{"id":121932,"date":"2026-11-04T01:40:59","date_gmt":"2026-11-03T17:40:59","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121932.html"},"modified":"2026-11-04T01:40:59","modified_gmt":"2026-11-03T17:40:59","slug":"agent%e6%bc%94%e5%8c%96%e5%8f%b2%ef%bc%88%e4%b8%83%ef%bc%89%ef%bc%9amcp%e6%99%ba%e8%83%bd%e4%bd%93%e4%b8%96%e7%95%8c%e7%9a%84usb-c%ef%bc%8c%e5%92%8c%e5%ae%83%e5%81%b7%e5%81%b7%e6%94%b6%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121932.html","title":{"rendered":"Agent\u6f14\u5316\u53f2\uff08\u4e03\uff09\uff1aMCP\u667a\u80fd\u4f53\u4e16\u754c\u7684USB-C\uff0c\u548c\u5b83\u5077\u5077\u6536\u7684\u8fc7\u8def\u8d39"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* 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\u5077\u5077\u62ff\u5230\u4e86\u5b83\u4e0d\u8be5\u6709\u7684\u6570\u636e\u5e93\u5199\u6743\u9650&#xff0c;\u56e0\u4e3a\u5f53\u521d\u590d\u5236\u9002\u914d\u5668\u65f6\u987a\u624b\u5e26\u4e0a\u4e86\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u662f\u5178\u578b\u7684 M\u00d7N \u96c6\u6210\u95ee\u9898\u3002 M \u4e2a\u6d88\u8d39\u65b9 \u00d7 N \u4e2a\u6570\u636e\u6e90 &#061; M\u00d7N \u5957\u9002\u914d\u4ee3\u7801\u3002\u5b83\u4e0d\u968f\u89c4\u6a21\u7ebf\u6027\u589e\u957f&#xff0c;\u5b83\u76f8\u4e58\u3002\u800c\u4e14\u6bcf\u4e00\u5957\u90fd\u6709\u81ea\u5df1\u7684\u8ba4\u8bc1\u903b\u8f91\u3001\u9519\u8bef\u5904\u7406\u548c\u5b57\u6bb5\u6620\u5c04\u2014\u2014\u51fa\u9519\u7684\u5730\u65b9\u4e5f\u662f M\u00d7N \u4e2a\u3002<\/p>\n<hr \/>\n<h3>02 \u00b7 \u4e00\u53e5\u8bdd\u539f\u7406<\/h3>\n<p>\u6807\u51c6\u5316\u628a&#034;\u5bf9\u63a5\u6210\u672c&#034;\u53d8\u6210\u4e86&#034;\u51b3\u7b56\u6210\u672c&#034; \u2014\u2014 \u4fbf\u5b9c\u4e86\u96c6\u6210&#xff0c;\u8d35\u4e86\u89c4\u5212\u3002<\/p>\n<p>\u8fd9\u662f\u672c\u7bc7\u7684\u53cd\u5e38\u8bc6\u94a9\u5b50&#xff0c;\u4e5f\u662f\u5f88\u591a\u4eba\u7528\u4e0a MCP \u4e09\u4e2a\u6708\u540e\u624d\u53cd\u5e94\u8fc7\u6765\u7684\u4e8b\u3002\u8d26\u5355\u4e0a\u7684 token \u786e\u5b9e\u5c11\u4e86&#xff0c;\u4f46\u6a21\u578b\u53d8\u5f97\u66f4\u5bb9\u6613\u9009\u9519\u5de5\u5177\u3001\u6216\u8005\u4e0d\u6562\u9009\u5de5\u5177\u2014\u2014\u800c\u8fd9\u4e2a\u4ee3\u4ef7\u4e0d\u51fa\u73b0\u5728\u8d26\u5355\u4e0a&#xff0c;\u5b83\u51fa\u73b0\u5728\u6210\u529f\u7387\u91cc\u3002<\/p>\n<hr \/>\n<h3>03 \u00b7 M\u00d7N \u5230\u5e95\u591a\u53ef\u6015&#xff1a;\u4e00\u4e2a\u4e58\u6cd5&#xff0c;\u800c\u4e0d\u662f\u52a0\u6cd5<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261103174058-6aea1caa0f94f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6807\u51c6\u5316\u4e4b\u540e&#xff1a;3 &#043; 5 &#061; 8 