{"id":111095,"date":"2026-09-30T10:09:56","date_gmt":"2026-09-30T02:09:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/111095.html"},"modified":"2026-09-30T10:09:56","modified_gmt":"2026-09-30T02:09:56","slug":"voltagent-%e5%ae%9e%e6%88%98%ef%bc%9a%e7%94%a8-typescript-%e6%9e%84%e5%bb%ba%e5%8f%af%e8%a7%82%e6%b5%8b%e7%9a%84-ai-agent","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/111095.html","title":{"rendered":"VoltAgent \u5b9e\u6218\uff1a\u7528 TypeScript \u6784\u5efa\u53ef\u89c2\u6d4b\u7684 AI Agent"},"content":{"rendered":"<h3>\u6458\u8981<\/h3>\n<p>\u4ece\u96f6\u5b9e\u73b0 Agent \u65f6&#xff0c;\u9664\u4e86\u6a21\u578b\u8c03\u7528&#xff0c;\u8fd8\u8981\u5904\u7406\u5de5\u5177\u6ce8\u518c\u3001\u8bb0\u5fc6\u3001\u6d41\u5f0f\u54cd\u5e94\u3001\u5de5\u4f5c\u6d41\u3001\u4eba\u5de5\u786e\u8ba4\u3001MCP \u63a5\u5165\u548c\u8fd0\u884c\u89c2\u6d4b\u3002\u53ea\u7528\u4e00\u4e2a\u5faa\u73af\u4e0d\u65ad\u8c03\u7528\u6a21\u578b&#xff0c;\u539f\u578b\u53ef\u4ee5\u8fd0\u884c&#xff0c;\u4efb\u52a1\u4e00\u590d\u6742\u5c31\u5bb9\u6613\u5931\u63a7\u3002<\/p>\n<p>VoltAgent \u662f\u4e00\u4e2a\u5f00\u6e90 TypeScript Agent \u5de5\u7a0b\u5e73\u53f0&#xff0c;\u63d0\u4f9b Agent Runtime\u3001\u5de5\u5177\u3001\u8bb0\u5fc6\u3001\u5de5\u4f5c\u6d41\u3001MCP\u3001RAG \u548c\u591a\u667a\u80fd\u4f53\u7b49\u80fd\u529b&#xff0c;\u540c\u65f6\u914d\u5957\u53ef\u89c2\u6d4b\u4e0e\u8fd0\u8425\u80fd\u529b\u3002\u672c\u6587\u4ece\u521b\u5efa\u9879\u76ee\u5f00\u59cb&#xff0c;\u6784\u5efa\u4e00\u4e2a\u5e26\u5de5\u5177\u548c\u8bb0\u5fc6\u7684\u5ba2\u670d Agent&#xff0c;\u518d\u8ba8\u8bba\u5de5\u4f5c\u6d41\u6682\u505c\u6062\u590d\u3001\u6743\u9650\u8fb9\u754c\u548c\u751f\u4ea7\u90e8\u7f72\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<h3>\u4e00\u3001\u80cc\u666f\u4e0e\u95ee\u9898<\/h3>\n<p>\u4e00\u4e2a\u5de5\u5177\u578b Agent \u7684\u57fa\u672c\u5faa\u73af\u5982\u4e0b&#xff1a;<\/p>\n<p>\u7528\u6237\u95ee\u9898<br \/>\n  \u2192 \u6a21\u578b\u7406\u89e3\u4efb\u52a1<br \/>\n  \u2192 \u5224\u65ad\u662f\u5426\u8c03\u7528\u5de5\u5177<br \/>\n  \u2192 \u6267\u884c\u5de5\u5177<br \/>\n  \u2192 \u628a\u5de5\u5177\u7ed3\u679c\u4ea4\u7ed9\u6a21\u578b<br \/>\n  \u2192 \u7ee7\u7eed\u8c03\u7528\u6216\u751f\u6210\u6700\u7ec8\u7b54\u6848<\/p>\n<p>\u5982\u679c\u6240\u6709\u903b\u8f91\u90fd\u624b\u5199\u5728\u4e00\u4e2a\u6587\u4ef6\u4e2d&#xff0c;\u5f88\u5feb\u4f1a\u9047\u5230&#xff1a;<\/p>\n<ul>\n<li>\u5de5\u5177\u53c2\u6570\u6821\u9a8c\u5206\u6563\u3002<\/li>\n<li>\u5bf9\u8bdd\u8bb0\u5fc6\u65e0\u6cd5\u6301\u4e45\u5316\u3002<\/li>\n<li>\u591a\u6b65\u4efb\u52a1\u6ca1\u6709\u7edf\u4e00\u72b6\u6001\u3002<\/li>\n<li>\u5de5\u5177\u5931\u8d25\u540e\u96be\u4ee5\u91cd\u8bd5\u6216\u6062\u590d\u3002<\/li>\n<li>\u5ba2\u6237\u7aef\u65ad\u5f00\u540e\u4efb\u52a1\u72b6\u6001\u4e0d\u660e\u786e\u3002<\/li>\n<li>Agent \u7684 Token\u3001\u5ef6\u8fdf\u548c\u5de5\u5177\u8c03\u7528\u65e0\u6cd5\u8ffd\u8e2a\u3002<\/li>\n<\/ul>\n<p>VoltAgent \u7684\u8bbe\u8ba1\u91cd\u70b9\u662f\u628a Agent \u5de5\u7a0b\u62c6\u6210\u8fd0\u884c\u65f6\u3001\u5de5\u5177\u3001\u8bb0\u5fc6\u3001\u5de5\u4f5c\u6d41\u548c\u89c2\u6d4b\u7b49\u53ef\u7ec4\u5408\u90e8\u5206\u3002\u5b98\u65b9\u4ed3\u5e93\u5c06\u5176\u5b9a\u4f4d\u4e3a TypeScript Agent \u5de5\u7a0b\u5e73\u53f0&#xff0c;\u5e76\u63d0\u4f9b &#064;voltagent\/core\u3001\u5de5\u4f5c\u6d41\u3001\u5de5\u5177\u6ce8\u518c\u3001MCP \u548c\u8bb0\u5fc6\u7b49\u80fd\u529b\u3002<\/p>\n<h3>\u4e8c\u3001\u6838\u5fc3\u6982\u5ff5<\/h3>\n<h4>1. Agent<\/h4>\n<p>Agent \u901a\u5e38\u7531\u4ee5\u4e0b\u5143\u7d20\u7ec4\u6210&#xff1a;<\/p>\n<table>\n<tr>\u5143\u7d20\u4f5c\u7528<\/tr>\n<tbody>\n<tr>\n<td>Instructions<\/td>\n<td>\u89d2\u8272\u3001\u8fb9\u754c\u548c\u884c\u4e3a\u89c4\u5219<\/td>\n<\/tr>\n<tr>\n<td>Model<\/td>\n<td>\u5b9e\u9645\u8c03\u7528\u7684\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>Tools<\/td>\n<td>Agent \u53ef\u4ee5\u8c03\u7528\u7684\u5916\u90e8\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>Memory<\/td>\n<td>\u8de8\u8f6e\u6b21\u4fdd\u5b58\u7684\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr>\n<td>Runtime<\/td>\n<td>\u6267\u884c\u6a21\u578b\u4e0e\u5de5\u5177\u5faa\u73af<\/td>\n<\/tr>\n<tr>\n<td>Guardrails<\/td>\n<td>\u8f93\u5165\u8f93\u51fa\u548c\u52a8\u4f5c\u7ea6\u675f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Agent \u7684\u5de5\u5177\u96c6\u5408\u8d8a\u591a&#xff0c;\u6a21\u578b\u9700\u8981\u5904\u7406\u7684\u5de5\u5177\u63cf\u8ff0\u8d8a\u591a&#xff0c;Prompt \u6210\u672c\u548c\u8bef\u8c03\u7528\u6982\u7387\u4e5f\u4f1a\u589e\u52a0\u3002<\/p>\n<h4>2. Tool<\/h4>\n<p>\u4e00\u4e2a\u5408\u683c\u7684\u5de5\u5177\u4e0d\u53ea\u662f\u4e00\u4e2a\u51fd\u6570&#xff0c;\u8fd8\u5e94\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u660e\u786e\u7684\u540d\u79f0\u548c\u63cf\u8ff0\u3002<\/li>\n<li>\u53ef\u6821\u9a8c\u7684\u8f93\u5165 Schema\u3002<\/li>\n<li>\u6743\u9650\u8981\u6c42\u3002<\/li>\n<li>\u8d85\u65f6\u548c\u91cd\u8bd5\u8fb9\u754c\u3002<\/li>\n<li>\u662f\u5426\u4ea7\u751f\u526f\u4f5c\u7528\u3002<\/li>\n<li>\u5ba1\u8ba1\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p>\u67e5\u8be2\u5de5\u5355\u548c\u4fee\u6539\u5de5\u5355\u7684\u5b89\u5168\u7ea7\u522b\u4e0d\u540c&#xff0c;\u4e0d\u80fd\u53ea\u56e0\u4e3a\u5b83\u4eec\u90fd\u662f TypeScript \u51fd\u6570\u5c31\u91c7\u7528\u540c\u6837\u7684\u7b56\u7565\u3002<\/p>\n<h4>3. Memory<\/h4>\n<p>\u8bb0\u5fc6\u81f3\u5c11\u5206\u4e3a&#xff1a;<\/p>\n<ul>\n<li>\u77ed\u671f\u8bb0\u5fc6&#xff1a;\u5f53\u524d\u4f1a\u8bdd\u6d88\u606f\u3002<\/li>\n<li>\u957f\u671f\u8bb0\u5fc6&#xff1a;\u7528\u6237\u504f\u597d\u3001\u5386\u53f2\u4e8b\u5b9e\u548c\u4efb\u52a1\u7ed3\u679c\u3002<\/li>\n<li>\u4e1a\u52a1\u72b6\u6001&#xff1a;\u8ba2\u5355\u3001\u5de5\u5355\u3001\u5ba1\u6279\u7b49\u53ef\u9a8c\u8bc1\u6570\u636e\u3002<\/li>\n<\/ul>\n<p>\u4e1a\u52a1\u72b6\u6001\u4e0d\u80fd\u53ea\u653e\u5728\u6a21\u578b\u8bb0\u5fc6\u4e2d\u3002\u6a21\u578b\u8bb0\u5fc6\u53ef\u4ee5\u5e2e\u52a9\u7406\u89e3\u4e0a\u4e0b\u6587&#xff0c;\u4f46\u4e0d\u80fd\u66ff\u4ee3\u6570\u636e\u5e93\u4e2d\u7684\u771f\u5b9e\u72b6\u6001\u3002<\/p>\n<h4>4. Workflow<\/h4>\n<p>Workflow \u9002\u5408\u63cf\u8ff0\u53ef\u9884\u6d4b\u7684\u591a\u6b65\u6d41\u7a0b&#xff0c;\u4f8b\u5982\u62a5\u9500\u5ba1\u6279\u3001\u6587\u6863\u5904\u7406\u548c\u5ba2\u670d\u5347\u7ea7\u3002\u5b83\u4e0e\u81ea\u7531\u89c4\u5212\u7684 Agent \u4e0d\u540c&#xff1a;<\/p>\n<table>\n<tr>\u7c7b\u578b\u7279\u70b9<\/tr>\n<tbody>\n<tr>\n<td>Agent<\/td>\n<td>\u6a21\u578b\u52a8\u6001\u51b3\u5b9a\u4e0b\u4e00\u6b65<\/td>\n<\/tr>\n<tr>\n<td>Workflow<\/td>\n<td>\u5f00\u53d1\u8005\u9884\u5148\u5b9a\u4e49\u6b65\u9aa4\u548c\u5206\u652f<\/td>\n<\/tr>\n<tr>\n<td>Agent &#043; Workflow<\/td>\n<td>Agent \u8d1f\u8d23\u5c40\u90e8\u51b3\u7b56&#xff0c;Workflow \u8d1f\u8d23\u6574\u4f53\u8fb9\u754c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9ad8\u98ce\u9669\u6d41\u7a0b\u901a\u5e38\u5e94\u8ba9 Workflow \u638c\u63e1\u4e3b\u6d41\u7a0b&#xff0c;\u628a Agent \u9650\u5236\u5728\u67d0\u4e2a\u6b65\u9aa4\u5185\u3002<\/p>\n<h3>\u4e09\u3001\u5de5\u4f5c\u539f\u7406<\/h3>\n<h4>1. VoltAgent \u8fd0\u884c\u7ed3\u6784<\/h4>\n<p>VoltAgent \u5e94\u7528<br \/>\n \u251c\u2500 Agent<br \/>\n \u2502   \u251c\u2500 Instructions<br \/>\n \u2502   \u251c\u2500 Model Provider<br \/>\n \u2502   \u251c\u2500 Tools<br \/>\n \u2502   \u2514\u2500 Memory<br \/>\n \u251c\u2500 