{"id":385,"date":"2026-06-21T20:30:40","date_gmt":"2026-06-21T12:30:40","guid":{"rendered":"https:\/\/flycloud.io\/?p=385"},"modified":"2026-10-07T20:32:39","modified_gmt":"2026-10-07T12:32:39","slug":"%e4%bd%bf%e7%94%a8%e7%99%be%e7%82%bc%e6%9e%84%e5%bb%ba%e6%97%85%e8%a1%8c%e8%a7%84%e5%88%92-ai-agent%ef%bc%9amcp-rag-api-%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/flycloud.io\/en\/2026\/06\/21\/%e4%bd%bf%e7%94%a8%e7%99%be%e7%82%bc%e6%9e%84%e5%bb%ba%e6%97%85%e8%a1%8c%e8%a7%84%e5%88%92-ai-agent%ef%bc%9amcp-rag-api-%e5%ae%9e%e6%88%98\/","title":{"rendered":"\u4f7f\u7528\u767e\u70bc\u6784\u5efa\u65c5\u884c\u89c4\u5212 AI Agent\uff1aMCP + RAG + API \u5b9e\u6218"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"slide-0\">1. \u573a\u666f\uff1a30 \u5206\u949f\u6784\u5efa\u4e00\u4e2a\u80fd\u505a\u4e8b\u7684 AI \u52a9\u624b<\/h2>\n\n\n\n<p>\u4e0a\u5468\u4ea7\u54c1\u7ecf\u7406\u63d0\u4e86\u4e00\u4e2a\u9700\u6c42\uff1a&#8221;\u505a\u4e00\u4e2a\u80fd\u67e5\u5929\u6c14\u3001\u770b\u5730\u56fe\u3001\u63a8\u8350\u884c\u7a0b\u7684\u65c5\u884c\u52a9\u624b&#8221;\uff0c\u8981\u6c42\u4e00\u5468\u5185\u4e0a\u7ebf\u3002\u4f20\u7edf\u65b9\u5f0f\u610f\u5473\u7740\u8981\u5bf9\u63a5\u9ad8\u5fb7\u5730\u56fe API\u3001\u5929\u6c14 API\u3001\u5199\u540e\u7aef\u670d\u52a1\u3001\u505a\u524d\u7aef\u9875\u9762\uff0c\u81f3\u5c11\u4e00\u5468\u3002<\/p>\n\n\n\n<p>\u4f46\u7528\u963f\u91cc\u4e91\u767e\u70bc\u5e73\u53f0\u7684\u96f6\u4ee3\u7801\u667a\u80fd\u4f53\u6784\u5efa\u80fd\u529b\uff0c\u4ece\u521b\u5efa\u5230\u6d4b\u8bd5\u901a\u8fc7\uff0c\u5b9e\u9645\u53ea\u82b1\u4e86 <strong>30 \u5206\u949f<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-1\">1.1 \u4f20\u7edf\u5f00\u53d1 vs \u767e\u70bc\u96f6\u4ee3\u7801\u7684\u6548\u7387\u5bf9\u6bd4<\/h3>\n\n\n\n<p>\u4f20\u7edf\u65b9\u5f0f\u5f00\u53d1\u4e00\u4e2a\u65c5\u884c\u52a9\u624b\uff0c\u9700\u8981\u7ecf\u5386\u4ee5\u4e0b\u73af\u8282\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u540e\u7aef\u5f00\u53d1\uff1a\u5bf9\u63a5\u9ad8\u5fb7\u5730\u56fe API\u3001\u5929\u6c14\u67e5\u8be2 API\uff0c\u7f16\u5199\u8def\u7531\u548c\u4e1a\u52a1\u903b\u8f91<\/li>\n\n\n\n<li>\u524d\u7aef\u5f00\u53d1\uff1a\u804a\u5929\u754c\u9762\u3001\u5730\u56fe\u5c55\u793a\u3001\u5929\u6c14\u5361\u7247<\/li>\n\n\n\n<li>\u8054\u8c03\u6d4b\u8bd5\uff1a\u524d\u540e\u7aef\u63a5\u53e3\u8054\u8c03\u3001\u5f02\u5e38\u5904\u7406<\/li>\n\n\n\n<li>\u90e8\u7f72\u4e0a\u7ebf\uff1a\u670d\u52a1\u5668\u914d\u7f6e\u3001\u57df\u540d\u5907\u6848\u3001SSL \u8bc1\u4e66<\/li>\n<\/ul>\n\n\n\n<p>\u800c\u767e\u70bc\u96f6\u4ee3\u7801\u65b9\u5f0f\uff0c\u53ea\u9700\u5728\u63a7\u5236\u53f0\u5b8c\u6210\u914d\u7f6e\uff0c\u65e0\u9700\u7f16\u5199\u4e00\u884c\u4ee3\u7801\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-2\">1.2 \u4e24\u79cd\u5f00\u53d1\u6d41\u7a0b\u5bf9\u6bd4<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/ucc.alicdn.com\/pic\/developer-ecology\/mjzhfjire3qka_f7eda9603185423db8029a944f49a006.png?x-oss-process=image\/resize,w_1400\/format,webp\" alt=\"006-bailian-zero-code-agent-building_diagram_1.png\"\/><\/figure>\n\n\n\n<p>\u5de6\u4fa7\u6a59\u8272\u662f\u4f20\u7edf\u6d41\u7a0b\uff0c5-7 \u5929\u8d77\u6b65\uff1b\u53f3\u4fa7\u7eff\u8272\u662f\u767e\u70bc\u96f6\u4ee3\u7801\u6d41\u7a0b\uff0c30 \u5206\u949f\u641e\u5b9a\u3002\u6838\u5fc3\u5dee\u5f02\u5728\u4e8e\uff1a\u767e\u70bc\u628a&#8221;\u5bf9\u63a5\u5916\u90e8 API&#8221;\u8fd9\u4ef6\u4e8b\u4ece&#8221;\u786c\u7f16\u7801\u5f00\u53d1&#8221;\u53d8\u6210\u4e86&#8221;MCP \u670d\u52a1\u4e00\u952e\u5f00\u901a&#8221;\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-3\">2. \u767e\u70bc\u667a\u80fd\u4f53\u5de5\u4f5c\u53f0\u6982\u89c8<\/h2>\n\n\n\n<p>\u8fdb\u5165\u767e\u70bc\u63a7\u5236\u53f0\uff0c\u8def\u5f84\u662f\uff1a<a href=\"https:\/\/bailian.console.aliyun.com\/\">\u767e\u70bc\u63a7\u5236\u53f0<\/a> \u2192 \u5e94\u7528\u7ba1\u7406 \u2192 \u521b\u5efa\u5e94\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-4\">2.1 \u4e09\u79cd\u5e94\u7528\u7c7b\u578b<\/h3>\n\n\n\n<p>\u767e\u70bc\u63d0\u4f9b\u4e09\u79cd\u5e94\u7528\u7c7b\u578b\uff0c\u9002\u7528\u4e0d\u540c\u573a\u666f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5e94\u7528\u7c7b\u578b<\/th><th>\u9002\u7528\u573a\u666f<\/th><th>\u5f00\u53d1\u65b9\u5f0f<\/th><th>\u7075\u6d3b\u5ea6<\/th><\/tr><\/thead><tbody><tr><td><strong>\u667a\u80fd\u4f53\u5e94\u7528<\/strong><\/td><td>\u5bf9\u8bdd\u5f0f AI \u52a9\u624b\u3001\u5de5\u5177\u8c03\u7528<\/td><td>\u96f6\u4ee3\u7801\u914d\u7f6e<\/td><td>\u9ad8<\/td><\/tr><tr><td><strong>\u5de5\u4f5c\u6d41\u5e94\u7528<\/strong><\/td><td>\u56fa\u5b9a\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u4efb\u52a1<\/td><td>\u53ef\u89c6\u5316\u7f16\u6392<\/td><td>\u4e2d<\/td><\/tr><tr><td><strong>\u9ad8\u4ee3\u7801\u5e94\u7528<\/strong><\/td><td>\u590d\u6742\u4e1a\u52a1\u903b\u8f91\u3001\u5b9a\u5236\u5316\u9700\u6c42<\/td><td>Python \u9879\u76ee<\/td><td>\u6700\u9ad8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u672c\u6587\u9009\u62e9<strong>\u667a\u80fd\u4f53\u5e94\u7528\uff08Agent 2.0\uff09<\/strong>\uff0c\u5b83\u662f\u767e\u70bc 2026 \u5e74\u7684\u6700\u65b0\u7248\u672c\uff0c\u5c06\u77e5\u8bc6\u5e93\u3001MCP \u7b49\u80fd\u529b\u7edf\u4e00\u4e3a\u5de5\u5177\uff0c\u7531\u667a\u80fd\u4f53\u81ea\u4e3b\u89c4\u5212\u8c03\u7528\u987a\u5e8f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-5\">2.2 \u667a\u80fd\u4f53\u6838\u5fc3\u80fd\u529b<\/h3>\n\n\n\n<p>Agent 2.0 \u7684\u6838\u5fc3\u80fd\u529b\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5927\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\u652f\u6301 Qwen3.7-Max\u3001Qwen3.7-Plus \u7b49 150+ \u6b3e\u6a21\u578b<\/li>\n\n\n\n<li><strong>MCP \u670d\u52a1\u96c6\u6210<\/strong>\uff1a\u9884\u7f6e 20+ \u4e91\u7aef\u670d\u52a1\u300150+ \u672c\u5730\u670d\u52a1\uff0c\u4e00\u952e\u5f00\u901a<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u5e93\uff08RAG\uff09<\/strong>\uff1a\u4e0a\u4f20\u79c1\u6709\u6587\u6863\uff0c\u667a\u80fd\u4f53\u68c0\u7d22\u540e\u4f5c\u4e3a\u56de\u7b54\u4f9d\u636e<\/li>\n\n\n\n<li><strong>\u8bb0\u5fc6\u80fd\u529b<\/strong>\uff1a\u652f\u6301\u77ed\u671f\u8bb0\u5fc6\u548c\u957f\u671f\u8bb0\u5fc6\uff0c\u8de8\u4f1a\u8bdd\u4fdd\u6301\u4e0a\u4e0b\u6587<\/li>\n\n\n\n<li><strong>API \u53d1\u5e03<\/strong>\uff1a\u4e00\u952e\u53d1\u5e03\u4e3a REST API\uff0c\u652f\u6301\u6d41\u5f0f\u8f93\u51fa<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-6\">2.3 \u767e\u70bc\u667a\u80fd\u4f53\u67b6\u6784\u5168\u666f<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/ucc.alicdn.com\/pic\/developer-ecology\/mjzhfjire3qka_b74f1a943dfd4956843b121e0c99450c.png?x-oss-process=image\/resize,w_1400\/format,webp\" alt=\"006-bailian-zero-code-agent-building_diagram_2.png\"\/><\/figure>\n\n\n\n<p>\u6d45\u84dd\u8272\u662f\u7528\u6237\u4ea4\u4e92\u5c42\uff0c\u6d45\u6a59\u8272\u662f\u667a\u80fd\u4f53\u6838\u5fc3\u5f15\u64ce\uff0c\u6d45\u7eff\u8272\u662f\u5de5\u5177\u5c42\uff0c\u6d45\u7d2b\u8272\u662f\u6a21\u578b\u5c42\u3002Agent 2.0 \u7684\u5173\u952e\u6539\u8fdb\u662f\uff1a\u77e5\u8bc6\u5e93\u548c MCP \u4e0d\u518d\u662f\u56fa\u5b9a\u987a\u5e8f\u8c03\u7528\uff0c\u800c\u662f\u7531\u89c4\u5212\u5f15\u64ce\u81ea\u4e3b\u51b3\u5b9a\u4f55\u65f6\u8c03\u7528\u3001\u8c03\u7528\u54ea\u4e2a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-7\">3. \u521b\u5efa\u65c5\u884c\u89c4\u5212\u667a\u80fd\u52a9\u624b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-8\">3.1 Step 1\uff1a\u9009\u62e9\u6a21\u578b<\/h3>\n\n\n\n<p>\u5728\u767e\u70bc\u63a7\u5236\u53f0\u521b\u5efa\u667a\u80fd\u4f53\u540e\uff0c\u7b2c\u4e00\u6b65\u662f\u9009\u62e9\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u9009\u578b\u5efa\u8bae<\/strong>\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6a21\u578b<\/th><th>\u9002\u7528\u573a\u666f<\/th><th>\u4e0a\u4e0b\u6587\u7a97\u53e3<\/th><th>\u7279\u70b9<\/th><\/tr><\/thead><tbody><tr><td><strong>Qwen3.7-Max<\/strong><\/td><td>\u590d\u6742\u63a8\u7406\u3001\u591a\u5de5\u5177\u8c03\u7528<\/td><td>128K<\/td><td>\u63a8\u7406\u80fd\u529b\u6700\u5f3a\uff0c\u5de5\u5177\u8c03\u7528\u7cbe\u51c6<\/td><\/tr><tr><td><strong>Qwen3.7-Plus<\/strong><\/td><td>\u65e5\u5e38\u5bf9\u8bdd\u3001\u901a\u7528\u4efb\u52a1<\/td><td>50K<\/td><td>\u6027\u4ef7\u6bd4\u6700\u9ad8\uff0c\u901f\u5ea6\u66f4\u5feb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u5bf9\u4e8e\u65c5\u884c\u89c4\u5212\u52a9\u624b\uff0c\u9700\u8981\u591a\u5de5\u5177\u534f\u540c\uff08\u5730\u56fe + \u5929\u6c14 + \u77e5\u8bc6\u5e93\uff09\uff0c\u63a8\u8350\u4f7f\u7528 <strong>Qwen3.7-Max<\/strong>\u3002\u5b83\u7684\u5de5\u5177\u8c03\u7528\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u66f4\u5f3a\uff0c\u5728\u591a\u6b65\u63a8\u7406\u573a\u666f\u4e0b\u8868\u73b0\u66f4\u7a33\u5b9a\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u9884\u7b97\u6709\u9650\uff0cQwen3.7-Plus \u4e5f\u80fd\u5b8c\u6210\u5927\u90e8\u5206\u4efb\u52a1\uff0c\u4f46\u5728\u590d\u6742\u591a\u5de5\u5177\u8054\u52a8\u573a\u666f\u4e0b\u5076\u5c14\u4f1a\u51fa\u73b0\u8c03\u7528\u987a\u5e8f\u6df7\u4e71\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-9\">3.2 Step 2\uff1a\u7f16\u5199\u7cfb\u7edf\u63d0\u793a\u8bcd<\/h3>\n\n\n\n<p>\u7cfb\u7edf\u63d0\u793a\u8bcd\u51b3\u5b9a\u4e86\u667a\u80fd\u4f53\u7684\u884c\u4e3a\u8fb9\u754c\u548c\u56de\u7b54\u98ce\u683c\u3002\u8fd9\u662f\u6574\u4e2a\u914d\u7f6e\u4e2d<strong>\u6700\u5173\u952e\u7684\u4e00\u6b65<\/strong>\uff0c\u76f4\u63a5\u5f71\u54cd\u5de5\u5177\u8c03\u7528\u6210\u529f\u7387\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u7cfb\u7edf\u63d0\u793a\u8bcd\u662f\u667a\u80fd\u4f53\u7684&#8221;\u5c97\u4f4d\u8bf4\u660e\u4e66&#8221;\uff0c\u5199\u5f97\u597d\uff0c\u667a\u80fd\u4f53\u5c31\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u8c03\u7528\u5de5\u5177\u3001\u4ec0\u4e48\u65f6\u5019\u8be5\u76f4\u63a5\u56de\u7b54\uff1b\u5199\u5f97\u4e0d\u597d\uff0c\u667a\u80fd\u4f53\u8981\u4e48\u4e71\u8c03\u5de5\u5177\uff0c\u8981\u4e48\u8be5\u8c03\u7684\u65f6\u5019\u4e0d\u8c03\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4f60\u662f\u4e00\u4f4d\u4e13\u4e1a\u7684\u65c5\u884c\u89c4\u5212\u52a9\u624b\uff0c\u540d\u53eb\"\u5c0f\u65c5\"\u3002\u4f60\u7684\u6838\u5fc3\u80fd\u529b\u662f\u5e2e\u52a9\u7528\u6237\u89c4\u5212\u65c5\u884c\u884c\u7a0b\u3002\n\n## \u4f60\u7684\u80fd\u529b\u8303\u56f4\n1. \u5730\u56fe\u67e5\u8be2\uff1a\u901a\u8fc7\u9ad8\u5fb7\u5730\u56fe\u67e5\u8be2\u5730\u70b9\u4fe1\u606f\u3001\u8def\u7ebf\u89c4\u5212\u3001POI\u641c\u7d22\n2. \u5929\u6c14\u67e5\u8be2\uff1a\u67e5\u8be2\u76ee\u7684\u5730\u5b9e\u65f6\u5929\u6c14\u548c\u672a\u6765\u5929\u6c14\u9884\u62a5\n3. \u884c\u7a0b\u63a8\u8350\uff1a\u57fa\u4e8e\u7528\u6237\u504f\u597d\u3001\u5929\u6c14\u548c\u5730\u7406\u4fe1\u606f\u63a8\u8350\u5408\u7406\u884c\u7a0b\n\n## \u5de5\u5177\u4f7f\u7528\u89c4\u5219\n- \u5f53\u7528\u6237\u63d0\u5230\u5177\u4f53\u5730\u70b9\u65f6\uff0c\u4e3b\u52a8\u8c03\u7528\u5730\u56fe\u5de5\u5177\u67e5\u8be2\u4f4d\u7f6e\u548c\u8def\u7ebf\n- \u5f53\u7528\u6237\u8be2\u95ee\u51fa\u884c\u5efa\u8bae\u65f6\uff0c\u5148\u67e5\u8be2\u5929\u6c14\u518d\u63a8\u8350\u884c\u7a0b\n- \u5f53\u7528\u6237\u9700\u8981\u666f\u70b9\u63a8\u8350\u65f6\uff0c\u5148\u641c\u7d22POI\u518d\u7ed9\u51fa\u5efa\u8bae\n- \u4e0d\u8981\u7f16\u9020\u4e0d\u5b58\u5728\u7684\u5730\u70b9\u6216\u5929\u6c14\u4fe1\u606f\uff0c\u6240\u6709\u6570\u636e\u5fc5\u987b\u6765\u81ea\u5de5\u5177\u8fd4\u56de\n\n## \u56de\u7b54\u98ce\u683c\n- \u7b80\u6d01\u5b9e\u7528\uff0c\u5148\u7ed9\u7ed3\u8bba\u518d\u7ed9\u7ec6\u8282\n- \u884c\u7a0b\u63a8\u8350\u6309\u65f6\u95f4\u987a\u5e8f\u6392\u5217\uff0c\u6807\u6ce8\u9884\u8ba1\u8017\u65f6\n- \u6d89\u53ca\u5929\u6c14\u65f6\u63d0\u9192\u7528\u6237\u6ce8\u610f\u7a7f\u7740\u548c\u643a\u5e26\u7269\u54c1\n<\/code><\/pre>\n\n\n\n<p><strong>\u63d0\u793a\u8bcd\u7f16\u5199\u6280\u5de7<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u660e\u786e&#8221;\u80fd\u529b\u8303\u56f4&#8221;\uff0c\u8ba9\u667a\u80fd\u4f53\u77e5\u9053\u80fd\u505a\u4ec0\u4e48\u3001\u4e0d\u80fd\u505a\u4ec0\u4e48<\/li>\n\n\n\n<li>\u5199\u6e05&#8221;\u5de5\u5177\u4f7f\u7528\u89c4\u5219&#8221;\uff0c\u544a\u8bc9\u667a\u80fd\u4f53\u4ec0\u4e48\u573a\u666f\u4e0b\u8be5\u8c03\u7528\u54ea\u4e2a\u5de5\u5177<\/li>\n\n\n\n<li>\u5f3a\u8c03&#8221;\u4e0d\u8981\u7f16\u9020&#8221;\uff0c\u8fd9\u662f\u51cf\u5c11\u5e7b\u89c9\u7684\u6700\u6709\u6548\u624b\u6bb5<\/li>\n\n\n\n<li>\u4fdd\u6301\u63d0\u793a\u8bcd\u7ed3\u6784\u5316\uff0c\u7528\u6807\u9898\u548c\u5217\u8868\u4ee3\u66ff\u957f\u6bb5\u843d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-10\">3.3 Step 3\uff1a\u914d\u7f6e\u4eba\u8bbe\u548c\u5f00\u573a\u767d<\/h3>\n\n\n\n<p>\u5728&#8221;\u4eba\u8bbe\u4e0e\u56de\u590d\u903b\u8f91&#8221;\u914d\u7f6e\u533a\u57df\uff0c\u8bbe\u7f6e\u5f00\u573a\u767d\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4f60\u597d\uff01\u6211\u662f\u5c0f\u65c5\uff0c\u4f60\u7684\u4e13\u5c5e\u65c5\u884c\u89c4\u5212\u52a9\u624b \ud83d\uddfa\ufe0f\n\n\u6211\u53ef\u4ee5\u5e2e\u4f60\uff1a\n- \u67e5\u8be2\u76ee\u7684\u5730\u5929\u6c14\u548c\u5b9e\u65f6\u8def\u51b5\n- \u89c4\u5212\u51fa\u884c\u8def\u7ebf\u548c\u4ea4\u901a\u65b9\u6848\n- \u63a8\u8350\u666f\u70b9\u548c\u7f8e\u98df\n\n\u544a\u8bc9\u6211\u4f60\u60f3\u53bb\u54ea\u91cc\uff0c\u6211\u6765\u5e2e\u4f60\u89c4\u5212\u884c\u7a0b\uff01\n<\/code><\/pre>\n\n\n\n<p>\u5f00\u573a\u767d\u7684\u4f5c\u7528\u662f\u5f15\u5bfc\u7528\u6237\u660e\u786e\u8868\u8fbe\u9700\u6c42\uff0c\u51cf\u5c11\u65e0\u6548\u5bf9\u8bdd\u8f6e\u6b21\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-11\">4. \u96c6\u6210 MCP \u670d\u52a1<\/h2>\n\n\n\n<p>MCP\uff08Model Context Protocol\uff09\u662f\u767e\u70bc\u5e73\u53f0\u7684\u6838\u5fc3\u80fd\u529b\u4e4b\u4e00\u3002\u901a\u8fc7 MCP\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u8c03\u7528\u5916\u90e8\u5de5\u5177\uff0c\u4ece&#8221;\u53ea\u4f1a\u8bf4&#8221;\u8fdb\u5316\u4e3a&#8221;\u80fd\u505a\u4e8b&#8221;\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-12\">4.1 \u6dfb\u52a0\u9ad8\u5fb7\u5730\u56fe MCP Server<\/h3>\n\n\n\n<p>\u5728\u667a\u80fd\u4f53\u914d\u7f6e\u9875\u9762\uff0c\u70b9\u51fb&#8221;\u6dfb\u52a0 MCP \u670d\u52a1&#8221;\uff0c\u9009\u62e9 <strong>Amap Maps<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8fdb\u5165\u767e\u70bc <a href=\"https:\/\/bailian.console.aliyun.com\/?tab=mcp#\/mcp-market\">MCP \u5e7f\u573a<\/a><\/li>\n\n\n\n<li>\u627e\u5230&#8221;Amap Maps&#8221;\u5361\u7247\uff0c\u70b9\u51fb&#8221;\u7acb\u5373\u5f00\u901a&#8221;<\/li>\n\n\n\n<li>\u786e\u8ba4\u5f00\u901a\u540e\uff0c\u56de\u5230\u667a\u80fd\u4f53\u914d\u7f6e\u9875\u9762\uff0c\u6dfb\u52a0\u8be5 MCP \u670d\u52a1<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u9ad8\u5fb7\u5730\u56fe MCP Server \u5f53\u524d\u9650\u65f6\u514d\u8d39\u4f7f\u7528\uff0c\u5f00\u901a\u540e\u65e0\u9700\u586b\u5199 API Key \u5373\u53ef\u4f7f\u7528\u3002\u5546\u4e1a\u5316\u573a\u666f\u4e0b\u4e5f\u652f\u6301\u914d\u7f6e\u4e2a\u4eba\u9ad8\u5fb7 API Key\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u9ad8\u5fb7\u5730\u56fe MCP \u63d0\u4f9b\u7684\u6838\u5fc3\u5de5\u5177\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5de5\u5177\u540d\u79f0<\/th><th>\u529f\u80fd<\/th><th>\u5178\u578b\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td><code>maps_geo<\/code><\/td><td>\u5730\u7406\u7f16\u7801<\/td><td>\u5730\u5740\u8f6c\u5750\u6807<\/td><\/tr><tr><td><code>maps_direction<\/code><\/td><td>\u8def\u7ebf\u89c4\u5212<\/td><td>\u591a\u79cd\u51fa\u884c\u65b9\u6848<\/td><\/tr><tr><td><code>maps_search_poi<\/code><\/td><td>POI \u641c\u7d22<\/td><td>\u666f\u70b9\u3001\u9910\u5385\u641c\u7d22<\/td><\/tr><tr><td><code>maps_weather<\/code><\/td><td>\u5929\u6c14\u67e5\u8be2<\/td><td>\u5b9e\u65f6\u5929\u6c14\u548c\u9884\u62a5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-13\">4.2 \u6dfb\u52a0\u5929\u6c14\u67e5\u8be2 MCP Server<\/h3>\n\n\n\n<p>\u5728 MCP \u5e7f\u573a\u4e2d\uff0c\u627e\u5230&#8221;\u5929\u6c14\u901a\u3010\u65d7\u8230\u7248\u3011&#8221;\u670d\u52a1\u5e76\u5f00\u901a\u3002<\/p>\n\n\n\n<p>\u8be5\u670d\u52a1\u57fa\u4e8e\u6743\u5a01\u6c14\u8c61\u6570\u636e\u6e90\uff0c\u652f\u6301\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9e\u65f6\u5929\u6c14\u67e5\u8be2<\/li>\n\n\n\n<li>\u672a\u6765 7 \u5929\u5929\u6c14\u9884\u62a5<\/li>\n\n\n\n<li>\u707e\u5bb3\u9884\u8b66\u4fe1\u606f<\/li>\n\n\n\n<li>\u7a7a\u6c14\u8d28\u91cf\u6307\u6570<\/li>\n\n\n\n<li>\u751f\u6d3b\u6307\u6570\uff08\u7a7f\u8863\u3001\u7d2b\u5916\u7ebf\u7b49\uff09<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u867d\u7136\u9ad8\u5fb7\u5730\u56fe MCP \u4e5f\u5305\u542b <code>maps_weather<\/code> \u5de5\u5177\uff0c\u4f46\u5929\u6c14\u901a\u65d7\u8230\u7248\u7684\u6570\u636e\u66f4\u5168\u9762\uff0c\u7279\u522b\u662f\u707e\u5bb3\u9884\u8b66\u548c\u751f\u6d3b\u6307\u6570\uff0c\u5bf9\u65c5\u884c\u89c4\u5212\u66f4\u6709\u53c2\u8003\u4ef7\u503c\u3002\u4e24\u4e2a\u670d\u52a1\u53ef\u4ee5\u540c\u65f6\u6dfb\u52a0\uff0c\u667a\u80fd\u4f53\u4f1a\u6839\u636e\u573a\u666f\u81ea\u52a8\u9009\u62e9\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-14\">4.3 