{"id":30708,"date":"2025-05-04T10:14:49","date_gmt":"2025-05-04T02:14:49","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30708"},"modified":"2025-05-04T10:14:49","modified_gmt":"2025-05-04T02:14:49","slug":"voltagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/voltagent\/","title":{"rendered":"VoltAgent\uff1a\u5feb\u901f\u6784\u5efaAI\u667a\u80fd\u4f53\u7684TypeScript\u5f00\u6e90\u6846\u67b6"},"content":{"rendered":"<p>VoltAgent \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 TypeScript \u6846\u67b6\uff0c\u4e13\u4e3a\u5f00\u53d1\u8005\u8bbe\u8ba1\uff0c\u5e2e\u52a9\u5feb\u901f\u6784\u5efa\u548c\u534f\u8c03 AI \u667a\u80fd\u4f53\u3002\u5b83\u63d0\u4f9b\u6a21\u5757\u5316\u7684\u5de5\u5177\u548c\u6807\u51c6\u5316\u7684\u5f00\u53d1\u6a21\u5f0f\uff0c\u7b80\u5316\u4e86\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4ea4\u4e92\u3001\u72b6\u6001\u7ba1\u7406\u548c\u5916\u90e8\u5de5\u5177\u96c6\u6210\u7684\u590d\u6742\u6027\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u7528\u5b83\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u3001\u865a\u62df\u52a9\u624b\u6216\u590d\u6742\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002VoltAgent \u907f\u514d\u4e86\u4ece\u96f6\u5f00\u59cb\u5f00\u53d1\u7684\u7e41\u7410\uff0c\u4e5f\u7a81\u7834\u4e86\u65e0\u4ee3\u7801\u5e73\u53f0\u7684\u9650\u5236\u3002\u5b83\u652f\u6301\u591a\u79cd LLM \u6a21\u578b\uff0c\u5982 OpenAI\u3001Google \u548c Anthropic\uff0c\u4e14\u63d0\u4f9b\u672c\u5730\u8c03\u8bd5\u63a7\u5236\u53f0\uff0c\u8ba9\u5f00\u53d1\u8005\u8f7b\u677e\u76d1\u63a7\u667a\u80fd\u4f53\u8fd0\u884c\u72b6\u6001\u3002\u9879\u76ee\u901a\u8fc7 GitHub \u5f00\u653e\u6e90\u4ee3\u7801\uff0c\u793e\u533a\u9a71\u52a8\uff0c\u9002\u5408\u5e0c\u671b\u5feb\u901f\u5f00\u53d1\u53ef\u6269\u5c55 AI \u5e94\u7528\u7684\u5f00\u53d1\u8005\u3002<\/p>\n<p><img decoding=\"async\" title=\"VoltAgent\uff1a\u5feb\u901f\u6784\u5efaAI\u667a\u80fd\u4f53\u7684TypeScript\u5f00\u6e90\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/2bdbfba87d59fee.jpg\" alt=\"VoltAgent\uff1a\u5feb\u901f\u6784\u5efaAI\u667a\u80fd\u4f53\u7684TypeScript\u5f00\u6e90\u6846\u67b6-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6838\u5fc3\u5f15\u64ce\uff08<code>@voltagent\/core<\/code>\uff09\uff1a\u63d0\u4f9b\u667a\u80fd\u4f53\u5b9a\u4e49\u3001\u5de5\u5177\u7ba1\u7406\u548c\u6d88\u606f\u8def\u7531\u529f\u80fd\u3002<\/li>\n<li>\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff1a\u652f\u6301\u901a\u8fc7\u4e3b\u7ba1\u667a\u80fd\u4f53\u534f\u8c03\u591a\u4e2a\u5b50\u667a\u80fd\u4f53\uff0c\u5904\u7406\u590d\u6742\u5de5\u4f5c\u6d41\u3002<\/li>\n<li>\u5de5\u5177\u96c6\u6210\uff1a\u652f\u6301\u8fde\u63a5\u5916\u90e8 