Workflow<br \/>\n \u2502   \u251c\u2500 Step<br \/>\n \u2502   \u251c\u2500 Suspend<br \/>\n \u2502   \u2514\u2500 Resume<br \/>\n \u251c\u2500 Server<br \/>\n \u2514\u2500 Logger \/ Observability<\/p>\n<p>\u5e94\u7528\u542f\u52a8\u540e&#xff0c;\u670d\u52a1\u7aef\u66b4\u9732 Agent \u548c\u5de5\u4f5c\u6d41\u7684\u8fd0\u884c\u5165\u53e3&#xff0c;\u4e1a\u52a1\u7cfb\u7edf\u53ef\u4ee5\u901a\u8fc7 HTTP \u6216\u5176\u4ed6\u96c6\u6210\u65b9\u5f0f\u53d1\u8d77\u4efb\u52a1\u3002<\/p>\n<h4>2. \u5de5\u5177\u8c03\u7528\u5faa\u73af<\/h4>\n<p>\u8f93\u5165\u6d88\u606f<br \/>\n  \u2192 \u7ec4\u88c5\u7cfb\u7edf\u6307\u4ee4\u3001\u5386\u53f2\u6d88\u606f\u548c\u5de5\u5177 Schema<br \/>\n  \u2192 \u8c03\u7528\u6a21\u578b<br \/>\n  \u2192 \u5982\u679c\u8fd4\u56de\u6587\u672c&#xff1a;\u7ed3\u675f<br \/>\n  \u2192 \u5982\u679c\u8fd4\u56de\u5de5\u5177\u8c03\u7528&#xff1a;<br \/>\n       \u6821\u9a8c\u53c2\u6570<br \/>\n       \u68c0\u67e5\u6743\u9650<br \/>\n       \u6267\u884c\u5de5\u5177<br \/>\n       \u8bb0\u5f55\u7ed3\u679c<br \/>\n       \u56de\u5230\u6a21\u578b<\/p>\n<p>\u5faa\u73af\u5fc5\u987b\u8bbe\u7f6e\u6700\u5927\u6b65\u6570\u3001\u6700\u5927\u603b\u8017\u65f6\u548c\u603b Token \u9884\u7b97\u3002\u6a21\u578b\u201c\u8ba4\u4e3a\u8fd8\u9700\u8981\u7ee7\u7eed\u201d\u4e0d\u7b49\u4e8e\u7cfb\u7edf\u5fc5\u987b\u65e0\u9650\u6267\u884c\u3002<\/p>\n<h4>3. \u5de5\u4f5c\u6d41\u6682\u505c\u4e0e\u6062\u590d<\/h4>\n<p>\u6d89\u53ca\u4eba\u5de5\u5ba1\u6279\u7684\u6d41\u7a0b\u4e0d\u80fd\u4e00\u76f4\u5360\u7528 HTTP \u8bf7\u6c42\u3002\u66f4\u5408\u7406\u7684\u65b9\u5f0f\u662f&#xff1a;<\/p>\n<p>\u6267\u884c\u6b65\u9aa4<br \/>\n  \u2192 \u53d1\u73b0\u9700\u8981\u4eba\u5de5\u786e\u8ba4<br \/>\n  \u2192 \u6301\u4e45\u5316\u72b6\u6001<br \/>\n  \u2192 suspend<br \/>\n  \u2192 \u8fd4\u56de\u4efb\u52a1 ID<br \/>\n  \u2192 \u4eba\u5de5\u63d0\u4ea4\u51b3\u5b9a<br \/>\n  \u2192 resume<br \/>\n  \u2192 \u7ee7\u7eed\u540e\u7eed\u6b65\u9aa4<\/p>\n<p>\u6682\u505c\u72b6\u6001\u8981\u4fdd\u5b58\u5728\u53ef\u9760\u5b58\u50a8\u4e2d&#xff0c;\u4e0d\u80fd\u53ea\u5b58\u5728 Node.js \u8fdb\u7a0b\u5185\u5b58\u3002<\/p>\n<h3>\u56db\u3001\u5b9e\u6218\u793a\u4f8b<\/h3>\n<h4>1. \u521b\u5efa\u9879\u76ee<\/h4>\n<p>VoltAgent \u5b98\u65b9\u4ed3\u5e93\u63d0\u4f9b\u4e86\u521b\u5efa\u9879\u76ee\u7684 CLI \u5165\u53e3&#xff1a;<\/p>\n<p><span class=\"token function\">npm<\/span> create voltagent-app&#064;latest<br \/>\n<span class=\"token builtin class-name\">cd<\/span> my-agent-app<br \/>\n<span class=\"token function\">npm<\/span> <span class=\"token function\">install<\/span><\/p>\n<p>\u521b\u5efa\u65f6\u6839\u636e\u63d0\u793a\u9009\u62e9\u6a21\u578b\u4f9b\u5e94\u5546\u548c\u9879\u76ee\u9009\u9879\u3002\u5b9e\u9645\u547d\u4ee4\u548c\u6a21\u677f\u4f1a\u968f\u7248\u672c\u53d8\u5316&#xff0c;\u5efa\u8bae\u4ee5\u5f53\u524d\u4ed3\u5e93 README \u548c\u5b98\u65b9\u6587\u6863\u4e3a\u51c6\u3002<\/p>\n<h4>2. \u914d\u7f6e\u6a21\u578b\u5bc6\u94a5<\/h4>\n<p><span class=\"token assign-left variable\">OPENAI_API_KEY<\/span><span class=\"token operator\">&#061;<\/span>replace-with-development-key<\/p>\n<p>\u5f00\u53d1\u73af\u5883\u53ef\u4ee5\u4f7f\u7528 .env&#xff0c;\u4f46\u4e0d\u8981\u5c06\u771f\u5b9e\u5bc6\u94a5\u63d0\u4ea4\u5230\u4ed3\u5e93\u3002\u751f\u4ea7\u73af\u5883\u5e94\u901a\u8fc7 Secret \u7ba1\u7406\u7cfb\u7edf\u6ce8\u5165&#xff0c;\u5e76\u9650\u5236\u5e94\u7528\u8fdb\u7a0b\u8bfb\u53d6\u8303\u56f4\u3002<\/p>\n<h4>3. \u5b9a\u4e49\u4e00\u4e2a\u5de5\u5177<\/h4>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> z <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;zod&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">export<\/span> <span class=\"token