MCP \u670d\u52a1\u53c2\u6570\u914d\u7f6e<\/h3>\n\n\n\n<p>\u5728\u667a\u80fd\u4f53\u4e2d\u6dfb\u52a0 MCP \u670d\u52a1\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u914d\u7f6e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e2a\u667a\u80fd\u4f53\u6700\u591a\u53ef\u540c\u65f6\u6dfb\u52a0 <strong>5 \u4e2a MCP \u670d\u52a1<\/strong><\/li>\n\n\n\n<li>\u667a\u80fd\u4f53\u4f1a\u6839\u636e\u7528\u6237\u8f93\u5165\u81ea\u52a8\u5224\u65ad\u662f\u5426\u8c03\u7528 MCP \u670d\u52a1<\/li>\n\n\n\n<li>Agent 2.0 \u652f\u6301\u5728\u591a\u6b65\u63a8\u7406\u4e2d\u52a8\u6001\u8c03\u7528 MCP\uff0c\u4e0d\u56fa\u5b9a\u8c03\u7528\u987a\u5e8f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-15\">4.4 \u5de5\u5177\u8c03\u7528\u6d4b\u8bd5<\/h3>\n\n\n\n<p>\u6dfb\u52a0\u5b8c MCP \u670d\u52a1\u540e\uff0c\u5728\u53f3\u4fa7\u5bf9\u8bdd\u7a97\u683c\u4e2d\u53d1\u9001\u6d4b\u8bd5\u6d88\u606f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u73b0\u5728\u51fa\u53d1\uff0c\u4ece\u676d\u5dde\u8427\u5c71\u56fd\u9645\u673a\u573a\u5230\u676d\u5dde\u897f\u6e56\u666f\u533a\uff0c\u8bf7\u63d0\u4f9b\u516c\u5171\u4ea4\u901a\u51fa\u884c\u65b9\u6848\n<\/code><\/pre>\n\n\n\n<p>\u667a\u80fd\u4f53\u5c06\u591a\u6b21\u8c03\u7528 MCP \u670d\u52a1\uff0c\u5b8c\u6210\u8def\u5f84\u89c4\u5212\u548c\u65f6\u95f4\u4f30\u7b97\u3002\u4ee5\u4e0b\u662f\u5178\u578b\u7684\u8c03\u7528\u7ed3\u679c\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u8fd9\u4e2a\u6d4b\u8bd5\u6d88\u606f\u540c\u65f6\u6d89\u53ca\u5730\u7406\u7f16\u7801\u548c\u8def\u7ebf\u89c4\u5212\uff0c\u53ef\u4ee5\u9a8c\u8bc1\u667a\u80fd\u4f53\u662f\u5426\u80fd\u6b63\u786e\u62c6\u89e3\u4efb\u52a1\u5e76\u6309\u987a\u5e8f\u8c03\u7528\u5de5\u5177\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n   \n  \"tool_calls\": &#91;\n    {\n   \n      \"step\": 1,\n      \"tool\": \"maps_geo\",\n      \"purpose\": \"\u89e3\u6790\u51fa\u53d1\u5730\u548c\u76ee\u7684\u5730\u5750\u6807\",\n      \"input\": {\n   \n        \"address\": \"\u676d\u5dde\u8427\u5c71\u56fd\u9645\u673a\u573a\"\n      },\n      \"output\": {\n   \n        \"location\": \"120.434,30.235\"\n      }\n    },\n    {\n   \n      \"step\": 2,\n      \"tool\": \"maps_direction\",\n      \"purpose\": \"\u89c4\u5212\u516c\u5171\u4ea4\u901a\u8def\u7ebf\",\n      \"input\": {\n   \n        \"origin\": \"120.434,30.235\",\n        \"destination\": \"120.149,30.259\",\n        \"mode\": \"transit\"\n      },\n      \"output\": {\n   \n        \"routes\": &#91;\n          {\n   \n            \"summary\": \"\u5730\u94c11\u53f7\u7ebf \u2192 \u5730\u94c11\u53f7\u7ebf\",\n            \"duration\": \"\u7ea665\u5206\u949f\",\n            \"distance\": \"\u7ea632\u516c\u91cc\"\n          }\n        ]\n      }\n    }\n  ]\n}\n<\/code><\/pre>\n\n\n\n<p>\u667a\u80fd\u4f53\u5148\u8c03\u7528 <code>maps_geo<\/code> \u89e3\u6790\u5730\u5740\u5750\u6807\uff0c\u518d\u8c03\u7528 <code>maps_direction<\/code> \u89c4\u5212\u8def\u7ebf\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5b8c\u5168\u81ea\u4e3b\u5b8c\u6210\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-16\">5. \u77e5\u8bc6\u5e93\u914d\u7f6e<\/h2>\n\n\n\n<p>MCP \u670d\u52a1\u8ba9\u667a\u80fd\u4f53\u80fd\u83b7\u53d6\u5b9e\u65f6\u6570\u636e\uff0c\u77e5\u8bc6\u5e93\u5219\u8ba9\u667a\u80fd\u4f53\u5177\u5907&#8221;\u4e13\u4e1a\u9886\u57df\u77e5\u8bc6&#8221;\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-17\">5.1 \u4e0a\u4f20\u65c5\u884c\u653b\u7565\u6587\u6863<\/h3>\n\n\n\n<p>\u5728\u667a\u80fd\u4f53\u914d\u7f6e\u9875\u9762\uff0c\u8fdb\u5165&#8221;\u77e5\u8bc6\u5e93&#8221;\u6a21\u5757\uff0c\u521b\u5efa\u77e5\u8bc6\u5e93\u5e76\u4e0a\u4f20\u6587\u6863\u3002<\/p>\n\n\n\n<p><strong>\u652f\u6301\u7684\u6587\u6863\u683c\u5f0f<\/strong>\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u683c\u5f0f<\/th><th>\u652f\u6301\u60c5\u51b5<\/th><th>\u63a8\u8350\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>PDF<\/td><td>\u2705 \u652f\u6301<\/td><td>\u5b98\u65b9\u65c5\u6e38\u6307\u5357\u3001\u653f\u7b56\u6587\u4ef6<\/td><\/tr><tr><td>Word\uff08.docx\uff09<\/td><td>\u2705 \u652f\u6301<\/td><td>\u5185\u90e8\u6574\u7406\u7684\u653b\u7565\u6587\u6863<\/td><\/tr><tr><td>TXT\/Markdown<\/td><td>\u2705 \u652f\u6301<\/td><td>\u7ed3\u6784\u5316\u7684\u666f\u70b9\u4ecb\u7ecd<\/td><\/tr><tr><td>Excel<\/td><td>\u2705 \u652f\u6301<\/td><td>\u884c\u7a0b\u8868\u683c\u3001\u4ef7\u683c\u6e05\u5355<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u77e5\u8bc6\u5e93\u6587\u6863\u7684\u8d28\u91cf\u76f4\u63a5\u5f71\u54cd\u68c0\u7d22\u6548\u679c\u3002\u5efa\u8bae\u4e0a\u4f20\u7ed3\u6784\u6e05\u6670\u3001\u4fe1\u606f\u5bc6\u5ea6\u9ad8\u7684\u6587\u6863\uff0c\u907f\u514d\u4e0a\u4f20\u5927\u91cf\u91cd\u590d\u6216\u4f4e\u8d28\u91cf\u5185\u5bb9\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-18\">5.2 \u6587\u6863\u5207\u7247\u7b56\u7565\u9009\u62e9<\/h3>\n\n\n\n<p>\u4e0a\u4f20\u6587\u6863\u540e\uff0c\u9700\u8981\u9009\u62e9\u5207\u7247\u7b56\u7565\u3002\u8fd9\u662f\u5f71\u54cd\u77e5\u8bc6\u5e93\u68c0\u7d22\u6548\u679c\u7684\u5173\u952e\u914d\u7f6e\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5207\u7247\u7b56\u7565<\/th><th>\u9002\u7528\u573a\u666f<\/th><th>\u5207\u7247\u5927\u5c0f\u5efa\u8bae<\/th><\/tr><\/thead><tbody><tr><td><strong>\u81ea\u52a8\u5207\u7247<\/strong><\/td><td>\u901a\u7528\u573a\u666f\uff0c\u6587\u6863\u7ed3\u6784\u5747\u5300<\/td><td>\u7cfb\u7edf\u9ed8\u8ba4\uff08\u7ea6 500 tokens\uff09<\/td><\/tr><tr><td><strong>\u6309\u6bb5\u843d\u5207\u7247<\/strong><\/td><td>\u6587\u6863\u6709\u660e\u786e\u6bb5\u843d\u7ed3\u6784<\/td><td>\u6bcf\u6bb5 300-800 