{"id":40776,"date":"2025-08-20T18:37:43","date_gmt":"2025-08-20T10:37:43","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=40776"},"modified":"2025-08-20T18:37:43","modified_gmt":"2025-08-20T10:37:43","slug":"deepsearch-ai-agent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/deepsearch-ai-agent\/","title":{"rendered":"DeepSearch AI Agent\uff1a\u5c06\u7b80\u5355\u8bf7\u6c42\u8f6c\u5316\u4e3a\u4e13\u4e1a\u6587\u7ae0\u7684AI\u5185\u5bb9\u521b\u4f5c\u52a9\u624b"},"content":{"rendered":"<p>DeepSearch AI Agent\u662f\u4e00\u4e2a\u9ad8\u7ea7\u4eba\u5de5\u667a\u80fd\u5185\u5bb9\u521b\u4f5c\u52a9\u624b\u3002 \u5b83\u4f7f\u7528LangGraph\u548cFastAPI\u6280\u672f\u6784\u5efa\u3002 \u8fd9\u4e2a\u5de5\u5177\u548c\u4e00\u822c\u7684\u95ee\u7b54\u673a\u5668\u4eba\u4e0d\u4e00\u6837\u3002 \u5b83\u6a21\u4eff\u4e00\u4e2a\u4e13\u5bb6\u56e2\u961f\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u901a\u8fc7\u201c\u601d\u8003-\u89c4\u5212-\u7814\u7a76-\u5199\u4f5c\u201d\u7684\u5faa\u73af\uff0c\u80fd\u5c06\u7528\u6237\u63d0\u51fa\u7684\u4e00\u4e2a\u7b80\u5355\u8bf7\u6c42\uff0c\u8f6c\u53d8\u6210\u4e00\u7bc7\u7ed3\u6784\u5b8c\u6574\u3001\u5185\u5bb9\u6709\u6df1\u5ea6\u7684\u4e13\u4e1a\u6587\u7ae0\u3001\u6559\u7a0b\u6216\u8005\u6280\u672f\u535a\u5ba2\u3002 \u6574\u4e2a\u7cfb\u7edf\u524d\u540e\u7aef\u5206\u79bb\uff0c\u540e\u7aef\u901a\u8fc7FastAPI\u5904\u7406\u903b\u8f91\uff0c\u524d\u7aef\u4f7f\u7528React\u6765\u5c55\u793a\u754c\u9762\uff0c\u4e24\u8005\u4e4b\u95f4\u901a\u8fc7\u5b9e\u65f6\u6d41\u5f0f\u6280\u672f\u8fdb\u884c\u901a\u4fe1\uff0c\u7528\u6237\u53ef\u4ee5\u5b9e\u65f6\u770b\u5230\u6587\u7ae0\u751f\u6210\u7684\u8fc7\u7a0b\u3002 \u8fd9\u4e2a\u9879\u76ee\u7684\u8bbe\u8ba1\u5177\u6709\u9ad8\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u589e\u52a0\u65b0\u7684\u529f\u80fd\u8282\u70b9\uff0c\u6bd4\u5982\u589e\u52a0\u4eba\u5de5\u8bc4\u5ba1\u6216\u81ea\u52a8\u4fee\u6b63\u7684\u73af\u8282\uff0c\u6765\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u667a\u80fd\u4ee3\u7406\u903b\u8f91\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-40782\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/28d8869008f204c.png\" alt=\"\" width=\"1148\" height=\"873\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/28d8869008f204c.png 1148w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/28d8869008f204c-16x12.png 16w\" sizes=\"auto, (max-width: 1148px) 100vw, 