keyword\">const<\/span> queryTicketTool <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n  name<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;query_ticket&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  description<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u5f53\u524d\u7528\u6237\u6709\u6743\u9650\u8bbf\u95ee\u7684\u5de5\u5355\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  parameters<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">object<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    ticketId<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">min<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token function-variable function\">execute<\/span><span class=\"token operator\">:<\/span> <span class=\"token keyword\">async<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> ticketId <span class=\"token punctuation\">}<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> ticketId<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">const<\/span> ticket <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> ticketRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findVisible<\/span><span class=\"token punctuation\">(<\/span>ticketId<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>ticket<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span> found<span class=\"token operator\">:<\/span> <span class=\"token boolean\">false<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n      found<span class=\"token operator\">:<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n      id<span class=\"token operator\">:<\/span> ticket<span class=\"token punctuation\">.<\/span>id<span class=\"token punctuation\">,<\/span><br \/>\n      status<span class=\"token operator\">:<\/span> ticket<span class=\"token punctuation\">.<\/span>status<span class=\"token punctuation\">,<\/span><br \/>\n      summary<span class=\"token operator\">:<\/span> ticket<span class=\"token punctuation\">.<\/span>summary<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u793a\u4f8b\u4e2d\u7684 findVisible \u5e94\u5728\u6570\u636e\u5e93\u67e5\u8be2\u5c42\u6267\u884c\u79df\u6237\u548c\u7528\u6237\u6743\u9650\u8fc7\u6ee4\u3002\u4e0d\u80fd\u5148\u67e5\u51fa\u5168\u90e8\u5de5\u5355&#xff0c;\u518d\u628a\u6743\u9650\u5224\u65ad\u4ea4\u7ed9\u6a21\u578b\u3002<\/p>\n<h4>4. \u521b\u5efa Agent<\/h4>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> Agent<span class=\"token punctuation\">,<\/span> Memory<span class=\"token punctuation\">,<\/span> VoltAgent <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;voltagent\/core&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> LibSQLMemoryAdapter <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;voltagent\/libsql&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> createPinoLogger <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;voltagent\/logger&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> honoServer <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;voltagent\/server-hono&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> openai <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;ai-sdk\/openai&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> queryTicketTool <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;.\/tools\/query-ticket&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">const<\/span> memory <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Memory<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n  storage<span class=\"token operator\">:<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">LibSQLMemoryAdapter<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    url<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;file:.