tokens<\/td><\/tr><tr><td><strong>\u6309\u6807\u9898\u5207\u7247<\/strong><\/td><td>\u6587\u6863\u6709\u5c42\u7ea7\u6807\u9898<\/td><td>\u6309\u4e00\u7ea7\/\u4e8c\u7ea7\u6807\u9898\u5207\u5206<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u6211\u7684\u5efa\u8bae<\/strong>\uff1a\u65c5\u884c\u653b\u7565\u6587\u6863\u901a\u5e38\u6309\u57ce\u5e02\u6216\u666f\u70b9\u5206\u6bb5\uff0c\u63a8\u8350\u4f7f\u7528&#8221;\u6309\u6807\u9898\u5207\u7247&#8221;\uff0c\u8fd9\u6837\u6bcf\u4e2a\u5207\u7247\u5305\u542b\u4e00\u4e2a\u5b8c\u6574\u7684\u666f\u70b9\u4ecb\u7ecd\uff0c\u68c0\u7d22\u65f6\u4e0a\u4e0b\u6587\u66f4\u5b8c\u6574\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-19\">5.3 \u77e5\u8bc6\u5e93\u4e0e MCP \u7684\u534f\u540c\u5de5\u4f5c<\/h3>\n\n\n\n<p>\u5728 Agent 2.0 \u4e2d\uff0c\u77e5\u8bc6\u5e93\u548c MCP \u670d\u52a1\u7edf\u4e00\u4f5c\u4e3a&#8221;\u5de5\u5177&#8221;\uff0c\u7531\u667a\u80fd\u4f53\u81ea\u4e3b\u89c4\u5212\u8c03\u7528\u3002<\/p>\n\n\n\n<p>\u5178\u578b\u534f\u540c\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u6237\u95ee&#8221;\u676d\u5dde\u897f\u6e56\u9644\u8fd1\u6709\u4ec0\u4e48\u597d\u5403\u7684&#8221; \u2192 \u667a\u80fd\u4f53\u5148\u8c03\u7528\u77e5\u8bc6\u5e93\u68c0\u7d22\u897f\u6e56\u7f8e\u98df\u653b\u7565\uff0c\u518d\u8c03\u7528\u9ad8\u5fb7 POI \u641c\u7d22\u786e\u8ba4\u9910\u5385\u4f4d\u7f6e<\/li>\n\n\n\n<li>\u7528\u6237\u95ee&#8221;\u660e\u5929\u53bb\u9ec4\u5c71\u9700\u8981\u5e26\u4ec0\u4e48&#8221; \u2192 \u667a\u80fd\u4f53\u5148\u8c03\u7528\u5929\u6c14 MCP \u67e5\u8be2\u9ec4\u5c71\u5929\u6c14\uff0c\u518d\u68c0\u7d22\u77e5\u8bc6\u5e93\u4e2d\u7684\u88c5\u5907\u5efa\u8bae<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1aAgent 2.0 \u76f8\u6bd4\u65e7\u7248\u7684\u6838\u5fc3\u6539\u8fdb\u5c31\u5728\u4e8e\u6b64\u2014\u2014\u65e7\u7248\u662f\u56fa\u5b9a\u987a\u5e8f\uff08\u5148\u77e5\u8bc6\u5e93\u518d MCP\uff09\uff0c\u65b0\u7248\u662f\u667a\u80fd\u4f53\u81ea\u4e3b\u51b3\u7b56\u8c03\u7528\u987a\u5e8f\uff0c\u6548\u679c\u66f4\u81ea\u7136\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-20\">5.4 \u77e5\u8bc6\u5e93\u914d\u7f6e\u53c2\u6570<\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5178\u578b\u7684\u77e5\u8bc6\u5e93\u914d\u7f6e\u53c2\u6570\u793a\u4f8b\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u4e86\u89e3\u8fd9\u4e9b\u53c2\u6570\u6709\u52a9\u4e8e\u8c03\u4f18\u68c0\u7d22\u6548\u679c\uff0c\u7279\u522b\u662f\u5728\u77e5\u8bc6\u5e93\u6587\u6863\u8f83\u591a\u65f6\uff0c\u5408\u7406\u7684\u914d\u7f6e\u80fd\u663e\u8457\u63d0\u5347\u56de\u7b54\u51c6\u786e\u7387\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n   \n  \"knowledge_base\": {\n   \n    \"name\": \"\u65c5\u884c\u653b\u7565\u77e5\u8bc6\u5e93\",\n    \"description\": \"\u5305\u542b\u56fd\u5185\u4e3b\u8981\u57ce\u5e02\u7684\u65c5\u884c\u653b\u7565\u3001\u666f\u70b9\u4ecb\u7ecd\u548c\u7f8e\u98df\u63a8\u8350\",\n    \"chunk_strategy\": \"by_heading\",\n    \"chunk_size\": 500,\n    \"chunk_overlap\": 50,\n    \"retrieval_top_k\": 5,\n    \"similarity_threshold\": 0.7,\n    \"rerank_enabled\": true\n  }\n}\n<\/code><\/pre>\n\n\n\n<p>\u5173\u952e\u53c2\u6570\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>chunk_overlap<\/code>\uff1a\u5207\u7247\u91cd\u53e0\u91cf\uff0c\u8bbe\u4e3a 50 tokens \u53ef\u907f\u514d\u5173\u952e\u4fe1\u606f\u88ab\u622a\u65ad<\/li>\n\n\n\n<li><code>retrieval_top_k<\/code>\uff1a\u68c0\u7d22\u8fd4\u56de\u7684\u6587\u6863\u7247\u6bb5\u6570\uff0c5 \u662f\u63a8\u8350\u503c<\/li>\n\n\n\n<li><code>similarity_threshold<\/code>\uff1a\u76f8\u4f3c\u5ea6\u9608\u503c\uff0c\u4f4e\u4e8e\u6b64\u503c\u7684\u7247\u6bb5\u4e0d\u4f1a\u88ab\u8fd4\u56de<\/li>\n\n\n\n<li><code>rerank_enabled<\/code>\uff1a\u5f00\u542f\u91cd\u6392\u5e8f\uff0c\u63d0\u5347\u68c0\u7d22\u7cbe\u5ea6<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-21\">6. \u5bf9\u8bdd\u6d4b\u8bd5\u4e0e\u8c03\u4f18<\/h2>\n\n\n\n<p>\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u5bf9\u8bdd\u6d4b\u8bd5\u73af\u8282\u3002\u5efa\u8bae\u8bbe\u8ba1\u591a\u4e2a\u6d4b\u8bd5\u573a\u666f\uff0c\u8986\u76d6\u4e0d\u540c\u7684\u5de5\u5177\u8c03\u7528\u7ec4\u5408\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-22\">6.1 \u6d4b\u8bd5\u573a\u666f 1\uff1a\u5355\u57ce\u5e02\u4e00\u65e5\u6e38\u89c4\u5212<\/h3>\n\n\n\n<p><strong>\u8f93\u5165<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5e2e\u6211\u89c4\u5212\u4e00\u4e2a\u676d\u5dde\u4e00\u65e5\u6e38\uff0c\u65e9\u4e0a\u4ece\u897f\u6e56\u51fa\u53d1\n<\/code><\/pre>\n\n\n\n<p><strong>\u9884\u671f\u884c\u4e3a<\/strong>\uff1a\u667a\u80fd\u4f53\u5e94\u8c03\u7528\u77e5\u8bc6\u5e93\u68c0\u7d22\u676d\u5dde\u666f\u70b9\u4fe1\u606f\uff0c\u8c03\u7528\u9ad8\u5fb7 POI \u641c\u7d22\u666f\u70b9\u4f4d\u7f6e\uff0c\u8c03\u7528\u5929\u6c14 MCP \u67e5\u8be2\u5f53\u5929\u5929\u6c14\uff0c\u6700\u540e\u7efc\u5408\u7ed9\u51fa\u884c\u7a0b\u5efa\u8bae\u3002<\/p>\n\n\n\n<p><strong>\u8c03\u4f18\u8981\u70b9<\/strong>\uff1a\u5982\u679c\u667a\u80fd\u4f53\u6ca1\u6709\u4e3b\u52a8\u67e5\u8be2\u5929\u6c14\uff0c\u8bf4\u660e\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u7684&#8221;\u5de5\u5177\u4f7f\u7528\u89c4\u5219&#8221;\u4e0d\u591f\u660e\u786e\uff0c\u9700\u8981\u52a0\u5f3a\u5f15\u5bfc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-23\">6.2 \u6d4b\u8bd5\u573a\u666f 2\uff1a\u8de8\u57ce\u5e02\u591a\u65e5\u884c\u7a0b<\/h3>\n\n\n\n<p><strong>\u8f93\u5165<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u6211\u8ba1\u52125\u5929\u4ece\u4e0a\u6d77\u51fa\u53d1\uff0c\u9014\u7ecf\u676d\u5dde\u3001\u9ec4\u5c71\uff0c\u6700\u540e\u5230\u5357\u4eac\uff0c\u5e2e\u6211\u89c4\u5212\u884c\u7a0b\n<\/code><\/pre>\n\n\n\n<p><strong>\u9884\u671f\u884c\u4e3a<\/strong>\uff1a\u667a\u80fd\u4f53\u9700\u8981\u591a\u6b21\u8c03\u7528\u8def\u7ebf\u89c4\u5212\u5de5\u5177\uff0c\u67e5\u8be2\u6bcf\u4e2a\u57ce\u5e02\u7684\u5929\u6c14\uff0c\u68c0\u7d22\u77e5\u8bc6\u5e93\u4e2d\u5404\u57ce\u5e02\u7684\u653b\u7565\uff0c\u6700\u7ec8\u751f\u6210\u5b8c\u6574\u7684 