b\u5de5\u5177\u5f88\u96be\u8de8\u9879\u76ee\u590d\u7528\u3002<strong>MCP \u628a N \u6a21\u578b \u00d7 M \u5de5\u5177\u7684\u5bf9\u63a5\u590d\u6742\u5ea6\u964d\u4e3a N+M\u3002<\/strong>\u5de5\u5177\u53ea\u9700\u8981\u5b9e\u73b0\u4e00\u5957 MCP Server\uff0c\u6240\u6709\u652f\u6301 MCP \u7684 AI \u5ba2\u6237\u7aef\u90fd\u53ef\u4ee5\u76f4\u63a5\u63a5\u5165\uff0c\u4e0d\u7528\u91cd\u590d\u5f00\u53d1\u9002\u914d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.3 \u57fa\u7840\u5de5\u4f5c\u6d41\u7a0b<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u521d\u59cb\u5316\u63e1\u624b\u3001\u80fd\u529b\u534f\u5546\uff1aClient \u4e0e Server \u5efa\u7acb\u8fde\u63a5\uff0c\u534f\u5546\u534f\u8bae\u7248\u672c\uff0c\u4e92\u76f8\u58f0\u660e\u652f\u6301\u7684\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u52a8\u6001\u53d1\u73b0\u80fd\u529b\uff1aClient \u8c03\u7528 list \u63a5\u53e3\uff0c\u52a8\u6001\u62c9\u53d6 Server \u63d0\u4f9b\u7684 Tools\u3001Resources\u3001Prompts \u5217\u8868\u4e0e Schema\u3002<\/li>\n\n\n\n<li>Client \u628a\u5de5\u5177 Schema \u4ea4\u7ed9\u5927\u6a21\u578b\uff1b\u5927\u6a21\u578b\u51b3\u7b56\u9700\u8981\u8c03\u7528\u54ea\u4e2a\u5de5\u5177\u3002<\/li>\n\n\n\n<li>Client \u901a\u8fc7 MCP \u534f\u8bae\u5411 Server \u53d1\u8d77\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\u3002<\/li>\n\n\n\n<li>MCP Server \u6267\u884c\u771f\u5b9e\u903b\u8f91\uff0c\u6807\u51c6\u5316\u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n\n\n\n<li>\u7ed3\u679c\u56de\u4f20\u7ed9\u5927\u6a21\u578b\u7ee7\u7eed\u63a8\u7406\uff0c\u5faa\u73af\u6267\u884c\u4efb\u52a1\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">6.4 MCP \u548c Tool Call\uff08Function Calling\uff09\u7684\u5173\u7cfb\uff08\u9762\u8bd5\u9ad8\u9891\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0d\u662f\u66ff\u4ee3\uff0c\u662f\u4e92\u8865\u3001\u4e0a\u4e0b\u6e38\u5173\u7cfb\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tool Call \/ Function Calling<\/strong>\uff1a\u5c5e\u4e8e\u6a21\u578b\u4fa7\u80fd\u529b\uff0c\u89e3\u51b3\u5927\u6a21\u578b\u5982\u4f55\u8f93\u51fa\u7ed3\u6784\u5316\u8c03\u7528\u610f\u56fe\uff08\u5de5\u5177\u540d\u548c\u53c2\u6570\uff09\uff0c\u5de5\u5177 Schema \u4e00\u822c\u5199\u6b7b\u5728\u4e1a\u52a1\u8bf7\u6c42\u91cc\u3002<\/li>\n\n\n\n<li><strong>MCP<\/strong>\uff1a\u5c5e\u4e8e\u4e0a\u5c42\u901a\u4fe1\u534f\u8bae\u89c4\u8303\uff0c\u89e3\u51b3\u5de5\u5177\u5982\u4f55\u88ab\u53d1\u73b0\u3001\u5982\u4f55\u6807\u51c6\u5316\u8fde\u63a5\u3001\u5982\u4f55\u8de8\u5e94\u7528\u590d\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u9645\u843d\u5730\uff1aMCP Server \u5bf9\u5916\u66b4\u9732\u5de5\u5177\u5217\u8868 \u2192 Client \u62ff\u5230 Schema \u5582\u7ed9\u5927\u6a21\u578b\u505a Function Calling \u2192 \u6a21\u578b\u8f93\u51fa\u8c03\u7528\u610f\u56fe\u4e4b\u540e\uff0c\u518d\u8d70 MCP \u534f\u8bae\u628a\u8c03\u7528\u8bf7\u6c42\u8f6c\u53d1\u7ed9 MCP Server \u6267\u884c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6.5 MCP \u7684\u5c40\u9650<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u589e\u52a0\u7cfb\u7edf\u5206\u5c42\uff0c\u67b6\u6784\u590d\u6742\u5ea6\u4e0a\u5347\uff1b\u7b80\u5355\u672c\u5730\u5de5\u5177\u573a\u666f\u76f4\u63a5\u7528 Function Calling \u66f4\u8f7b\u91cf\u3002<\/li>\n\n\n\n<li>\u662f\u534f\u8bae\u89c4\u8303\uff0c\u4e0d\u89e3\u51b3\u6a21\u578b\u672c\u8eab\u7684\u5de5\u5177\u8c03\u7528\u5e7b\u89c9\u95ee\u9898\uff1b\u5e7b\u89c9\u4f9d\u65e7\u9700\u8981\u5728\u6a21\u578b\u4fa7\u5904\u7406\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u5f00\u7bc7\uff1aAgent \u8ba9\u6a21\u578b\u4ece&#8221;\u4f1a\u8bf4&#8221;\u5230&#8221;\u4f1a\u505a&#8221; \u539f\u751f\u5927\u6a21\u578b\u53ea<\/p>\n<div class=\"more-link\">\n\t\t\t\t <a href=\"https:\/\/yunyanglib.cn\/?p=1676\" class=\"link-btn theme-btn\"><span>Read More <\/span> <i class=\"fa fa-caret-right\"><\/i><\/a>\n\t\t\t<\/div>\n","protected":false},"author":1,"featured_media":1284,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[23],"class_list":["post-1676","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai"],"_links":{"self":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1676"}],"version-history":[{"count":1,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1676\/revisions"}],"predecessor-version":[{"id":1682,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/posts\/1676\/revisions\/1682"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=\/wp\/v2\/media\/1284"}],"wp:attachment":[{"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yunyanglib.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}