API\u3001\u6570\u636e\u5e93\u548c\u670d\u52a1\uff0c\u667a\u80fd\u4f53\u53ef\u6267\u884c\u73b0\u5b9e\u4efb\u52a1\u3002<\/li>\n<li>\u7075\u6d3b\u7684 LLM \u652f\u6301\uff1a\u517c\u5bb9 OpenAI\u3001Anthropic\u3001Google \u7b49\u6a21\u578b\uff0c\u8f7b\u677e\u5207\u6362\u3002<\/li>\n<li>\u5185\u5b58\u7ba1\u7406\uff1a\u667a\u80fd\u4f53\u53ef\u4fdd\u5b58\u4ea4\u4e92\u4e0a\u4e0b\u6587\uff0c\u5b9e\u73b0\u81ea\u7136\u5bf9\u8bdd\u3002<\/li>\n<li>\u672c\u5730\u8c03\u8bd5\u63a7\u5236\u53f0\uff1a\u5b9e\u65f6\u76d1\u63a7\u667a\u80fd\u4f53\u72b6\u6001\u3001\u65e5\u5fd7\u548c\u5de5\u5177\u8c03\u7528\u3002<\/li>\n<li>\u6570\u636e\u68c0\u7d22\u4e0e RAG\uff1a\u652f\u6301\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff0c\u9ad8\u6548\u83b7\u53d6\u548c\u5904\u7406\u4fe1\u606f\u3002<\/li>\n<li>\u8bed\u97f3\u4ea4\u4e92\uff1a\u901a\u8fc7\u00a0<code>@voltagent\/voice<\/code>\u00a0\u5305\u652f\u6301\u8bed\u97f3\u8bc6\u522b\u548c\u5408\u6210\u3002<\/li>\n<li>CLI \u5de5\u5177\uff1a\u901a\u8fc7\u00a0<code>create-voltagent-app<\/code>\u00a0\u5feb\u901f\u642d\u5efa\u9879\u76ee\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>VoltAgent \u57fa\u4e8e Node.js \u73af\u5883\uff0c\u9700\u5148\u786e\u4fdd\u5b89\u88c5\u4e86 Node.js\uff08\u5efa\u8bae LTS \u7248\u672c\uff09\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u521d\u59cb\u5316\u9879\u76ee<\/strong><br \/>\n\u4f7f\u7528 VoltAgent \u63d0\u4f9b\u7684 CLI \u5de5\u5177\u5feb\u901f\u521b\u5efa\u9879\u76ee\u3002\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>npm create voltagent-app@latest my-voltagent-app\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p>\u7cfb\u7edf\u4f1a\u63d0\u793a\u9009\u62e9\u5305\u7ba1\u7406\u5668\uff08npm\u3001yarn \u6216 pnpm\uff09\u5e76\u8f93\u5165\u9879\u76ee\u540d\u79f0\u3002\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n<pre><code>cd my-voltagent-app\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u914d\u7f6e\u73af\u5883<\/strong><br \/>\n\u9879\u76ee\u521b\u5efa\u540e\uff0c\u9700\u914d\u7f6e LLM \u63d0\u4f9b\u5546\u7684 API \u5bc6\u94a5\u3002\u4f8b\u5982\uff0c\u4f7f\u7528 OpenAI \u6a21\u578b\u65f6\uff0c\u5728\u9879\u76ee\u6839\u76ee\u5f55\u521b\u5efa\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u6dfb\u52a0\uff1a<\/p>\n<pre><code>OPENAI_API_KEY=sk-proj-\u4f60\u7684\u5bc6\u94a5\r\n<\/code><\/pre>\n<p>\u66ff\u6362\u00a0<code>sk-proj-\u4f60\u7684\u5bc6\u94a5<\/code>\u00a0\u4e3a\u5b9e\u9645\u7684 OpenAI API \u5bc6\u94a5\u3002\u5176\u4ed6\u6a21\u578b\uff08\u5982 Anthropic\u3001Google\uff09\u4e5f\u6709\u7c7b\u4f3c\u914d\u7f6e\uff0c\u8be6\u89c1\u5b98\u65b9\u6587\u6863\u00a0<code>voltagent.dev\/docs<\/code>\u3002<\/li>\n<li><strong>\u542f\u52a8\u9879\u76ee<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5f00\u53d1\u670d\u52a1\u5668\uff1a<\/p>\n<pre><code>npm