5 \u5929\u884c\u7a0b\u3002<\/p>\n\n\n\n<p><strong>\u8c03\u4f18\u8981\u70b9<\/strong>\uff1a\u8de8\u57ce\u5e02\u884c\u7a0b\u6d89\u53ca\u5927\u91cf\u5de5\u5177\u8c03\u7528\uff0c\u5982\u679c\u667a\u80fd\u4f53\u4e2d\u9014&#8221;\u9057\u5fd8&#8221;\u4e86\u90e8\u5206\u4efb\u52a1\uff0c\u53ef\u4ee5\u5f00\u542f <code>enable_thinking<\/code> \u53c2\u6570\uff08\u601d\u8003\u6a21\u5f0f\uff09\uff0c\u5e2e\u52a9\u667a\u80fd\u4f53\u5728\u6bcf\u4e00\u6b65\u8fdb\u884c\u53cd\u601d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-24\">6.3 \u6d4b\u8bd5\u573a\u666f 3\uff1a\u5b9e\u65f6\u5929\u6c14 + \u5730\u56fe\u8054\u52a8<\/h3>\n\n\n\n<p><strong>\u8f93\u5165<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u73b0\u5728\u676d\u5dde\u4e0b\u96e8\u4e86\u5417\uff1f\u5982\u679c\u4e0b\u96e8\uff0c\u63a8\u8350\u4e00\u4e9b\u5ba4\u5185\u666f\u70b9\n<\/code><\/pre>\n\n\n\n<p><strong>\u9884\u671f\u884c\u4e3a<\/strong>\uff1a\u667a\u80fd\u4f53\u5148\u8c03\u7528\u5929\u6c14 MCP \u67e5\u8be2\u5b9e\u65f6\u5929\u6c14\uff0c\u5982\u679c\u4e0b\u96e8\u5219\u8c03\u7528\u77e5\u8bc6\u5e93\u68c0\u7d22\u5ba4\u5185\u666f\u70b9\u63a8\u8350\uff0c\u518d\u8c03\u7528\u9ad8\u5fb7 POI \u641c\u7d22\u786e\u8ba4\u666f\u70b9\u4f4d\u7f6e\u548c\u5f00\u653e\u65f6\u95f4\u3002<\/p>\n\n\n\n<p><strong>\u8c03\u4f18\u8981\u70b9<\/strong>\uff1a\u8fd9\u7c7b\u6761\u4ef6\u5206\u652f\u573a\u666f\u5bf9\u667a\u80fd\u4f53\u7684\u63a8\u7406\u80fd\u529b\u8981\u6c42\u8f83\u9ad8\uff0c\u5982\u679c\u667a\u80fd\u4f53\u65e0\u6cd5\u6b63\u786e\u5904\u7406\u6761\u4ef6\u903b\u8f91\uff0c\u5efa\u8bae\u5728\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u589e\u52a0\u6761\u4ef6\u5224\u65ad\u7684\u793a\u4f8b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-25\">6.4 \u5e38\u89c1\u95ee\u9898\u53ca\u8c03\u4f18\u65b9\u6cd5<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u95ee\u9898\u73b0\u8c61<\/th><th>\u53ef\u80fd\u539f\u56e0<\/th><th>\u8c03\u4f18\u65b9\u6cd5<\/th><\/tr><\/thead><tbody><tr><td>\u4e0d\u8c03\u7528\u5de5\u5177\uff0c\u76f4\u63a5\u7f16\u9020\u56de\u7b54<\/td><td>\u63d0\u793a\u8bcd\u4e2d\u5de5\u5177\u4f7f\u7528\u89c4\u5219\u4e0d\u660e\u786e<\/td><td>\u5728\u63d0\u793a\u8bcd\u4e2d\u589e\u52a0&#8221;\u5fc5\u987b\u8c03\u7528\u5de5\u5177&#8221;\u7684\u5f3a\u5236\u89c4\u5219<\/td><\/tr><tr><td>\u8c03\u7528\u9519\u8bef\u7684\u5de5\u5177<\/td><td>\u5de5\u5177\u63cf\u8ff0\u4e0d\u591f\u6e05\u6670<\/td><td>\u4f18\u5316 MCP \u670d\u52a1\u7684\u63cf\u8ff0\u4fe1\u606f<\/td><\/tr><tr><td>\u8c03\u7528\u987a\u5e8f\u6df7\u4e71<\/td><td>\u6a21\u578b\u63a8\u7406\u80fd\u529b\u4e0d\u8db3<\/td><td>\u5347\u7ea7\u5230 Qwen3.7-Max\uff0c\u5f00\u542f\u601d\u8003\u6a21\u5f0f<\/td><\/tr><tr><td>\u91cd\u590d\u8c03\u7528\u540c\u4e00\u5de5\u5177<\/td><td>\u7f3a\u4e4f\u53cd\u601d\u673a\u5236<\/td><td>\u5f00\u542f <code>enable_thinking<\/code>\uff0c\u589e\u52a0\u53cd\u601d\u6b65\u9aa4<\/td><\/tr><tr><td>\u56de\u7b54\u5305\u542b\u77e5\u8bc6\u5e93\u5916\u7684\u5185\u5bb9<\/td><td>\u76f8\u4f3c\u5ea6\u9608\u503c\u8fc7\u4f4e<\/td><td>\u63d0\u9ad8 <code>similarity_threshold<\/code> \u5230 0.75+<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-26\">7. API \u53d1\u5e03\u4e0e\u524d\u7aef\u5bf9\u63a5<\/h2>\n\n\n\n<p>\u6d4b\u8bd5\u901a\u8fc7\u540e\uff0c\u5c06\u667a\u80fd\u4f53\u53d1\u5e03\u4e3a API\uff0c\u4f9b\u524d\u7aef\u6216\u7b2c\u4e09\u65b9\u7cfb\u7edf\u8c03\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-27\">7.1 \u53d1\u5e03\u667a\u80fd\u4f53\u4e3a API<\/h3>\n\n\n\n<p>\u5728\u667a\u80fd\u4f53\u914d\u7f6e\u9875\u9762\uff0c\u70b9\u51fb&#8221;\u53d1\u5e03&#8221; \u2192 &#8220;API \u8c03\u7528&#8221;\uff0c\u7cfb\u7edf\u4f1a\u751f\u6210\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e94\u7528 ID\uff08APP_ID\uff09<\/strong>\uff1a\u5728\u5e94\u7528\u5361\u7247\u4e0a\u83b7\u53d6<\/li>\n\n\n\n<li><strong>API \u7aef\u70b9<\/strong>\uff1a<code>https:\/\/dashscope.aliyuncs.com\/api\/v1\/apps\/{APP_ID}\/completion<\/code><\/li>\n\n\n\n<li><strong>API Key<\/strong>\uff1a\u5728\u5bc6\u94a5\u7ba1\u7406\u9875\u9762\u521b\u5efa<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-28\">7.2 \u83b7\u53d6 API \u7aef\u70b9\u548c\u8ba4\u8bc1\u4fe1\u606f<\/h3>\n\n\n\n<p>\u53d1\u5e03\u540e\uff0c\u5728\u5e94\u7528\u5361\u7247\u4e0a\u53ef\u4ee5\u770b\u5230 APP_ID\u3002API Key \u9700\u8981\u5728\u767e\u70bc\u63a7\u5236\u53f0\u7684&#8221;API-KEY \u7ba1\u7406&#8221;\u4e2d\u521b\u5efa\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u5efa\u8bae\u5c06 API Key \u914d\u7f6e\u5230\u73af\u5883\u53d8\u91cf\u4e2d\uff0c\u907f\u514d\u786c\u7f16\u7801\u5230\u4ee3\u7801\u91cc\uff0c\u964d\u4f4e\u6cc4\u9732\u98ce\u9669\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code># \u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff08macOS\/Linux\uff09\nexport DASHSCOPE_API_KEY=\"sk-your-api-key-here\"\n\n# \u6c38\u4e45\u751f\u6548\uff08\u5199\u5165 shell \u914d\u7f6e\u6587\u4ef6\uff09\necho 'export DASHSCOPE_API_KEY=\"sk-your-api-key-here\"' &gt;&gt; ~\/.zshrc\nsource ~\/.zshrc\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-29\">7.3 Python \u8c03\u7528\u793a\u4f8b<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u4ee5\u4e0b\u4ee3\u7801\u662f\u5b8c\u6574\u7684\u53ef\u8fd0\u884c\u793a\u4f8b\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u901a\u8fc7 DashScope SDK \u8c03\u7528\u767e\u70bc\u667a\u80fd\u4f53 API\uff0c\u652f\u6301\u6d41\u5f0f\u8f93\u51fa\u4ee5\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nfrom