1148px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u52a8\u6001\u53d9\u4e8b\u89c4\u5212<\/strong>\uff1a\u5728\u52a8\u7b14\u4e4b\u524d\uff0cAI\u4f1a\u5bf9\u4e3b\u9898\u8fdb\u884c\u5206\u6790\uff0c\u5224\u65ad\u5185\u5bb9\u7c7b\u578b\uff08\u4f8b\u5982\u662f\u6280\u672f\u7c7b\u8fd8\u662f\u5386\u53f2\u7c7b\uff09\uff0c\u7136\u540e\u8bbe\u8ba1\u4e00\u4e2a\u6700\u5408\u9002\u7684\u53d9\u4e8b\u7ed3\u6784\uff0c\u907f\u514d\u4f7f\u7528\u751f\u786c\u7684\u6a21\u677f\u3002<\/li>\n<li><strong>\u4e13\u5bb6\u7ea7\u5927\u7eb2\u751f\u6210<\/strong>\uff1a\u5de5\u5177\u53ef\u4ee5\u751f\u6210\u7ae0\u8282\u6807\u9898\u81ea\u7136\u3001\u80fd\u5438\u5f15\u4eba\u7684\u6587\u7ae0\u5927\u7eb2\uff0c\u5c31\u50cf\u662f\u771f\u4eba\u4e13\u5bb6\u5199\u7684\u4e00\u6837\uff0c\u800c\u4e0d\u662f\u51b7\u51b0\u51b0\u7684\u4efb\u52a1\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u4e3b\u7ba1-\u6267\u884c\u8005\u5de5\u4f5c\u6d41<\/strong>\uff1a\u7cfb\u7edf\u5185\u90e8\u6709\u4e24\u4e2a\u4e3b\u8981\u89d2\u8272\uff0c\u201c\u7814\u7a76\u4e3b\u7ba1\u201d\u548c\u201c\u5199\u4f5c\u4e3b\u7ba1\u201d\u3002\u5b83\u4eec\u5206\u522b\u8c03\u5ea6\u6267\u884c\u8005\u53bb\u5b8c\u6210\u5177\u4f53\u7684\u7814\u7a76\u548c\u5199\u4f5c\u4efb\u52a1\uff0c\u8fd9\u4e2a\u8bbe\u8ba1\u4f7f\u5f97\u6574\u4e2a\u6d41\u7a0b\u6e05\u6670\uff0c\u4e5f\u5bb9\u6613\u63a7\u5236\u3002<\/li>\n<li><strong>\u7cbe\u51c6\u7684\u8d44\u6599\u5f15\u7528\u4e0e\u68c0\u7d22<\/strong>\uff1a\u5199\u4f5cAI\u4f1a\u4f7f\u7528\u8303\u56f4\u5316\u7684RAG\u5de5\u5177\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u53ea\u67e5\u8be2\u548c\u5f53\u524d\u7ae0\u8282\u6700\u76f8\u5173\u7684\u7814\u7a76\u8d44\u6599\uff0c\u4fdd\u8bc1\u4e86\u4fe1\u606f\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u5b66\u672f\u7ea7\u5f15\u7528\u683c\u5f0f<\/strong>\uff1a\u7cfb\u7edf\u80fd\u81ea\u52a8\u5904\u7406\u5f15\u7528\u6765\u6e90\u3002\u5b83\u4f1a\u5728\u6587\u7ae0\u6b63\u6587\u4e2d\u751f\u6210\u53ef\u70b9\u51fb\u7684\u5f15\u7528\u6807\u8bb0\uff08\u4f8b\u5982<code>[1]<\/code>\uff09\uff0c\u5e76\u5728\u6587\u7ae0\u672b\u5c3e\u7edf\u4e00\u751f\u6210\u683c\u5f0f\u89c4\u8303\u7684\u53c2\u8003\u6587\u732e\u5217\u8868\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u8fdb\u5ea6\u66f4\u65b0<\/strong>\uff1a\u540e\u7aef\u4f1a\u901a\u8fc7Server-Sent Events\uff08SSE\uff09\u6280\u672f\uff0c\u628a\u4efb\u52a1\u8fdb\u5ea6\u3001\u65b0\u5199\u597d\u7684\u7ae0\u8282\u5185\u5bb9\u548c\u53c2\u8003\u6587\u732e\u7b49\u4fe1\u606f\u5b9e\u65f6\u63a8\u9001\u5230\u524d\u7aef\u754c\u9762\u4e0a\u3002<\/li>\n<li><strong>\u73b0\u4ee3\u5316\u6280\u672f\u6808<\/strong>\uff1a\u9879\u76ee\u4f7f\u7528\u4e86\u5f53\u524d\u6d41\u884c\u7684\u524d\u540e\u7aef\u6280\u672f\uff0c\u540e\u7aef\u4e3b\u8981\u4f9d\u9760Python\u7684FastAPI\u548cLangGraph\uff0c\u524d\u7aef\u5219\u4f7f\u7528React\u548cTypeScript\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>DeepSearch AI