\/.voltagent\/memory.db&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">const<\/span> supportAgent <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Agent<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n  name<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;support-agent&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  instructions<span class=\"token operator\">:<\/span> <span class=\"token template-string\"><span class=\"token template-punctuation string\">&#096;<\/span><span class=\"token string\"><br \/>\n\u4f60\u662f\u5ba2\u670d\u5de5\u5355\u52a9\u624b\u3002<br \/>\n\u53ea\u80fd\u67e5\u8be2\u5f53\u524d\u7528\u6237\u6709\u6743\u9650\u8bbf\u95ee\u7684\u5de5\u5355\u3002<br \/>\n\u65e0\u6cd5\u786e\u8ba4\u7684\u4fe1\u606f\u8981\u660e\u786e\u8bf4\u660e&#xff0c;\u4e0d\u8981\u7f16\u9020\u5de5\u5355\u72b6\u6001\u3002<br \/>\n\u6d89\u53ca\u4fee\u6539\u3001\u5173\u95ed\u6216\u5220\u9664\u5de5\u5355\u65f6&#xff0c;\u5fc5\u987b\u8981\u6c42\u4eba\u5de5\u786e\u8ba4\u3002<br \/>\n  <\/span><span class=\"token template-punctuation string\">&#096;<\/span><\/span><span class=\"token punctuation\">,<\/span><br \/>\n  model<span class=\"token operator\">:<\/span> <span class=\"token function\">openai<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;gpt-4o-mini&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  tools<span class=\"token operator\">:<\/span> <span class=\"token punctuation\">[<\/span>queryTicketTool<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  memory<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">const<\/span> logger <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">createPinoLogger<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n  name<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;support-agent&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  level<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;info&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">VoltAgent<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n  agents<span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    supportAgent<span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  server<span class=\"token operator\">:<\/span> <span class=\"token function\">honoServer<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  logger<span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u8fd9\u91cc\u4f7f\u7528\u4e86\u6301\u4e45\u5316\u8bb0\u5fc6&#xff0c;\u4f46\u8bb0\u5fc6\u6570\u636e\u5e93\u4ecd\u9700\u8981\u5907\u4efd\u3001\u52a0\u5bc6\u548c\u8bbf\u95ee\u63a7\u5236\u3002\u5bf9\u8bdd\u8bb0\u5fc6\u4e0d\u5e94\u65e0\u9650\u589e\u957f&#xff0c;\u5e94\u8be5\u8bbe\u7f6e\u4f1a\u8bdd\u8fc7\u671f\u548c\u6458\u8981\u7b56\u7565\u3002<\/p>\n<h4>5. \u542f\u52a8\u5f00\u53d1\u670d\u52a1<\/h4>\n<p><span class=\"token function\">npm<\/span> run dev<\/p>\n<p>\u542f\u52a8\u540e\u5148\u7528\u672c\u5730\u6d4b\u8bd5\u8bf7\u6c42\u9a8c\u8bc1&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST http:\/\/localhost:3141\/agents\/support-agent <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;{&#034;message&#034;:&#034;\u8bf7\u67e5\u8be2\u5de5\u5355 INC-1001&#034;}&#039;<\/span><\/p>\n<p>\u4e0d\u540c\u7248\u672c\u7684\u670d\u52a1\u8def\u7531\u53ef\u80fd\u5b58\u5728\u5dee\u5f02&#xff0c;\u5b9e\u9645\u8c03\u7528\u8def\u5f84\u4ee5\u542f\u52a8\u65e5\u5fd7\u548c\u9879\u76ee\u6a21\u677f\u751f\u6210\u7684\u8def\u7531\u4e3a\u51c6\u3002<\/p>\n<h4>6. \u589e\u52a0\u5de5\u4f5c\u6d41\u8fb9\u754c<\/h4>\n<p>\u5bf9\u4e8e\u201c\u67e5\u8be2\u540e\u51b3\u5b9a\u662f\u5426\u5347\u7ea7\u201d\u7684\u4efb\u52a1&#xff0c;\u53ef\u4ee5\u5c06\u5173\u952e\u6b65\u9aa4\u663e\u5f0f\u5efa\u6a21&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> createWorkflowChain <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;&#064;voltagent\/core&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> z <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">&#034;zod&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">export<\/span> <span class=\"token keyword\">const<\/span> escalationWorkflow <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">createWorkflowChain<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n  id<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;ticket-escalation&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  name<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;Ticket Escalation&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  purpose<span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;\u6839\u636e\u5de5\u5355\u4fe1\u606f\u51b3\u5b9a\u662f\u5426\u5347\u7ea7\u5230\u4eba\u5de5\u56e2\u961f&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  input<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">object<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    ticketId<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    reason<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  result<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">object<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n    status<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">enum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;pending&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;escalated&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;rejected&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    note<span class=\"token operator\">:<\/span> z<span class=\"token punctuation\">.<\/span><span class=\"token function\">string<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u751f\u4ea7\u5b9e\u73b0\u4e2d\u53ef\u4ee5\u7ee7\u7eed\u8ffd\u52a0\u67e5\u8be2\u3001\u89c4\u5219\u5224\u65ad\u3001\u4eba\u5de5\u786e\u8ba4\u548c\u7ed3\u679c\u5199\u5165\u6b65\u9aa4\u3002\u6d89\u53ca\u5916\u90e8\u5199\u64cd\u4f5c\u65f6&#xff0c;\u4e0d\u8981\u53ea\u8ba9\u6a21\u578b\u8f93\u51fa\u201c\u5df2\u5347\u7ea7\u201d&#xff0c;\u5fc5\u987b\u7531\u540e\u7aef\u5de5\u5177\u771f\u6b63\u6267\u884c\u5e76\u8fd4\u56de\u53ef\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n<h3>\u4e94\u3001\u5e38\u89c1\u95ee\u9898\u4e0e\u5b9e\u8df5\u5efa\u8bae<\/h3>\n<h4>1. \u4e3a\u4ec0\u4e48 Agent \u603b\u662f\u8c03\u7528\u9519\u8bef\u7684\u5de5\u5177&#xff1f;<\/h4>\n<p>\u68c0\u67e5\u5de5\u5177\u63cf\u8ff0\u662f\u5426\u91cd\u53e0\u3001\u53c2\u6570 Schema \u662f\u5426\u6e05\u6670\u3001\u5de5\u5177\u6570\u91cf\u662f\u5426\u8fc7\u591a&#xff0c;\u4ee5\u53ca\u662f\u5426\u628a\u4e0d\u76f8\u5173\u5de5\u5177\u5168\u90e8\u66b4\u9732\u7ed9\u6bcf\u4e2a Agent\u3002\u53ef\u4ee5\u6309\u4efb\u52a1\u52a8\u6001\u63d0\u4f9b\u5de5\u5177\u96c6\u5408&#xff0c;\u5e76\u4e3a\u5de5\u5177\u540d\u79f0\u4f7f\u7528\u7a33\u5b9a\u3001\u5177\u4f53\u7684\u52a8\u8bcd\u3002<\/p>\n<h4>2. \u8bb0\u5fc6\u4f1a\u4e0d\u4f1a\u6cc4\u9732\u5176\u4ed6\u7528\u6237\u7684\u4fe1\u606f&#xff1f;<\/h4>\n<p>\u4f1a&#xff0c;\u5c24\u5176\u662f\u5728\u4f1a\u8bdd ID\u3001\u7528\u6237 ID \u548c\u79df\u6237 ID \u6ca1\u6709\u4e25\u683c\u7ed1\u5b9a\u65f6\u3002\u6bcf\u6b21\u8bfb\u53d6\u8bb0\u5fc6\u90fd\u8981\u4f7f\u7528\u670d\u52a1\u7aef\u751f\u6210\u7684\u4f5c\u7528\u57df&#xff0c;\u4e0d\u80fd\u76f4\u63a5\u4fe1\u4efb\u5ba2\u6237\u7aef\u4f20\u6765\u7684 