http import HTTPStatus\nfrom dashscope import Application\n\n# \u4ece\u73af\u5883\u53d8\u91cf\u8bfb\u53d6 API Key\uff0c\u907f\u514d\u786c\u7f16\u7801\napi_key = os.getenv(\"DASHSCOPE_API_KEY\")\napp_id = \"your-app-id\"  # \u66ff\u6362\u4e3a\u5b9e\u9645\u7684 APP_ID\n\ndef chat_with_agent(user_message: str, session_id: str = None):\n    \"\"\"\u8c03\u7528\u767e\u70bc\u667a\u80fd\u4f53 API\"\"\"\n    kwargs = {\n   \n        \"api_key\": api_key,\n        \"app_id\": app_id,\n        \"prompt\": user_message,\n        \"stream\": True,  # \u63a8\u8350\u5f00\u542f\u6d41\u5f0f\u8f93\u51fa\n        \"incremental_output\": True,  # \u589e\u91cf\u8f93\u51fa\uff0c\u907f\u514d\u91cd\u590d\u5185\u5bb9\n    }\n\n    if session_id:\n        kwargs&#91;\"session_id\"] = session_id\n\n    responses = Application.call(**kwargs)\n\n    full_text = \"\"\n    for response in responses:\n        if response.status_code != HTTPStatus.OK:\n            print(f\"\u8bf7\u6c42\u5931\u8d25: code={response.status_code}, message={response.message}\")\n            break\n        chunk = response.output.text\n        full_text += chunk\n        print(chunk, end=\"\", flush=True)\n\n    # \u8fd4\u56de\u5b8c\u6574\u6587\u672c\u548c session_id\uff08\u7528\u4e8e\u591a\u8f6e\u5bf9\u8bdd\uff09\n    return full_text, responses&#91;-1].output.session_id if responses else None\n\n# \u5355\u8f6e\u5bf9\u8bdd\nresult, sid = chat_with_agent(\"\u5e2e\u6211\u89c4\u5212\u4e00\u4e2a\u676d\u5dde\u4e00\u65e5\u6e38\")\n\n# \u591a\u8f6e\u5bf9\u8bdd\uff08\u4f20\u5165 session_id \u4fdd\u6301\u4e0a\u4e0b\u6587\uff09\nresult, sid = chat_with_agent(\"\u5982\u679c\u4e0b\u96e8\u5462\uff1f\", session_id=sid)\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-30\">7.4 HTTP \u76f4\u63a5\u8c03\u7528\u793a\u4f8b<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Why<\/strong>\uff1a\u5982\u679c\u4e0d\u60f3\u5b89\u88c5 SDK\uff0c\u53ef\u4ee5\u76f4\u63a5\u7528 HTTP \u8bf7\u6c42\u8c03\u7528\uff0c\u9002\u5408\u975e Python \u73af\u5883\u3002<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code\"><code>curl -X POST https:\/\/dashscope.aliyuncs.com\/api\/v1\/apps\/your-app-id\/completion \\\n  --header \"Authorization: Bearer $DASHSCOPE_API_KEY\" \\\n  --header \"Content-Type: application\/json\" \\\n  --header \"X-DashScope-SSE: enable\" \\\n  --data '{\n    \"input\": {\n      \"prompt\": \"\u5e2e\u6211\u89c4\u5212\u4e00\u4e2a\u676d\u5dde\u4e00\u65e5\u6e38\"\n    },\n    \"parameters\": {\n      \"stream\": true,\n      \"incremental_output\": true\n    }\n  }'\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-31\">7.5 \u524d\u7aef\u5bf9\u63a5\u6ce8\u610f\u4e8b\u9879<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6d41\u5f0f\u8f93\u51fa<\/strong>\uff1a\u5f3a\u70c8\u5efa\u8bae\u5f00\u542f <code>stream: true<\/code>\uff0c\u667a\u80fd\u4f53\u8c03\u7528\u5de5\u5177\u65f6\u53ef\u80fd\u8017\u65f6\u8f83\u957f\uff0c\u6d41\u5f0f\u8f93\u51fa\u53ef\u4ee5\u907f\u514d\u8d85\u65f6<\/li>\n\n\n\n<li><strong>session_id \u7ba1\u7406<\/strong>\uff1a\u591a\u8f6e\u5bf9\u8bdd\u9700\u8981\u4f20\u9012 <code>session_id<\/code>\uff0c\u6ce8\u610f\u8be5 ID \u5728\u8fde\u7eed 1 \u5c0f\u65f6\u65e0\u8bf7\u6c42\u540e\u81ea\u52a8\u5931\u6548<\/li>\n\n\n\n<li><strong>\u9519\u8bef\u5904\u7406<\/strong>\uff1aMCP \u670d\u52a1\u5076\u5c14\u8d85\u65f6\u662f\u6b63\u5e38\u73b0\u8c61\uff0c\u524d\u7aef\u5e94\u505a\u597d\u91cd\u8bd5\u548c\u964d\u7ea7\u5c55\u793a<\/li>\n\n\n\n<li><strong>\u5e76\u53d1\u9650\u5236<\/strong>\uff1a\u6bcf\u4e2a API Key \u6709\u9ed8\u8ba4\u5e76\u53d1\u9650\u5236\uff0c\u9ad8\u5e76\u53d1\u573a\u666f\u9700\u8054\u7cfb\u963f\u91cc\u4e91\u63d0\u5347\u914d\u989d<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-32\">8. \u907f\u5751\u6307\u5357<\/h2>\n\n\n\n<p>\u5728\u6784\u5efa\u65c5\u884c\u89c4\u5212\u52a9\u624b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u8e29\u4e86\u4e0d\u5c11\u5751\u3002\u4ee5\u4e0b\u662f 5 \u4e2a\u6700\u5e38\u89c1\u7684\u5751\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-33\">\u5751 1\uff1a\u7cfb\u7edf\u63d0\u793a\u8bcd\u5199\u6cd5\u76f4\u63a5\u5f71\u54cd\u5de5\u5177\u8c03\u7528\u6210\u529f\u7387<\/h3>\n\n\n\n<p><strong>\u73b0\u8c61<\/strong>\uff1a\u667a\u80fd\u4f53\u7ecf\u5e38\u4e0d\u8c03\u7528\u5de5\u5177\uff0c\u800c\u662f\u76f4\u63a5\u7f16\u9020\u56de\u7b54\u3002<\/p>\n\n\n\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u6ca1\u6709\u660e\u786e&#8221;\u4f55\u65f6\u5fc5\u987b\u8c03\u7528\u5de5\u5177&#8221;\u7684\u89c4\u5219\uff0c\u667a\u80fd\u4f53\u503e\u5411\u4e8e&#8221;\u5077\u61d2&#8221;\u76f4\u63a5\u56de\u7b54\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5728\u63d0\u793a\u8bcd\u4e2d\u52a0\u5165\u5f3a\u5236\u89c4\u5219\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>## \u4e25\u683c\u89c4\u5219\n- \u6d89\u53ca\u5730\u70b9\u4fe1\u606f\u65f6\uff0c\u5fc5\u987b\u8c03\u7528\u5730\u56fe\u5de5\u5177\u67e5\u8be2\uff0c\u7981\u6b62\u51ed\u8bb0\u5fc6\u56de\u7b54\n- \u6d89\u53ca\u5929\u6c14\u4fe1\u606f\u65f6\uff0c\u5fc5\u987b\u8c03\u7528\u5929\u6c14\u5de5\u5177\u67e5\u8be2\uff0c\u7981\u6b62\u7f16\u9020\u5929\u6c14\u6570\u636e\n- \u6d89\u53ca\u8def\u7ebf\u89c4\u5212\u65f6\uff0c\u5fc5\u987b\u8c03\u7528\u8def\u7ebf\u5de5\u5177\uff0c\u7981\u6b62\u731c\u6d4b\u8ddd\u79bb\u548c\u65f6\u95f4\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-34\">\u5751 