Agent\u662f\u4e00\u4e2a\u524d\u540e\u7aef\u5206\u79bb\u7684\u9879\u76ee\uff0c\u4f60\u9700\u8981\u5206\u522b\u5bf9\u540e\u7aef\u548c\u524d\u7aef\u8fdb\u884c\u8bbe\u7f6e\u548c\u542f\u52a8\u3002\u4e0b\u9762\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\uff0c\u8ba9\u4f60\u80fd\u591f\u4ece\u96f6\u5f00\u59cb\u6210\u529f\u8fd0\u884c\u5b83\u3002<\/p>\n<h3><strong>\u7b2c\u4e00\u6b65\uff1a\u51c6\u5907\u5de5\u4f5c<\/strong><\/h3>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u4f60\u7684\u7535\u8111\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86\u4ee5\u4e0b\u8f6f\u4ef6\uff1a<\/p>\n<ul>\n<li><code>Python<\/code>\u00a0(3.9\u6216\u66f4\u9ad8\u7248\u672c)<\/li>\n<li><code>Node.js<\/code>\u00a0\u548c\u00a0<code>npm<\/code>\u00a0(\u7528\u4e8e\u8fd0\u884c\u524d\u7aef)<\/li>\n<li><code>Git<\/code>\u00a0(\u7528\u4e8e\u514b\u9686\u4ee3\u7801\u4ed3\u5e93)<\/li>\n<\/ul>\n<h3><strong>\u7b2c\u4e8c\u6b65\uff1a\u83b7\u53d6\u9879\u76ee\u4ee3\u7801<\/strong><\/h3>\n<p>\u6253\u5f00\u4f60\u7684\u7ec8\u7aef\uff08\u5728Windows\u4e0a\u662f\u547d\u4ee4\u63d0\u793a\u7b26\u6216PowerShell\uff0c\u5728macOS\u6216Linux\u4e0a\u662f\u7ec8\u7aef\uff09\uff0c\u7136\u540e\u514b\u9686\u4ee3\u7801\u4ed3\u5e93\u5230\u4f60\u7684\u672c\u5730\u7535\u8111\u3002<\/p>\n<pre><code>git clone https:\/\/github.com\/LordFoxFairy\/deepseek_deepsearch_quickstart.git\r\n<\/code><\/pre>\n<p>\u514b\u9686\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n<pre><code>cd deepseek_deepsearch_quickstart\r\n<\/code><\/pre>\n<h3><strong>\u7b2c\u4e09\u6b65\uff1a\u540e\u7aef\u8bbe\u7f6e<\/strong><\/h3>\n<p>\u540e\u7aef\u8d1f\u8d23\u6240\u6709\u7684AI\u903b\u8f91\u5904\u7406\uff0c\u5305\u62ec\u89c4\u5212\u3001\u7814\u7a76\u548c\u5199\u4f5c\u3002<\/p>\n<ol>\n<li><strong>\u8fdb\u5165\u540e\u7aef\u76ee\u5f55<\/strong><br \/>\n\u5728\u9879\u76ee\u6839\u76ee\u5f55\uff08<code>deepseek_deepsearch_quickstart<\/code>\uff09\u4e0b\uff0c\u9996\u5148\u8fdb\u5165<code>backend<\/code>\u76ee\u5f55\u3002<\/p>\n<pre><code>cd backend\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u521b\u5efa\u5e76\u6fc0\u6d3bPython\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u4e3a\u4e86\u4e0d\u6c61\u67d3\u4f60\u7535\u8111\u4e0a\u5168\u5c40\u7684Python\u73af\u5883\uff0c\u6211\u4eec\u5f3a\u70c8\u5efa\u8bae\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\u3002<\/p>\n<pre><code>python -m venv venv\r\n<\/code><\/pre>\n<p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>venv<\/code>\u7684\u6587\u4ef6\u5939\u3002\u63a5\u4e0b\u6765\uff0c\u4f60\u9700\u8981\u6fc0\u6d3b\u5b83\uff1a<\/p>\n<ul>\n<li>\u5728\u00a0<strong>Windows<\/strong>\u00a0\u7cfb\u7edf\u4e0a\uff0c\u8fd0\u884c\uff1a\n<pre><code>.