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NM\u00d7N&#xff08;\u5957&#xff09;M&#043;N&#xff08;\u5957&#xff09;\u51cf\u5c11<\/tr>\n<tbody>\n<tr>\n<td>2<\/td>\n<td>5<\/td>\n<td>10<\/td>\n<td>7<\/td>\n<td>30%<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>10<\/td>\n<td>30<\/td>\n<td>13<\/td>\n<td>57%<\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>20<\/td>\n<td>100<\/td>\n<td>25<\/td>\n<td>75%<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>30<\/td>\n<td>240<\/td>\n<td>38<\/td>\n<td>84%<\/td>\n<\/tr>\n<tr>\n<td>12<\/td>\n<td>50<\/td>\n<td>600<\/td>\n<td>62<\/td>\n<td>90%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u540e\u4e00\u4e2a\u6570\u5b57\u503c\u5f97\u76ef\u7740\u770b\u4e00\u773c&#xff1a;600 \u5957 vs 62 \u5957\u3002 \u8fd9\u4e0d\u662f&#034;\u7701\u4e86\u70b9\u4e8b&#034;&#xff0c;\u8fd9\u662f&#034;\u80fd\u505a&#034;\u548c&#034;\u505a\u4e0d\u4e86&#034;\u7684\u533a\u522b\u3002<\/p>\n<hr \/>\n<h3>04 \u00b7 \u4e09\u5c42\u67b6\u6784&#xff1a;Host \/ Client \/ Server<\/h3>\n<p>MCP 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div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-o9XR5esj4aMe5J5d .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-o9XR5esj4aMe5J5d rect.text{fill:none;stroke-width:0;}#mermaid-svg-o9XR5esj4aMe5J5d .icon-shape,#mermaid-svg-o9XR5esj4aMe5J5d .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-o9XR5esj4aMe5J5d .icon-shape p,#mermaid-svg-o9XR5esj4aMe5J5d .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-o9XR5esj4aMe5J5d .icon-shape .label rect,#mermaid-svg-o9XR5esj4aMe5J5d .image-shape .label rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-o9XR5esj4aMe5J5d .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-o9XR5esj4aMe5J5d .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-o9XR5esj4aMe5J5d :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>Host&#xff08;\u5bbf\u4e3b\u5e94\u7528&#xff09;<\/p>\n<p><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"edgeLabel\"><\/span><\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>\u4f60\u7684 Agent \/ IDE<\/p>\n<p><\/span><\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>MCP Client\u6bcf\u4e2a Server \u4e00\u4e2a\u8fde\u63a5<\/p>\n<p><\/span><\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>Server \u00b7 GitHub<\/p>\n<p><\/span><\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>Server \u00b7 \u6570\u636e\u5e93<\/p>\n<p><\/span><\/p>\n<p>         <span class=\"nodeLabel\"><\/p>\n<p>Server \u00b7 \u6587\u4ef6\u7cfb\u7edf<\/p>\n<p><\/span><\/p>\n<table>\n<tr>\u89d2\u8272\u804c\u8d23<\/tr>\n<tbody>\n<tr>\n<td>Host<\/td>\n<td>\u5bbf\u4e3b\u5e94\u7528&#xff08;\u4f60\u7684 Agent \/ IDE&#xff09;\u3002\u8d1f\u8d23\u6743\u9650\u4e0e\u5ba1\u6279<\/td>\n<\/tr>\n<tr>\n<td>Client<\/td>\n<td>\u5185\u5d4c\u5728 Host \u91cc&#xff0c;\u6bcf\u4e2a Server \u4e00\u4e2a\u8fde\u63a5&#xff0c;\u8d70 JSON-RPC<\/td>\n<\/tr>\n<tr>\n<td>Server<\/td>\n<td>\u66b4\u9732 Tools \/ Resources \/ Prompts&#xff08;90% \u7684\u573a\u666f\u53ea\u7528\u5f97\u5230 Tools&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5173\u952e&#xff1a;\u6743\u9650\u8fb9\u754c\u843d\u5728 Host \u4e0a \u2014\u2014 Server \u8bf4&#034;\u6211\u80fd\u505a\u4ec0\u4e48&#034;&#xff0c;Host \u51b3\u5b9a&#034;\u51c6\u4e0d\u51c6\u505a&#034;\u3002 \u8fd9\u4e2a\u5206\u79bb\u662f P8 \u4e09\u9053\u9501\u80fd\u843d\u5730\u7684\u524d\u63d0\u3002<\/p>\n<hr \/>\n<h3>05 \u00b7 \u5ef6\u8fdf\u7ed1\u5b9a&#xff1a;\u7701\u4e0b\u7684 token&#xff0c;\u548c\u4ea4\u51fa\u53bb\u7684\u4e1c\u897f<\/h3>\n<p>\u63a5\u4e0a MCP \u4e4b\u540e&#xff0c;\u9a6c\u4e0a\u4f1a\u9047\u5230\u65b0\u95ee\u9898&#xff1a;50 \u4e2a\u5de5\u5177\u7684\u5b8c\u6574 schema \u6bcf\u8f6e\u90fd\u8981\u91cd\u53d1\u2014\u2014P1 \u6211\u4eec\u7b97\u8fc7&#xff0c;\u8be6\u7ec6\u578b schema \u5e73\u5747 233 token&#xff0c;50 \u4e2a\u5c31\u662f 11,650 token\/\u8f6e&#xff0c;\u800c\u4e14\u8ddf\u4efb\u52a1\u5185\u5bb9\u4e00\u4e2a\u5b57\u5173\u7cfb\u90fd\u6ca1\u6709\u3002<\/p>\n<p>\u89e3\u6cd5\u53eb\u5ef6\u8fdf\u7ed1\u5b9a&#xff08;lazy binding&#xff09;&#xff1a;\u5e38\u9a7b\u4e0a\u4e0b\u6587\u7684\u53ea\u6709\u4e00\u4efd&#034;\u76ee\u5f55&#034;&#xff08;\u6bcf\u4e2a\u5de5\u5177\u540d\u5b57 &#043; \u4e00\u53e5\u8bdd&#xff09;&#xff0c;\u51b3\u5b9a\u8981\u8c03\u7528\u67d0\u4e2a\u5de5\u5177\u65f6&#xff0c;\u624d\u628a\u5b83\u7684\u8be6\u7ec6 schema \u62c9\u8fdb\u6765\u3002<\/p>\n<table>\n<tr>\u65b9\u5f0f\u5355\u8f6e\u5e38\u9a7b token&#xff08;N&#061;50&#xff09;\u76f8\u5bf9\u5168\u91cf<\/tr>\n<tbody>\n<tr>\n<td>\u5168\u91cf\u4e0b\u53d1 schema<\/td>\n<td>11,650<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>\u76ee\u5f55 &#043; \u6309\u9700\u5c55\u5f00&#xff08;\u53ea\u62c9 3 \u4e2a&#xff09;<\/td>\n<td>1,299<\/td>\n<td>\u7701 89%<\/td>\n<\/tr>\n<tr>\n<td>\u8ba1\u5165 15% \u89c4\u5212\u7a0e&#xff08;\u9009\u9519\u91cd\u6765&#xff09;\u540e<\/td>\n<td>1,494<\/td>\n<td>\u4ecd\u7701 87%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5047\u8bbe&#xff1a;\u76ee\u5f55\u9879 12 token\/\u4e2a\u3001\u8be6\u7ec6 schema 233 token\/\u4e2a&#xff08;\u6765\u81ea P1 \u5b9e\u6d4b&#xff09;\u3001\u4e00\u8f6e\u5c55\u5f00 3 \u4e2a\u3001\u9009\u9519\u7387 15%\u3002<\/p>\n<p>\u4ece\u8d26\u9762\u4e0a\u770b&#xff0c;\u8fd9\u662f\u7eaf\u8d5a\u3002 \u90a3\u4ee3\u4ef7\u5728\u54ea&#xff1f;<\/p>\n<table>\n<tr>\u73b0\u8c61\u539f\u56e0\u8868\u73b0\u600e\u4e48\u91cf<\/tr>\n<tbody>\n<tr>\n<td>\u9009\u9519\u5de5\u5177<\/td>\n<td>\u53ea\u770b\u540d\u5b57\u731c\u529f\u80fd<\/td>\n<td>\u8c03\u4e86\u8bed\u4e49\u76f8\u8fd1\u7684\u53e6\u4e00\u4e2a<\/td>\n<td>\u7edf\u8ba1&#034;\u9996\u6b21\u8c03\u7528\u5373\u6b63\u786e&#034;\u7684\u6bd4\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u4e0d\u6562\u4e0b\u624b<\/td>\n<td>\u53c2\u6570\u4e0d\u786e\u5b9a&#xff0c;\u6015\u62a5\u9519<\/td>\n<td>\u591a\u8f6e\u81ea\u6211\u8be2\u95ee&#xff0c;\u6b65\u6570\u865a\u9ad8<\/td>\n<td>\u7edf\u8ba1&#034;\u51b3\u7b56\u8f6e \/ \u603b\u8f6e\u6570&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u53cd\u590d\u8bd5\u63a2<\/td>\n<td>\u7528\u62a5\u9519\u53cd\u63a8 