2\uff1a\u77e5\u8bc6\u5e93\u6587\u6863\u683c\u5f0f\u548c\u5207\u7247\u7c92\u5ea6\u7684\u9009\u62e9<\/h3>\n\n\n\n<p><strong>\u73b0\u8c61<\/strong>\uff1a\u77e5\u8bc6\u5e93\u68c0\u7d22\u8fd4\u56de\u7684\u5185\u5bb9\u4e0d\u76f8\u5173\uff0c\u6216\u8005\u5173\u952e\u4fe1\u606f\u88ab\u622a\u65ad\u3002<\/p>\n\n\n\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u6587\u6863\u683c\u5f0f\u4e0d\u89c4\u8303\u6216\u5207\u7247\u7c92\u5ea6\u4e0d\u5408\u7406\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0a\u4f20\u524d\u7edf\u4e00\u6587\u6863\u683c\u5f0f\uff0c\u6bcf\u4e2a\u666f\u70b9\/\u57ce\u5e02\u7528\u660e\u786e\u7684\u6807\u9898\u5206\u9694<\/li>\n\n\n\n<li>\u4f7f\u7528&#8221;\u6309\u6807\u9898\u5207\u7247&#8221;\u7b56\u7565\uff0c\u4fdd\u6301\u6bcf\u4e2a\u5207\u7247\u7684\u4fe1\u606f\u5b8c\u6574\u6027<\/li>\n\n\n\n<li>\u8bbe\u7f6e <code>chunk_overlap: 50<\/code>\uff0c\u907f\u514d\u5173\u952e\u4fe1\u606f\u88ab\u5207\u65ad<\/li>\n\n\n\n<li>\u5f00\u542f <code>rerank_enabled: true<\/code>\uff0c\u63d0\u5347\u68c0\u7d22\u7cbe\u5ea6<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-35\">\u5751 3\uff1aMCP \u670d\u52a1\u5076\u5c14\u8d85\u65f6\u7684\u964d\u7ea7\u7b56\u7565<\/h3>\n\n\n\n<p><strong>\u73b0\u8c61<\/strong>\uff1a\u9ad8\u5fb7\u5730\u56fe MCP \u670d\u52a1\u5728\u9ad8\u5cf0\u671f\u5076\u5c14\u8d85\u65f6\uff0c\u667a\u80fd\u4f53\u957f\u65f6\u95f4\u65e0\u54cd\u5e94\u3002<\/p>\n\n\n\n<p><strong>\u539f\u56e0<\/strong>\uff1aMCP \u670d\u52a1\u4f9d\u8d56\u5916\u90e8 API\uff0c\u7f51\u7edc\u6ce2\u52a8\u6216\u670d\u52a1\u7aef\u538b\u529b\u4f1a\u5bfc\u81f4\u8d85\u65f6\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u589e\u52a0\u964d\u7ea7\u63d0\u793a\uff1a&#8221;\u5982\u679c\u5de5\u5177\u8c03\u7528\u5931\u8d25\uff0c\u8bf7\u544a\u77e5\u7528\u6237\u5f53\u524d\u670d\u52a1\u6682\u65f6\u4e0d\u53ef\u7528\uff0c\u5e76\u5efa\u8bae\u7a0d\u540e\u91cd\u8bd5&#8221;<\/li>\n\n\n\n<li>\u524d\u7aef\u8bbe\u7f6e\u5408\u7406\u7684\u8d85\u65f6\u65f6\u95f4\uff08\u5efa\u8bae 30 \u79d2\uff09\uff0c\u8d85\u65f6\u540e\u5c55\u793a\u53cb\u597d\u7684\u63d0\u793a<\/li>\n\n\n\n<li>\u5bf9\u4e8e\u5173\u952e\u4fe1\u606f\uff08\u5982\u5929\u6c14\uff09\uff0c\u53ef\u4ee5\u540c\u65f6\u914d\u7f6e\u9ad8\u5fb7\u5929\u6c14\u548c\u5929\u6c14\u901a\u4e24\u4e2a MCP \u670d\u52a1\u4f5c\u4e3a\u5907\u4efd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-36\">\u5751 4\uff1aAPI \u53d1\u5e03\u540e\u7684\u5e76\u53d1\u9650\u5236<\/h3>\n\n\n\n<p><strong>\u73b0\u8c61<\/strong>\uff1a\u4e0a\u7ebf\u540e\u5e76\u53d1\u91cf\u7a0d\u9ad8\uff0cAPI \u8fd4\u56de 429 \u9519\u8bef\u3002<\/p>\n\n\n\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u767e\u70bc API \u9ed8\u8ba4\u6709\u5e76\u53d1\u9650\u5236\uff0c\u6bcf\u4e2a API Key \u7684\u9ed8\u8ba4 QPS \u6709\u9650\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u767e\u70bc\u63a7\u5236\u53f0\u67e5\u770b\u5f53\u524d\u914d\u989d\u548c\u7528\u91cf<\/li>\n\n\n\n<li>\u9ad8\u5e76\u53d1\u573a\u666f\u5efa\u8bae\u4f7f\u7528 Token Plan \u8ba2\u9605\uff0c\u4eab\u53d7\u66f4\u9ad8\u7684\u5e76\u53d1\u914d\u989d<\/li>\n\n\n\n<li>\u524d\u7aef\u5b9e\u73b0\u8bf7\u6c42\u961f\u5217\uff0c\u907f\u514d\u77ac\u95f4\u5927\u91cf\u5e76\u53d1<\/li>\n\n\n\n<li>\u8003\u8651\u4f7f\u7528\u7f13\u5b58\uff1a\u5bf9\u76f8\u540c\u67e5\u8be2\u7684\u77ed\u671f\u7ed3\u679c\u505a\u7f13\u5b58\uff0c\u51cf\u5c11\u91cd\u590d\u8c03\u7528<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-37\">\u5751 5\uff1a\u667a\u80fd\u4f53\u7684&#8221;\u5e7b\u89c9&#8221;\u95ee\u9898\u53ca\u5e94\u5bf9<\/h3>\n\n\n\n<p><strong>\u73b0\u8c61<\/strong>\uff1a\u667a\u80fd\u4f53\u6709\u65f6\u4f1a\u7f16\u9020\u4e0d\u5b58\u5728\u7684\u666f\u70b9\u6216\u9519\u8bef\u7684\u5929\u6c14\u6570\u636e\u3002<\/p>\n\n\n\n<p><strong>\u539f\u56e0<\/strong>\uff1a\u5927\u6a21\u578b\u7684\u751f\u6210\u5f0f\u672c\u8d28\u51b3\u5b9a\u4e86\u5b83\u503e\u5411\u4e8e&#8221;\u7f16\u9020&#8221;\u800c\u975e&#8221;\u62d2\u7edd&#8221;\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u660e\u786e\u7981\u6b62\u7f16\u9020\uff1a&#8221;\u4e0d\u8981\u7f16\u9020\u4e0d\u5b58\u5728\u7684\u5730\u70b9\u6216\u5929\u6c14\u4fe1\u606f\uff0c\u6240\u6709\u6570\u636e\u5fc5\u987b\u6765\u81ea\u5de5\u5177\u8fd4\u56de&#8221;<\/li>\n\n\n\n<li>\u77e5\u8bc6\u5e93\u8bbe\u7f6e\u8f83\u9ad8\u7684\u76f8\u4f3c\u5ea6\u9608\u503c\uff080.75+\uff09\uff0c\u8fc7\u6ee4\u4f4e\u8d28\u91cf\u68c0\u7d22\u7ed3\u679c<\/li>\n\n\n\n<li>\u5f00\u542f <code>enable_thinking<\/code> \u601d\u8003\u6a21\u5f0f\uff0c\u8ba9\u667a\u80fd\u4f53\u5728\u56de\u7b54\u524d\u5148\u53cd\u601d<\/li>\n\n\n\n<li>\u5bf9\u5173\u952e\u4fe1\u606f\uff08\u4ef7\u683c\u3001\u65f6\u95f4\u3001\u5730\u5740\uff09\u589e\u52a0\u9a8c\u8bc1\u63d0\u793a\uff1a&#8221;\u8bf7\u786e\u8ba4\u4ee5\u4e0a\u4fe1\u606f\u6765\u81ea\u5de5\u5177\u67e5\u8be2\u7ed3\u679c&#8221;<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"slide-38\">9. \u603b\u7ed3\u4e0e\u4e0b\u4e00\u6b65<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"slide-39\">9.1 \u96f6\u4ee3\u7801\u6784\u5efa\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u4ef7\u503c<\/h3>\n\n\n\n<p>\u901a\u8fc7\u672c\u6587\u7684\u5b9e\u6218\u6f14\u793a\uff0c\u53ef\u4ee5\u770b\u5230\u767e\u70bc\u96f6\u4ee3\u7801\u667a\u80fd\u4f53\u6784\u5efa\u7684\u6838\u5fc3\u4ef7\u503c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6548\u7387\u63d0\u5347<\/strong>\uff1a\u4ece\u4f20\u7edf\u5f00\u53d1\u7684 5-7 \u5929\u7f29\u77ed\u5230 30 \u5206\u949f<\/li>\n\n\n\n<li><strong>\u95e8\u69db\u964d\u4f4e<\/strong>\uff1a\u65e0\u9700\u7f16\u5199\u4ee3\u7801\uff0c\u4ea7\u54c1\u7ecf\u7406\u4e5f\u80fd\u72ec\u7acb\u5b8c\u6210<\/li>\n\n\n\n<li><strong>\u80fd\u529b\u4e30\u5bcc<\/strong>\uff1aMCP \u670d\u52a1\u8ba9\u667a\u80fd\u4f53\u5177\u5907\u771f\u5b9e\u7684\u5de5\u5177\u8c03\u7528\u80fd\u529b<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u6269\u5c55<\/strong>\uff1a\u77e5\u8bc6\u5e93 + 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