\\venv\\Scripts\\activate\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728\u00a0<strong>macOS<\/strong>\u00a0\u6216\u00a0<strong>Linux<\/strong>\u00a0\u7cfb\u7edf\u4e0a\uff0c\u8fd0\u884c\uff1a\n<pre><code>source venv\/bin\/activate\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u6fc0\u6d3b\u6210\u529f\u540e\uff0c\u4f60\u4f1a\u5728\u7ec8\u7aef\u7684\u547d\u4ee4\u63d0\u793a\u7b26\u524d\u9762\u770b\u5230<code>(venv)<\/code>\u7684\u5b57\u6837\u3002<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u5305<\/strong><br \/>\n\u540e\u7aef\u6240\u9700\u7684\u6240\u6709Python\u5e93\u90fd\u8bb0\u5f55\u5728<code>requirements.txt<\/code>\u6587\u4ef6\u4e2d\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\u5b83\u4eec\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6eAPI\u5bc6\u94a5<\/strong><br \/>\n\u8fd9\u4e2a\u9879\u76ee\u9700\u8981\u7528\u5230AI\u6a21\u578b\u7684API\u5bc6\u94a5\u624d\u80fd\u5de5\u4f5c\u3002\u4f60\u9700\u8981\u914d\u7f6e\u4e24\u4e2a\u5173\u952e\u7684API\u5bc6\u94a5\u3002<br \/>\n\u9996\u5148\uff0c\u5728<code>backend\/src\/<\/code>\u76ee\u5f55\u4e0b\uff0c\u627e\u5230\u4e00\u4e2a\u540d\u4e3a<code>.env.example<\/code>\u7684\u6587\u4ef6\u3002\u4f60\u9700\u8981\u590d\u5236\u5b83\u5e76\u91cd\u547d\u540d\u4e3a<code>.env<\/code>\u3002<\/p>\n<ul>\n<li>\u5728\u00a0<strong>Windows<\/strong>\u00a0\u4e0a\uff1a\n<pre><code>copy .\\src\\.env.example .\\src\\.env\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728\u00a0<strong>macOS<\/strong>\u00a0\u6216\u00a0<strong>Linux<\/strong>\u00a0\u4e0a\uff1a\n<pre><code>cp src\/.env.example src\/.env\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u7136\u540e\uff0c\u7528\u4f60\u7684\u4ee3\u7801\u7f16\u8f91\u5668\u6253\u5f00\u8fd9\u4e2a\u65b0\u7684<code>.env<\/code>\u6587\u4ef6\uff0c\u4f60\u4f1a\u770b\u5230\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<pre><code># backend\/src\/.env\r\n# \u7528\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/ja\/rag\/\">RAG<\/a> \u5d4c\u5165\r\nDASH_SCOPE_API_KEY=sk-your-dashscope-api-key\r\n# \u7528\u4e8e LLM \u63a8\u7406\r\nDEEPSEEK_API_KEY=sk-your-deepseek-api-key\r\nDEEPSEEK_BASE_URL=https:\/\/api.deepseek.com\r\n<\/code><\/pre>\n<p>\u4f60\u9700\u8981\u5c06<code>sk-your-dashscope-api-key<\/code>\u548c<code>sk-your-deepseek-api-key<\/code>\u66ff\u6362\u6210\u4f60\u81ea\u5df1\u7684\u771f\u5b9e\u5bc6\u94a5\u3002<code>DASH_SCOPE_API_KEY<\/code>\u7528\u4e8e\u6587\u672c\u5d4c\u5165\uff08RAG\u529f\u80fd\uff09\uff0c<code>DEEPSEEK_API_KEY<\/code>\u7528\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u63a8\u7406\u3002<\/li>\n<\/ol>\n<h3><strong>\u7b2c\u56db\u6b65\uff1a\u524d\u7aef\u8bbe\u7f6e<\/strong><\/h3>\n<p>\u524d\u7aef\u8d1f\u8d23\u63d0\u4f9b\u7528\u6237\u4ea4\u4e92\u7684\u754c\u9762\u3002<\/p>\n<ol>\n<li><strong>\u8fdb\u5165\u524d\u7aef\u76ee\u5f55<\/strong><br \/>\n\u6253\u5f00\u4e00\u4e2a\u65b0\u7684\u7ec8\u7aef\u7a97\u53e3\uff0c\u6216\u8005\u5728\u4e4b\u524d\u7684\u7ec8\u7aef\u91cc\u5148\u8fd4\u56de\u9879\u76ee\u6839\u76ee\u5f55(<code>cd ..