conversation ID\u3002<\/p>\n<h4>3. \u662f\u5426\u5e94\u8be5\u8ba9 Agent \u81ea\u52a8\u6267\u884c\u5199\u64cd\u4f5c&#xff1f;<\/h4>\n<p>\u9ed8\u8ba4\u4e0d\u5e94\u8be5\u3002\u5199\u64cd\u4f5c\u9700\u8981\u6743\u9650\u68c0\u67e5\u3001\u53c2\u6570\u6821\u9a8c\u3001\u5e42\u7b49\u952e\u3001\u5ba1\u8ba1\u548c\u4eba\u5de5\u786e\u8ba4\u3002\u53ea\u8981\u64cd\u4f5c\u6d89\u53ca\u8d44\u91d1\u3001\u5220\u9664\u3001\u6743\u9650\u53d8\u66f4\u6216\u5bf9\u5916\u53d1\u9001\u6d88\u606f&#xff0c;\u5c31\u5e94\u8bbe\u7f6e\u66f4\u4e25\u683c\u7684\u5ba1\u6279\u8fb9\u754c\u3002<\/p>\n<h4>4. \u5982\u4f55\u9650\u5236 Agent \u7684\u6210\u672c&#xff1f;<\/h4>\n<p>\u8bbe\u7f6e\u5355\u4efb\u52a1\u6700\u5927\u6b65\u6570\u3001\u8f93\u5165\u548c\u8f93\u51fa Token \u4e0a\u9650\u3001\u5de5\u5177\u8c03\u7528\u6b21\u6570\u3001\u603b\u8017\u65f6\u548c\u6a21\u578b\u7ea7\u9884\u7b97\u3002\u957f\u4efb\u52a1\u53ef\u4ee5\u91c7\u7528\u4f4e\u6210\u672c\u6a21\u578b\u505a\u89c4\u5212&#xff0c;\u9ad8\u80fd\u529b\u6a21\u578b\u53ea\u5904\u7406\u5173\u952e\u6b65\u9aa4\u3002<\/p>\n<h4>5. VoltOps \u7b49\u89c2\u6d4b\u80fd\u529b\u80fd\u66ff\u4ee3\u81ea\u5efa\u76d1\u63a7\u5417&#xff1f;<\/h4>\n<p>\u5e73\u53f0\u89c2\u6d4b\u9002\u5408\u67e5\u770b Agent \u6267\u884c\u8fc7\u7a0b\u548c\u5f00\u53d1\u8c03\u8bd5&#xff0c;\u4f46\u4f01\u4e1a\u4ecd\u9700\u5c06\u5173\u952e\u6307\u6807\u63a5\u5165\u81ea\u5df1\u7684\u65e5\u5fd7\u3001\u6307\u6807\u3001\u5ba1\u8ba1\u548c\u544a\u8b66\u7cfb\u7edf\u3002\u5c24\u5176\u662f\u79df\u6237\u8d39\u7528\u3001\u4e1a\u52a1\u6743\u9650\u548c\u654f\u611f\u6570\u636e\u8bbf\u95ee&#xff0c;\u4e0d\u80fd\u53ea\u4f9d\u8d56\u7b2c\u4e09\u65b9\u63a7\u5236\u53f0\u3002<\/p>\n<h3>\u516d\u3001\u8fdb\u9636\u601d\u8003<\/h3>\n<h4>1. Agent \u4e0e\u4e1a\u52a1\u7cfb\u7edf\u7684\u8fb9\u754c<\/h4>\n<p>\u5efa\u8bae\u91c7\u7528\u4ee5\u4e0b\u8fb9\u754c&#xff1a;<\/p>\n<p>Agent&#xff1a;\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u3001\u89c4\u5212\u3001\u9009\u62e9\u5de5\u5177<br \/>\n\u4e1a\u52a1\u670d\u52a1&#xff1a;\u6743\u9650\u3001\u4e8b\u52a1\u3001\u6570\u636e\u6821\u9a8c\u3001\u72b6\u6001\u53d8\u66f4<br \/>\n\u6570\u636e\u5e93&#xff1a;\u6700\u7ec8\u4e8b\u5b9e\u548c\u4e00\u81f4\u6027<br \/>\n\u89c2\u6d4b\u7cfb\u7edf&#xff1a;\u6267\u884c\u8bb0\u5f55\u3001\u6210\u672c\u548c\u8d28\u91cf\u6570\u636e<\/p>\n<p>Agent \u53ef\u4ee5\u63d0\u51fa\u52a8\u4f5c&#xff0c;\u4f46\u771f\u6b63\u7684\u4e1a\u52a1\u53d8\u66f4\u5e94\u7531\u4e1a\u52a1\u670d\u52a1\u5b8c\u6210\u3002<\/p>\n<h4>2. MCP \u63a5\u5165<\/h4>\n<p>VoltAgent \u53ef\u4ee5\u8fde\u63a5 MCP \u670d\u52a1&#xff0c;\u628a\u5916\u90e8\u5de5\u5177\u548c\u6570\u636e\u6e90\u7eb3\u5165 Agent\u3002\u63a5\u5165\u65f6\u4ecd\u8981\u5efa\u7acb\u5de5\u5177\u767d\u540d\u5355\u3001\u670d\u52a1\u5668\u8eab\u4efd\u3001\u4f20\u8f93\u5b89\u5168\u3001\u53c2\u6570\u5ba1\u8ba1\u548c\u8d85\u65f6\u7b56\u7565\u3002<\/p>\n<p>MCP \u89e3\u51b3\u7684\u662f\u5de5\u5177\u8fde\u63a5\u534f\u8bae&#xff0c;\u4e0d\u4f1a\u81ea\u52a8\u89e3\u51b3\u4e1a\u52a1\u6743\u9650\u3002\u4e00\u4e2a MCP Server \u66b4\u9732\u7684\u5de5\u5177\u4ecd\u7136\u9700\u8981\u7531\u5e94\u7528\u51b3\u5b9a\u54ea\u4e9b\u7528\u6237\u548c Agent \u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n<h4>3. \u53ef\u6062\u590d\u6267\u884c<\/h4>\n<p>\u957f\u4efb\u52a1\u9700\u8981\u4fdd\u5b58&#xff1a;<\/p>\n<ul>\n<li>taskId \u548c parentTaskId\u3002<\/li>\n<li>\u5f53\u524d\u6b65\u9aa4\u548c\u8f93\u5165\u6458\u8981\u3002<\/li>\n<li>\u5de5\u5177\u8c03\u7528\u8bb0\u5f55\u3002<\/li>\n<li>\u91cd\u8bd5\u6b21\u6570\u548c\u9519\u8bef\u5206\u7c7b\u3002<\/li>\n<li>\u6682\u505c\u539f\u56e0\u548c\u6062\u590d\u51ed\u636e\u3002<\/li>\n<li>\u6700\u7ec8\u7ed3\u679c\u4e0e\u8d39\u7528\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u6837\u5ba2\u6237\u7aef\u65ad\u7ebf\u3001Pod \u91cd\u542f\u6216\u6a21\u578b\u8d85\u65f6\u540e&#xff0c;\u4efb\u52a1\u4ecd\u7136\u53ef\u4ee5\u67e5\u8be2\u3001\u91cd\u8bd5\u6216\u4eba\u5de5\u63a5\u7ba1\u3002<\/p>\n<h4>4. \u8bc4\u4f30 Agent \u884c\u4e3a<\/h4>\n<p>\u5e94\u4e3a\u6bcf\u4e2a\u91cd\u8981 Agent \u51c6\u5907\u56fa\u5b9a\u4efb\u52a1\u96c6&#xff0c;\u68c0\u67e5&#xff1a;<\/p>\n<ul>\n<li>\u662f\u5426\u9009\u62e9\u6b63\u786e\u5de5\u5177\u3002<\/li>\n<li>\u662f\u5426\u9075\u5b88\u6743\u9650\u8fb9\u754c\u3002<\/li>\n<li>\u662f\u5426\u5728\u9700\u8981\u65f6\u8bf7\u6c42\u786e\u8ba4\u3002<\/li>\n<li>\u662f\u5426\u80fd\u4ece\u5de5\u5177\u9519\u8bef\u4e2d\u6062\u590d\u3002<\/li>\n<li>\u662f\u5426\u4ea7\u751f\u591a\u4f59\u8c03\u7528\u3002<\/li>\n<li>\u662f\u5426\u63a7\u5236 Token \u548c\u5ef6\u8fdf\u3002<\/li>\n<\/ul>\n<p>Agent \u7684\u8bc4\u4f30\u5bf9\u8c61\u4e0d\u53ea\u662f\u6700\u7ec8\u6587\u672c&#xff0c;\u8fd8\u5305\u62ec\u51b3\u7b56\u8f68\u8ff9\u548c\u5de5\u5177\u52a8\u4f5c\u3002<\/p>\n<h3>\u7ed3\u8bba<\/h3>\n<p>VoltAgent \u5c06 TypeScript Agent \u5f00\u53d1\u62c6\u5206\u4e3a Agent\u3001\u5de5\u5177\u3001\u8bb0\u5fc6\u3001\u5de5\u4f5c\u6d41\u3001MCP \u548c\u89c2\u6d4b\u7b49\u80fd\u529b&#xff0c;\u9002\u5408\u7528\u6765\u6784\u5efa\u6bd4\u7b80\u5355\u804a\u5929\u63a5\u53e3\u66f4\u590d\u6742\u7684\u4efb\u52a1\u578b\u5e94\u7528\u3002\u5b83\u53ef\u4ee5\u51cf\u5c11\u91cd\u590d\u7684\u8fd0\u884c\u65f6\u5de5\u7a0b&#xff0c;\u4f46\u4e0d\u4f1a\u66ff\u4ee3\u4e1a\u52a1\u6743\u9650\u3001\u6570\u636e\u4e00\u81f4\u6027\u548c\u5b89\u5168\u5ba1\u67e5\u3002<\/p>\n<p>\u5b9e\u8df5\u65f6\u5efa\u8bae\u5148\u5b9e\u73b0\u53ea\u8bfb\u5de5\u5177&#xff0c;\u518d\u52a0\u5165\u6301\u4e45\u5316\u8bb0\u5fc6\u548c\u5de5\u4f5c\u6d41&#xff1b;\u6700\u540e\u63a5\u5165\u5199\u64cd\u4f5c\u3001MCP \u548c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3002\u6bcf\u4e00\u6b65\u90fd\u8981\u8bbe\u7f6e\u6700\u5927\u6b65\u6570\u3001\u8d85\u65f6\u3001\u9884\u7b97\u3001\u5ba1\u8ba1\u548c\u53ef\u6062\u590d\u72b6\u6001\u3002<\/p>\n<h3>\u53c2\u8003\u8d44\u6599<\/h3>\n<li>VoltAgent GitHub Repository&#xff1a;https:\/\/github.com\/VoltAgent\/voltagent<\/li>\n<li>VoltAgent Documentation&#xff1a;https:\/\/voltagent.dev\/docs\/<\/li>\n<li>Model Context Protocol&#xff1a;https:\/\/modelcontextprotocol.io\/<\/li>\n<li>Zod Documentation&#xff1a;https:\/\/zod.dev\/<\/li>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981<br \/>\n\u4ece\u96f6\u5b9e\u73b0 Agent \u65f6&#xff0c;\u9664\u4e86\u6a21\u578b\u8c03\u7528&#xff0c;\u8fd8\u8981\u5904\u7406\u5de5\u5177\u6ce8\u518c\u3001\u8bb0\u5fc6\u3001\u6d41\u5f0f\u54cd\u5e94\u3001\u5de5\u4f5c\u6d41\u3001\u4eba\u5de5\u786e\u8ba4\u3001MCP \u63a5\u5165\u548c\u8fd0\u884c\u89c2\u6d4b\u3002\u53ea\u7528\u4e00\u4e2a\u5faa\u73af\u4e0d\u65ad\u8c03\u7528\u6a21\u578b&#xff0c;\u539f\u578b\u53ef\u4ee5\u8fd0\u884c&#xff0c;\u4efb\u52a1\u4e00\u590d\u6742\u5c31\u5bb9\u6613\u5931\u63a7\u3002<br \/>\nVoltAgent \u662f\u4e00\u4e2a\u5f00\u6e90 TypeScript Agent \u5de5\u7a0b\u5e73\u53f0&#xff0c;\u63d0\u4f9b Agent Runtime\u3001\u5de5\u5177\u3001\u8bb0\u5fc6\u3001\u5de5\u4f5c\u6d41\u3001MCP\u3001RAG \u548c\u591a\u667a\u80fd\u4f53\u7b49\u80fd\u529b&#xff0c;\u540c\u65f6\u914d\u5957\u53ef\u89c2\u6d4b\u4e0e\u8fd0\u8425\u80fd\u529b\u3002\u672c\u6587\u4ece\u521b\u5efa\u9879\u76ee\u5f00<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,568,103,43],"topic":[],"class_list":["post-111095","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-typescript","tag-ubuntu","tag-43"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - 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