run dev\r\n<\/code><\/pre>\n<p>\u5f00\u53d1\u670d\u52a1\u5668\u652f\u6301\u00a0<code>tsx watch<\/code>\uff0c\u4ee3\u7801\u66f4\u6539\u540e\u81ea\u52a8\u91cd\u542f\u3002\u542f\u52a8\u540e\uff0c\u53ef\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee VoltAgent \u63a7\u5236\u53f0\uff08\u901a\u5e38\u4e3a\u00a0<code>http:\/\/localhost:3000<\/code>\uff09\u4e0e\u667a\u80fd\u4f53\u4ea4\u4e92\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>1. \u521b\u5efa\u548c\u8fd0\u884c\u667a\u80fd\u4f53<\/h4>\n<p>VoltAgent \u7684\u6838\u5fc3\u662f\u5b9a\u4e49\u667a\u80fd\u4f53\u3002\u9879\u76ee\u521d\u59cb\u5316\u540e\uff0c<code>src\/index.ts<\/code>\u00a0\u5305\u542b\u4e00\u4e2a\u7b80\u5355\u7684\u667a\u80fd\u4f53\u793a\u4f8b\u3002\u4ee5\u4e0b\u662f\u521b\u5efa\u57fa\u672c\u667a\u80fd\u4f53\u7684\u4ee3\u7801\uff1a<\/p>\n<pre><code>import { VoltAgent, Agent } from \"@voltagent\/core\";\r\nimport { VercelAIProvider } from \"@voltagent\/vercel-ai\";\r\nimport { openai } from \"@ai-sdk\/openai\";\r\nconst agent = new Agent({\r\nname: \"my-voltagent-app\",\r\ndescription: \"\u56de\u7b54\u7528\u6237\u95ee\u9898\u7684\u52a9\u624b\",\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\n});\r\nconst voltagent = new VoltAgent({ agents: { agent } });\r\n<\/code><\/pre>\n<p>\u8fd0\u884c\u9879\u76ee\u540e\uff0c\u53ef\u901a\u8fc7\u63a7\u5236\u53f0\u53d1\u9001\u6d88\u606f\uff0c\u5982\u201c\u89e3\u91ca\u91cf\u5b50\u8ba1\u7b97\u201d\uff0c\u667a\u80fd\u4f53\u4f1a\u751f\u6210\u54cd\u5e94\u3002<\/p>\n<h4>2. \u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/h4>\n<p>VoltAgent \u652f\u6301\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3002\u4f8b\u5982\uff0c\u6784\u5efa\u4e00\u4e2a GitHub \u4ed3\u5e93\u5206\u6790\u7cfb\u7edf\uff0c\u5305\u542b\u4ee5\u4e0b\u667a\u80fd\u4f53\uff1a<\/p>\n<ul>\n<li><strong>StarsFetcher<\/strong>\uff1a\u83b7\u53d6\u4ed3\u5e93\u661f\u6807\u6570\u3002<\/li>\n<li><strong>ContributorsFetcher<\/strong>\uff1a\u83b7\u53d6\u8d21\u732e\u8005\u5217\u8868\u3002<\/li>\n<li><strong>RepoAnalyzer<\/strong>\uff1a\u5206\u6790\u6570\u636e\u5e76\u751f\u6210\u62a5\u544a\u3002<\/li>\n<li><strong>Supervisor<\/strong>\uff1a\u534f\u8c03\u4e0a\u8ff0\u667a\u80fd\u4f53\u3002<\/li>\n<\/ul>\n<p>\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<pre><code>const supervisorAgent = new Agent({\r\nname: \"Supervisor\",\r\ndescription: \"\u534f\u8c03 GitHub \u4ed3\u5e93\u5206\u6790\u4efb\u52a1\",\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\nsubAgents: [starsFetcherAgent, contributorsFetcherAgent, analyzerAgent],\r\n});\r\n<\/code><\/pre>\n<p>\u53d1\u9001\u6d88\u606f\u5982\u201c\u5206\u6790 