schema<\/td>\n<td>\u540c\u4e00\u5de5\u5177\u8fde\u7eed\u8c03\u7528\u5931\u8d25<\/td>\n<td>\u7edf\u8ba1&#034;\u53c2\u6570\u6821\u9a8c\u5931\u8d25\u7387&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u6f0f\u6389\u8be5\u7528\u7684<\/td>\n<td>\u76ee\u5f55\u91cc\u6ca1\u770b\u51fa\u6709\u8fd9\u4e2a\u80fd\u529b<\/td>\n<td>\u7ed5\u8fdc\u8def&#xff0c;\u7528\u7b28\u529e\u6cd5\u8fbe\u6210<\/td>\n<td>\u5bf9\u6bd4&#034;\u6700\u4f18\u8def\u5f84\u547d\u4e2d\u7387&#034;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u89c4\u5212\u7a0e\u7684\u672c\u8d28&#xff1a; \u4fe1\u606f\u4ece&#034;\u6a21\u578b\u770b\u5f97\u5230&#034;\u53d8\u6210\u4e86&#034;\u6a21\u578b\u8981\u5f00\u53e3\u8981&#034;\u3002\u4e00\u6b21 API \u8c03\u7528\u7684\u6210\u672c\u53d8\u6210\u4e86\u8d26\u5355\u4e0a\u7684\u6570\u5b57&#xff0c;\u800c\u4e00\u6b21\u51b3\u7b56\u5931\u8bef\u7684\u6210\u672c\u53d8\u6210\u4e86\u65e5\u5fd7\u91cc\u7684\u5931\u8d25\u7387\u3002 \u540e\u8005\u6ca1\u4eba\u5929\u5929\u770b&#xff0c;\u6240\u4ee5\u5b83\u7ecf\u5e38\u88ab\u5ffd\u7565\u5230\u4e0a\u7ebf\u4e4b\u540e\u3002<\/p>\n<p>\u600e\u4e48\u538b\u4f4e\u89c4\u5212\u7a0e&#xff1f;\u4e09\u4e2a\u505a\u6cd5&#xff0c;\u6309\u6027\u4ef7\u6bd4\u6392\u5e8f&#xff1a;<\/p>\n<li>\u76ee\u5f55\u9879\u5199\u6e05\u695a\u9002\u7528\u8fb9\u754c&#xff0c;\u800c\u4e0d\u662f\u529f\u80fd\u63cf\u8ff0\u3002\u5bf9\u6bd4&#xff1a;\u201c\u641c\u7d22\u6d88\u606f\u201d vs \u201c\u641c\u7d22\u5de5\u5355\/IM \u4e2d\u7684\u6d88\u606f&#xff08;\u4e0d\u542b\u4ee3\u7801&#xff09;\u201d\u3002\u52a0\u4e00\u53e5&#034;\u4e0d\u542b\u4ec0\u4e48&#034;\u6bd4\u52a0\u5341\u53e5&#034;\u80fd\u505a\u4ec0\u4e48&#034;\u6709\u6548\u3002<\/li>\n<li>\u9ad8\u9891\u5de5\u5177\u5e38\u9a7b\u3002\u522b\u641e\u4e00\u5200\u5207\u2014\u2014\u628a\u8c03\u7528\u5360\u6bd4 80% \u7684\u90a3\u51e0\u4e2a\u5de5\u5177\u7684\u8be6\u7ec6 schema \u5e38\u9a7b&#xff0c;\u53ea\u5bf9\u957f\u5c3e\u5de5\u5177\u5ef6\u8fdf\u7ed1\u5b9a\u3002<\/li>\n<li>\u7ed9\u5de5\u5177\u6309\u573a\u666f\u5206\u7ec4&#xff0c;\u5148\u9009\u7ec4\u518d\u9009\u5de5\u5177\u3002\u8fd9\u5176\u5b9e\u5c31\u662f P5 \u7684\u62c6\u5206\u601d\u8def\u5728\u5de5\u5177\u5c42\u9762\u7684\u5e94\u7528\u3002<\/li>\n<hr \/>\n<h3>06 \u00b7 \u6700\u5c0f\u5b9e\u73b0&#xff1a;\u76ee\u5f55 &#043; \u6309\u9700\u5c55\u5f00<\/h3>\n<p>&#xff08;\u5b8c\u6574\u4ee3\u7801 106 \u884c&#xff09;<\/p>\n<p><span class=\"token comment\"># \u5e38\u9a7b\u4e0a\u4e0b\u6587\u7684\u53ea\u6709\u76ee\u5f55&#xff1a;\u540d\u5b57 &#043; \u4e00\u53e5\u8bdd&#xff0c;\u7ea6 12 token\/\u4e2a<\/span><br \/>\nCATALOG_TEXT <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>srv<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\/<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>n<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span> <span class=\"token keyword\">for<\/span> srv<span class=\"token punctuation\">,<\/span> names <span class=\"token keyword\">in<\/span> SERVERS<span class=\"token punctuation\">.