voltagent\/voltagent\u201d\uff0c\u4e3b\u7ba1\u667a\u80fd\u4f53\u4f1a\u6309\u5e8f\u8c03\u7528\u5b50\u667a\u80fd\u4f53\uff0c\u751f\u6210\u5206\u6790\u7ed3\u679c\u3002<\/p>\n<h4>3. \u5de5\u5177\u96c6\u6210<\/h4>\n<p>\u667a\u80fd\u4f53\u53ef\u901a\u8fc7\u5de5\u5177\u4e0e\u5916\u90e8\u7cfb\u7edf\u4ea4\u4e92\u3002\u4f8b\u5982\uff0c\u6dfb\u52a0\u4e00\u4e2a\u83b7\u53d6 GitHub \u661f\u6807\u7684\u5de5\u5177\uff1a<\/p>\n<pre><code>const fetchRepoStarsTool = createTool({\r\nname: \"fetchRepoStars\",\r\ndescription: \"\u83b7\u53d6 GitHub \u4ed3\u5e93\u661f\u6807\u6570\",\r\nexecute: async ({ repo }) =&gt; {\r\n\/\/ \u8c03\u7528 GitHub API\r\nconst response = await fetch(`https:\/\/api.github.com\/repos\/${repo}`);\r\nconst data = await response.json();\r\nreturn { stars: data.stargazers_count };\r\n},\r\n});\r\n<\/code><\/pre>\n<p>\u5c06\u5de5\u5177\u7ed1\u5b9a\u5230\u667a\u80fd\u4f53\uff1a<\/p>\n<pre><code>const starsFetcherAgent = new Agent({\r\nname: \"StarsFetcher\",\r\ntools: [fetchRepoStarsTool],\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\n});\r\n<\/code><\/pre>\n<h4>4. \u8c03\u8bd5\u4e0e\u76d1\u63a7<\/h4>\n<p>VoltAgent \u63d0\u4f9b\u672c\u5730\u8c03\u8bd5\u63a7\u5236\u53f0\uff08<code>console.voltagent.dev<\/code>\uff09\uff0c\u65e0\u9700\u5916\u90e8\u670d\u52a1\u5668\u5373\u53ef\u76d1\u63a7\u667a\u80fd\u4f53\u8fd0\u884c\u3002\u542f\u52a8\u9879\u76ee\u540e\uff0c\u8bbf\u95ee\u63a7\u5236\u53f0\uff0c\u67e5\u770b\uff1a<\/p>\n<ul>\n<li>\u667a\u80fd\u4f53\u6d88\u606f\u6d41\u548c\u5de5\u5177\u8c03\u7528\u3002<\/li>\n<li>\u5b9e\u65f6\u65e5\u5fd7\u548c\u72b6\u6001\u3002<\/li>\n<li>\u6027\u80fd\u6307\u6807\uff0c\u5982\u54cd\u5e94\u65f6\u95f4\u3002<br \/>\n\u63a7\u5236\u53f0\u652f\u6301\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\uff0c\u7c7b\u4f3c n8n\uff0c\u65b9\u4fbf\u8c03\u8bd5\u590d\u6742\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<h4>5. \u8bed\u97f3\u4ea4\u4e92<\/h4>\n<p>\u901a\u8fc7\u00a0<code>@voltagent\/voice<\/code>\u00a0\u5305\uff0c\u667a\u80fd\u4f53\u652f\u6301\u8bed\u97f3\u8f93\u5165\u548c\u8f93\u51fa\u3002\u5b89\u88c5\u5305\uff1a<\/p>\n<pre><code>npm install @voltagent\/voice\r\n<\/code><\/pre>\n<p>\u5728\u667a\u80fd\u4f53\u914d\u7f6e\u4e2d\u542f\u7528\u8bed\u97f3\u529f\u80fd\uff1a<\/p>\n<pre><code>const voiceAgent = new Agent({\r\nname: \"VoiceAgent\",\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\nvoice: true,\r\n});\r\n<\/code><\/pre>\n<p>\u7528\u6237\u53ef\u901a\u8fc7\u9ea6\u514b\u98ce\u4e0e\u667a\u80fd\u4f53\u5bf9\u8bdd\uff0c\u9002\u7528\u4e8e\u865a\u62df\u52a9\u624b\u573a\u666f\u3002<\/p>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u6570\u636e\u68c0\u7d22\u4e0e RAG<\/h4>\n<p>VoltAgent \u652f\u6301\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\uff0c\u901a\u8fc7\u4e13\u7528\u68c0\u7d22\u667a\u80fd\u4f53\u4ece\u5916\u90e8\u6570\u636e\u6e90\u83b7\u53d6\u4fe1\u606f\u3002\u914d\u7f6e\u793a\u4f8b\uff1a<\/p>\n<pre><code>const retrieverAgent = new Agent({\r\nname: \"Retriever\",\r\ndescription: \"\u4ece\u77e5\u8bc6\u5e93\u68c0\u7d22\u4fe1\u606f\",\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\ntools: [vectorSearchTool],\r\n});\r\n<\/code><\/pre>\n<p>\u7ed3\u5408\u5411\u91cf\u641c\u7d22\u5de5\u5177\uff0c\u667a\u80fd\u4f53\u53ef\u4ece\u6570\u636e\u5e93\u6216\u6587\u4ef6\u63d0\u53d6\u76f8\u5173\u4fe1\u606f\uff0c\u63d0\u5347\u56de\u7b54\u51c6\u786e\u6027\u3002<\/p>\n<h4>\u5185\u5b58\u7ba1\u7406<\/h4>\n<p>\u667a\u80fd\u4f53\u53ef\u4fdd\u5b58\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u3002\u542f\u7528\u5185\u5b58\uff1a<\/p>\n<pre><code>const agent = new Agent({\r\nname: \"MemoryAgent\",\r\nmemory: { provider: \"default\", maxHistory: 10 },\r\nllm: new VercelAIProvider(),\r\nmodel: openai(\"gpt-4o-mini\"),\r\n});\r\n<\/code><\/pre>\n<p>\u7528\u6237\u8fde\u7eed\u63d0\u95ee\u65f6\uff0c\u667a\u80fd\u4f53\u4f1a\u6839\u636e\u5386\u53f2\u8bb0\u5f55\u751f\u6210\u66f4\u81ea\u7136\u7684\u56de\u7b54\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u5ba2\u670d<\/strong><br \/>\nVoltAgent \u53ef\u6784\u5efa\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\uff0c\u5904\u7406\u7528\u6237\u54a8\u8be2\u3002\u8bed\u97f3\u667a\u80fd\u4f53\u652f\u6301\u7535\u8bdd\u4ea4\u4e92\uff0c\u5185\u5b58\u7ba1\u7406\u786e\u4fdd\u5bf9\u8bdd\u8fde\u8d2f\uff0c\u5de5\u5177\u96c6\u6210\u53ef\u67e5\u8be2\u8ba2\u5355\u6216\u5e93\u5b58\u3002<\/li>\n<li><strong>\u6570\u636e\u5206\u6790\u52a9\u624b<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u521b\u5efa\u5206\u6790 GitHub \u4ed3\u5e93\u7684\u667a\u80fd\u4f53\uff0c\u81ea\u52a8\u63d0\u53d6\u661f\u6807\u3001\u8d21\u732e\u8005\u6570\u636e\uff0c\u5e76\u751f\u6210\u8d8b\u52bf\u62a5\u544a\u3002RAG \u529f\u80fd\u652f\u6301\u4ece\u6587\u6863\u5e93\u63d0\u53d6\u989d\u5916\u4fe1\u606f\u3002<\/li>\n<li><strong>\u865a\u62df\u52a9\u624b<\/strong><br \/>\nVoltAgent \u9002\u5408\u5f00\u53d1\u4e2a\u4eba\u52a9\u7406\uff0c\u5904\u7406\u65e5\u7a0b\u7ba1\u7406\u3001\u90ae\u4ef6\u56de\u590d\u7b49\u4efb\u52a1\u3002\u5de5\u5177\u96c6\u6210\u53ef\u8fde\u63a5\u65e5\u5386 API\uff0c\u8bed\u97f3\u529f\u80fd\u652f\u6301\u53e3\u5934\u6307\u4ee4\u3002<\/li>\n<li><strong>\u6559\u80b2\u5de5\u5177<\/strong><br \/>\n\u667a\u80fd\u4f53\u53ef\u4f5c\u4e3a\u5b66\u4e60\u52a9\u624b\uff0c\u56de\u7b54\u5b66\u751f\u95ee\u9898\uff0c\u68c0\u7d22\u8bfe\u7a0b\u8d44\u6599\u3002\u5185\u5b58\u7ba1\u7406\u652f\u6301\u957f\u671f\u8f85\u5bfc\uff0c\u8bb0\u5f55\u5b66\u751f\u8fdb\u5ea6\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>VoltAgent \u652f\u6301\u54ea\u4e9b LLM \u6a21\u578b\uff1f<\/strong><br \/>\n\u652f\u6301 OpenAI\u3001Anthropic\u3001Google \u7b49\u4e3b\u6d41\u6a21\u578b\uff0c\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u914d\u7f6e\u5207\u6362\u6a21\u578b\uff0c\u65e0\u9700\u4fee\u6539\u6838\u5fc3\u4ee3\u7801\u3002<\/li>\n<li><strong>\u5982\u4f55\u8c03\u8bd5\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff1f<\/strong><br \/>\n\u4f7f\u7528 VoltAgent \u63a7\u5236\u53f0\uff0c\u5b9e\u65f6\u67e5\u770b\u667a\u80fd\u4f53\u4ea4\u4e92\u3001\u5de5\u5177\u8c03\u7528\u548c\u65e5\u5fd7\u3002\u63a7\u5236\u53f0\u652f\u6301\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\uff0c\u5b9a\u4f4d\u95ee\u9898\u66f4\u76f4\u89c2\u3002<\/li>\n<li><strong>\u9700\u8981\u591a\u9ad8\u7684\u7f16\u7a0b\u6c34\u5e73\uff1f<\/strong><br \/>\n\u719f\u6089 TypeScript \u548c Node.js \u7684\u5f00\u53d1\u8005\u53ef\u5feb\u901f\u4e0a\u624b\u3002CLI \u5de5\u5177\u548c\u6587\u6863\u964d\u4f4e\u4e86\u521d\u5b66\u8005\u95e8\u69db\u3002<\/li>\n<li><strong>VoltAgent \u662f\u5426\u514d\u8d39\uff1f<\/strong><br \/>\nVoltAgent \u662f\u5f00\u6e90\u6846\u67b6\uff0c\u514d\u8d39\u4f7f\u7528\u3002\u4f46\u4f7f\u7528 LLM \u6a21\u578b\u9700\u652f\u4ed8\u5bf9\u5e94\u63d0\u4f9b\u5546\u7684 API \u8d39\u7528\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>VoltAgent \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 TypeScript \u6846\u67b6\uff0c\u4e13\u4e3a\u5f00\u53d1\u8005\u8bbe\u8ba1\uff0c\u5e2e\u52a9\u5feb\u901f\u6784\u5efa\u548c\u534f\u8c03 AI \u667a\u80fd\u4f53\u3002\u5b83\u63d0\u4f9b\u6a21\u5757\u5316\u7684\u5de5\u5177\u548c\u6807\u51c6\u5316\u7684\u5f00\u53d1\u6a21\u5f0f\uff0c\u7b80\u5316\u4e86\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4ea4\u4e92\u3001\u72b6\u6001\u7ba1\u7406\u548c\u5916\u90e8\u5de5\u5177\u96c6\u6210\u7684\u590d\u6742\u6027\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u7528\u5b83\u521b\u5efa\u804a\u5929&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62306,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,368,201],"class_list":["post-30708","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-workflow","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/30708","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=30708"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/30708\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62306"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=30708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=30708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=30708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}