<\/span>items<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> n <span class=\"token keyword\">in<\/span> names<span class=\"token punctuation\">)<\/span><br \/>\nSYSTEM <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u53ef\u7528\u5de5\u5177\u76ee\u5f55&#xff1a;\\\\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>CATALOG_TEXT<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\\\\n\\\\n&#034;<\/span><\/span> \\\\<br \/>\n         <span class=\"token string\">&#034;\u6d41\u7a0b&#xff1a;\u9009\u5de5\u5177 -&gt; load_schema \u62c9\u8be6\u7ec6\u5b9a\u4e49 -&gt; \u518d\u8c03\u7528&#034;<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">load_schema<\/span><span class=\"token punctuation\">(<\/span>names<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    got <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>FULL_SCHEMAS<span class=\"token punctuation\">[<\/span>n<span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">for<\/span> n <span class=\"token keyword\">in<\/span> names <span class=\"token keyword\">if<\/span> n <span class=\"token keyword\">in<\/span> FULL_SCHEMAS<span class=\"token punctuation\">]<\/span><br \/>\n    loaded<span class=\"token punctuation\">.<\/span>extend<span class=\"token punctuation\">(<\/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 keyword\">return<\/span> json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span>g<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;function&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">for<\/span> g <span class=\"token keyword\">in<\/span> got<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6bcf\u8f6e\u53ea\u5e26&#xff1a;\u76ee\u5f55\u5de5\u5177 &#043; \u6700\u8fd1\u5c55\u5f00\u8fc7\u7684\u51e0\u4e2a&#xff08;\u4e0d\u662f\u5168\u90e8 50 \u4e2a&#xff09;<\/span><br \/>\nresp <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>completions<span class=\"token punctuation\">.<\/span>create<span class=\"token punctuation\">(<\/span><br \/>\n    model<span class=\"token operator\">&#061;<\/span>MODEL<span class=\"token punctuation\">,<\/span> messages<span class=\"token operator\">&#061;<\/span>messages<span class=\"token punctuation\">,<\/span><br \/>\n    tools<span class=\"token operator\">&#061;<\/span>catalog_lines<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token punctuation\">[<\/span>FULL_SCHEMAS<span class=\"token punctuation\">[<\/span>n<span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">for<\/span> n <span class=\"token keyword\">in<\/span> loaded<span class=\"token punctuation\">[<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">6<\/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<table>\n<tr>\u95ee\u9898\u7b54\u6848<\/tr>\n<tbody>\n<tr>\n<td>\u6a21\u62df\u5b9e\u73b0\u91cc 50 \u4e2a\u5de5\u5177\u600e\u4e48\u6765\u7684&#xff1f;<\/td>\n<td>\u6309 github \/ db \/ slack \/ web \/ fs \u4e94\u4e2a server \u5404 10 \u4e2a\u751f\u6210\u3002\u771f\u5b9e\u73af\u5883\u6765\u81ea tools\/list&#xff0c;\u53ef\u80fd\u6765\u81ea\u4e0d\u540c\u8fdb\u7a0b<\/td>\n<\/tr>\n<tr>\n<td>\u4e3a\u4ec0\u4e48\u8981\u4fdd\u7559&#034;\u6700\u8fd1\u5c55\u5f00\u8fc7\u7684 6 \u4e2a&#034;&#xff1f;<\/td>\n<td>\u4e00\u4e2a\u4efb\u52a1\u91cc\u540c\u4e00\u4e2a\u5de5\u5177\u5f80\u5f80\u8981\u8c03\u591a\u6b21\u3002\u6bcf\u6b21\u90fd\u91cd\u65b0\u5c55\u5f00\u7b49\u4e8e\u53cd\u590d\u4ea4\u7a0e\u3002\u8fd9\u662f\u7f13\u5b58\u4e0e\u4e0a\u4e0b\u6587\u7684\u6298\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u76ee\u5f55\u91cc\u8981\u4e0d\u8981\u5199\u670d\u52a1\u540d&#xff1f;<\/td>\n<td>\u8981&#xff0c;\u5199\u6210 github\/list_pr \u800c\u4e0d\u662f list_pr\u3002\u547d\u540d\u7a7a\u95f4\u672c\u8eab\u5c31\u662f\u6d88\u6b67\u4fe1\u606f&#xff0c;\u6210\u672c\u51e0\u4e4e\u4e3a\u96f6<\/td>\n<\/tr>\n<tr>\n<td>\u5ef6\u8fdf\u7ed1\u5b9a\u5bf9\u77ed\u4efb\u52a1\u662f\u8d5a\u662f\u8d54&#xff1f;<\/td>\n<td>\u5de5\u5177\u5c11\u4e8e 10 \u4e2a\u65f6\u662f\u8d54&#xff1a;\u76ee\u5f55 &#043; \u5c55\u5f00\u7684\u5f80\u8fd4&#xff0c;\u6bd4\u76f4\u63a5\u5168\u91cf\u4e0b\u53d1\u8fd8\u8d35\u3002\u9608\u503c\u5927\u81f4\u5728 15-20 \u4e2a\u5de5\u5177<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>07 \u00b7 \u8fc7\u8def\u8d39&#xff1a;\u5386\u53f2\u4e0a\u6bcf\u6b21\u6807\u51c6\u5316\u90fd\u6536\u540c\u4e00\u79cd<\/h3>\n<table>\n<tr>\u6807\u51c6\u5316\u7701\u6389\u7684\u65b0\u589e\u7684\u8c01\u627f\u62c5<\/tr>\n<tbody>\n<tr>\n<td>USB-C<\/td>\n<td>\u4e00\u5806\u4e13\u7528\u7ebf\u7f06\u548c\u8f6c\u63a5\u5934<\/td>\n<td>&#034;\u6211\u5230\u5e95\u8be5\u63d2\u54ea\u4e2a\u53e3&#034;\u7684\u51b3\u7b56<\/td>\n<td>\u7528\u6237<\/td>\n<\/tr>\n<tr>\n<td>\u5bb9\u5668 \/ K8s<\/td>\n<td>&#034;\u5728\u6211\u673a\u5668\u4e0a\u80fd\u8dd1&#034;\u7684\u95ee\u9898<\/td>\n<td>\u7f16\u6392\u590d\u6742\u5ea6\u3001YAML \u5730\u72f1<\/td>\n<td>\u8fd0\u7ef4<\/td>\n<\/tr>\n<tr>\n<td>\u5fae\u670d\u52a1 &#043; HTTP<\/td>\n<td>\u5355\u4f53\u8026\u5408<\/td>\n<td>\u5206\u5e03\u5f0f\u4e8b\u52a1\u3001\u94fe\u8def\u8ffd\u8e2a<\/td>\n<td>\u67b6\u6784<\/td>\n<\/tr>\n<tr>\n<td>MCP<\/td>\n<td>M\u00d7N \u9002\u914d\u5668<\/td>\n<td>\u89c4\u5212\u7a0e&#xff08;\u51b3\u7b56\u6210\u672c&#xff09;<\/td>\n<td>\u6a21\u578b&#xff08;\u548c\u4f60\u7684\u6210\u529f\u7387&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u89c4\u5f8b\u5f88\u6e05\u695a&#xff1a;\u6807\u51c6\u5316\u6c38\u8fdc\u4e0d\u4f1a\u6d88\u706d\u590d\u6742\u5ea6&#xff0c;\u5b83\u53ea\u6539\u53d8\u590d\u6742\u5ea6\u843d\u5728\u8c01\u5934\u4e0a\u3002<\/p>\n<p>USB-C \u4e4b\u524d&#xff0c;\u4f60\u5305\u91cc\u6709\u4e00\u5806\u7ebf&#xff1b;USB-C \u4e4b\u540e&#xff0c;\u4f60\u53ea\u6709\u4e00\u4e2a\u53e3\u2014\u2014\u4f46\u8981\u968f\u65f6\u5224\u65ad&#034;\u8fd9\u6b21\u8be5\u63d2\u663e\u793a\u5668\u8fd8\u662f\u786c\u76d8&#034;\u3002\u7701\u4e0b\u7684\u662f\u7269\u7406\u8d1f\u62c5&#xff0c;\u591a\u51fa\u6765\u7684\u662f\u6bcf\u4e00\u6b21\u7684\u51b3\u7b56\u8d1f\u62c5\u3002 MCP \u5b8c\u5168\u540c\u6784&#xff1a;\u7701\u4e0b\u7684\u662f\u5de5\u7a0b\u5e08\u5199\u9002\u914d\u5668\u7684\u8d1f\u62c5&#xff0c;\u591a\u51fa\u6765\u7684\u662f\u6a21\u578b\u6bcf\u6b21\u9009\u5de5\u5177\u7684\u51b3\u7b56\u8d1f\u62c5\u3002<\/p>\n<p>\u77e5\u9053\u8fd9\u4e2a\u89c4\u5f8b\u6709\u4ec0\u4e48\u7528&#xff1f; \u5b83\u8ba9\u4f60\u80fd\u63d0\u524d\u9884\u5224&#xff1a;\u51e1\u662f&#034;\u7edf\u4e00\u4e86\u63a5\u53e3&#034;\u7684\u6280\u672f&#xff0c;\u4e0a\u7ebf\u540e\u4e00\u5b9a\u4f1a\u51fa\u73b0\u4e00\u7c7b\u65b0\u7684\u3001\u4e0d\u5728\u8d26\u5355\u4e0a\u7684\u5931\u8d25\u3002\u4f60\u5e94\u8be5\u5728\u4e0a\u7ebf\u524d\u5c31\u4e3a\u5b83\u57cb\u597d\u76d1\u63a7\u6307\u6807&#xff08;\u6bd4\u5982&#034;\u5de5\u5177\u9996\u6b21\u8c03\u7528\u6b63\u786e\u7387&#034;&#xff09;&#xff0c;\u800c\u4e0d\u662f\u7b49\u6210\u529f\u7387\u6389\u4e86\u518d\u53bb\u731c\u539f\u56e0\u3002<\/p>\n<hr \/>\n<h3>08 \u00b7 \u73b0\u5b9e\u5bf9\u7167&#xff1a;USB-C \u4e4b\u540e&#xff0c;\u4f60\u8fd8\u662f\u5f97\u60f3\u63d2\u54ea\u4e2a<\/h3>\n<table>\n<tr>\u573a\u666f\u7edf\u4e00\u524d\u7edf\u4e00\u540e<\/tr>\n<tbody>\n<tr>\n<td>\u63a5\u663e\u793a\u5668<\/td>\n<td>\u627e HDMI\/DP\/VGA \u8f6c\u63a5\u5934<\/td>\n<td>\u4e00\u6839\u7ebf\u89e3\u51b3<\/td>\n<\/tr>\n<tr>\n<td>\u63a5\u786c\u76d8 &#043; \u663e\u793a\u5668 &#043; \u5145\u7535<\/td>\n<td>\u4e09\u4e2a\u53e3&#xff0c;\u5404\u63d2\u5404\u7684<\/td>\n<td>\u4e00\u4e2a\u53e3&#xff0c;\u4f46\u8981\u9009\u987a\u5e8f\u6216\u4e0a\u62d3\u5c55\u575e<\/td>\n<\/tr>\n<tr>\n<td>\u51fa\u5dee\u524d\u68c0\u67e5<\/td>\n<td>\u201c\u6bcf\u79cd\u7ebf\u90fd\u5e26\u4e00\u6839\u201d<\/td>\n<td>\u201c\u5e26\u4e00\u6839\u5c31\u884c\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5230\u4e86\u4f1a\u8bae\u5ba4<\/td>\n<td>\u53d1\u73b0\u5c11\u5e26\u4e00\u4e2a\u8f6c\u63a5\u5934<\/td>\n<td>\u53d1\u73b0\u8fd9\u4e2a\u53e3\u4e0d\u652f\u6301\u89c6\u9891\u8f93\u51fa<\/td>\n<\/tr>\n<tr>\n<td>\u5931\u8d25\u5f62\u6001<\/td>\n<td>\u7269\u7406\u4e0a\u4e0d\u53ef\u80fd&#xff08;\u7f3a\u4ef6&#xff09;<\/td>\n<td>\u80fd\u529b\u4e0a\u4e0d\u786e\u5b9a&#xff08;\u4e0d\u77e5\u9053\u884c\u4e0d\u884c&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6700\u540e\u4e00\u884c\u662f\u91cd\u70b9&#xff1a;\u7edf\u4e00\u524d\u7684\u5931\u8d25\u662f&#034;\u505a\u4e0d\u5230&#034;&#xff0c;\u7edf\u4e00\u540e\u7684\u5931\u8d25\u662f&#034;\u4e0d\u786e\u5b9a\u80fd\u4e0d\u80fd\u505a\u5230&#034;\u3002 \u540e\u8005\u66f4\u9690\u853d&#xff0c;\u4e5f\u66f4\u96be\u6392\u67e5\u2014\u2014\u5b83\u9700\u8981\u4f60\u4e3b\u52a8\u53bb\u95ee&#xff0c;\u800c\u4e0d\u662f\u770b\u4e00\u773c\u5c31\u77e5\u9053\u3002<\/p>\n<hr \/>\n<h3>09 \u00b7 \u4e0b\u4e00\u7bc7<\/h3>\n<p>\u5230\u8fd9\u91cc&#xff0c;tiny-agent \u6709\u624b\u3001\u6709\u5faa\u73af\u3001\u6709\u8111\u5b50\u3001\u6709\u8bb0\u5fc6\u3001\u80fd\u5206\u5de5\u3001\u80fd\u63a5\u6807\u51c6\u534f\u8bae\u3002\u6f14\u793a\u7684\u65f6\u5019\u5b83\u505a\u5f97\u5f88\u6f02\u4eae\u3002<\/p>\n<p>\u7136\u540e\u4e0a\u7ebf\u7b2c\u4e00\u5468&#xff1a;\u6210\u672c\u8d85\u9884\u7b97 20 \u500d&#xff0c;\u4e14\u6ca1\u4eba\u77e5\u9053\u5b83\u4e3a\u4ec0\u4e48\u5931\u8d25\u2014\u2014\u56e0\u4e3a\u4ece\u6765\u6ca1\u6709\u4eba\u7cfb\u7edf\u5730\u8bb0\u5f55\u8fc7\u5b83\u662f\u600e\u4e48\u5931\u8d25\u7684\u3002<\/p>\n<p>\u4e0b\u4e00\u7bc7\u662f\u8fd9\u4e2a\u7cfb\u5217\u7ade\u4e89\u6700\u5c0f\u3001\u4ef7\u503c\u6700\u9ad8\u7684\u4e00\u7bc7&#xff1a;P8\u300a\u4e3a\u4ec0\u4e48\u4f60\u7684 Agent \u6f14\u793a\u60ca\u8273\u3001\u4e0a\u7ebf\u5c31\u5d29\u300b&#xff0c;\u8bb2\u5931\u8d25\u8c31\u3001\u8bc4\u6d4b\u96c6&#xff0c;\u4ee5\u53ca\u4e94\u9053\u9632\u7ebf\u5404\u81ea\u80fd\u538b\u6389\u591a\u5c11\u5931\u8d25\u7387\u3002<\/p>\n<p>\u601d\u8003\u9898&#xff1a; \u4f60\u7684 Agent \u6709\u6ca1\u6709\u4e00\u4e2a&#034;\u5de5\u5177\u9996\u6b21\u8c03\u7528\u6b63\u786e\u7387&#034;\u7684\u6307\u6807&#xff1f;\u5982\u679c\u6ca1\u6709&#xff0c;\u4f60\u5f88\u53ef\u80fd\u5df2\u7ecf\u4ea4\u4e86\u89c4\u5212\u7a0e&#xff0c;\u53ea\u662f\u8d26\u5355\u4e0a\u770b\u4e0d\u51fa\u6765\u3002<\/p>\n<hr \/>\n<h3>\u7cfb\u5217\u5bfc\u822a<\/h3>\n<table>\n<tr>\u7f16\u53f7\u7bc7\u76ee\u72b6\u6001<\/tr>\n<tbody>\n<tr>\n<td>P1<\/td>\n<td>Agent\u6f14\u5316\u53f2&#xff08;\u4e00&#xff09;\u5265\u6389\u8425\u9500\u8bdd\u672f\u540e&#xff0c;\u667a\u80fd\u4f53\u53ea\u5269 34 \u884c\u4ee3\u7801<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P2<\/td>\n<td>Agent\u6f14\u5316\u53f2&#xff08;\u4e8c&#xff09;\u6a21\u578b\u4ece\u6ca1\u78b0\u8fc7\u4f60\u7684\u5de5\u5177&#xff1a;Function Calling \u53ea\u662f\u4e00\u4efd\u7533\u8bf7\u4e66<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P3<\/td>\n<td>while True \u7684\u5a01\u529b\u4e0e\u6050\u6016&#xff1a;\u5faa\u73af\u4e0e\u56db\u9053\u5239\u8f66<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P4<\/td>\n<td>\u4e0a\u4e0b\u6587\u5de5\u7a0b\u7684\u8bde\u751f&#xff0c;\u4e3a\u4ec0\u4e48&#034;\u63d0\u793a\u8bcd\u5de5\u7a0b&#034;\u8fd9\u4e2a\u5c97\u4f4d\u6d88\u5931\u4e86<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P5<\/td>\n<td>\u4eceRAG\u5230\u8bb0\u5fc6\u56fe\u8c31&#xff0c;\u540c\u4e00\u4e2a\u5751\u8e29\u5341\u6b21&#xff0c;\u5b83\u6bcf\u6b21\u90fd\u8e29\u5f97\u540c\u6837\u8ba4\u771f<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P6<\/td>\n<td>\u4e00\u4e2a\u4e0a\u5e1d\u6a21\u578b\u4e0d\u591f\u7528&#xff0c;47 \u4e2a\u5de5\u5177&#xff0c;\u5b83\u6bcf 5 \u6b21\u5c31\u9009\u9519 1 \u6b21<\/td>\n<td>\u5df2\u5b8c\u7a3f<\/td>\n<\/tr>\n<tr>\n<td>P7<\/td>\n<td>MCP\u667a\u80fd\u4f53\u4e16\u754c\u7684USB-C&#xff0c;\u548c\u5b83\u5077\u5077\u6536\u7684\u8fc7\u8def\u8d39<\/td>\n<td>\u672c\u7bc7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr 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