<\/code>)\uff0c\u7136\u540e\u8fdb\u5165<code>frontend<\/code>\u76ee\u5f55\u3002<\/p>\n<pre><code>cd frontend\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u5305<\/strong><br \/>\n\u524d\u7aef\u4f7f\u7528Node.js\u73af\u5883\uff0c\u6240\u9700\u4f9d\u8d56\u90fd\u8bb0\u5f55\u5728<code>package.json<\/code>\u6587\u4ef6\u4e2d\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<pre><code>npm install\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u9700\u8981\u51e0\u5206\u949f\u3002<\/li>\n<\/ol>\n<h3><strong>\u7b2c\u4e94\u6b65\uff1a\u8fd0\u884c\u5e94\u7528<\/strong><\/h3>\n<p>\u73b0\u5728\uff0c\u524d\u540e\u7aef\u7684\u51c6\u5907\u5de5\u4f5c\u90fd\u5df2\u5b8c\u6210\uff0c\u6211\u4eec\u53ef\u4ee5\u542f\u52a8\u5e94\u7528\u4e86\u3002\u4f60\u9700\u8981\u4fdd\u6301\u4e24\u4e2a\u7ec8\u7aef\u7a97\u53e3\u540c\u65f6\u8fd0\u884c\u3002<\/p>\n<ol>\n<li><strong>\u542f\u52a8\u540e\u7aef\u670d\u52a1 (\u5728\u7b2c\u4e00\u4e2a\u7ec8\u7aef)<\/strong><br \/>\n\u786e\u4fdd\u4f60\u5f53\u524d\u5728<code>backend<\/code>\u76ee\u5f55\u4e0b\uff0c\u5e76\u4e14Python\u865a\u62df\u73af\u5883\u5df2\u7ecf\u6fc0\u6d3b\u3002\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>uvicorn src.api.main:app --host 0.0.0.0 --port 8000 --reload\r\n<\/code><\/pre>\n<ul>\n<li><code>uvicorn<\/code>\u662f\u4e00\u4e2aASGI\u670d\u52a1\u5668\uff0c\u7528\u4e8e\u8fd0\u884cFastAPI\u5e94\u7528\u3002<\/li>\n<li><code>--host 0.0.0.0<\/code>\u8ba9\u670d\u52a1\u53ef\u4ee5\u5728\u4f60\u7684\u5c40\u57df\u7f51\u5185\u88ab\u8bbf\u95ee\u3002<\/li>\n<li><code>--port 8000<\/code>\u6307\u5b9a\u4e86\u670d\u52a1\u7684\u7aef\u53e3\u53f7\u3002<\/li>\n<li><code>--reload<\/code>\u53c2\u6570\u8868\u793a\u5f53\u4ee3\u7801\u6587\u4ef6\u53d1\u751f\u53d8\u5316\u65f6\uff0c\u670d\u52a1\u4f1a\u81ea\u52a8\u91cd\u542f\uff0c\u975e\u5e38\u9002\u5408\u5f00\u53d1\u73af\u5883\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u524d\u7aef\u670d\u52a1 (\u5728\u7b2c\u4e8c\u4e2a\u7ec8\u7aef)<\/strong><br \/>\n\u786e\u4fdd\u4f60\u5f53\u524d\u5728<code>frontend<\/code>\u76ee\u5f55\u4e0b\u3002\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>npm run dev\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u542f\u52a8\u4e00\u4e2a\u672c\u5730\u5f00\u53d1\u670d\u52a1\u5668\uff0c\u901a\u5e38\u4f1a\u76d1\u542c\u5728<code>5173<\/code>\u7aef\u53e3\u3002<\/li>\n<\/ol>\n<h3><strong>\u7b2c\u516d\u6b65\uff1a\u5f00\u59cb\u4f53\u9a8c<\/strong><\/h3>\n<p>\u5f53\u4e24\u4e2a\u670d\u52a1\u90fd\u6210\u529f\u542f\u52a8\u540e\uff0c\u6253\u5f00\u4f60\u7684\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee\u4ee5\u4e0b\u5730\u5740\uff1a<br \/>\n<code>http:\/\/localhost:5173<\/code><br \/>\n\u73b0\u5728\u4f60\u5e94\u8be5\u80fd\u770b\u5230DeepSearch AI Agent\u7684\u64cd\u4f5c\u754c\u9762\u4e86\u3002\u5728\u8f93\u5165\u6846\u4e2d\u8f93\u5165\u4e00\u4e2a\u4f60\u60f3\u8981\u751f\u6210\u6587\u7ae0\u7684\u4e3b\u9898\uff0c\u7136\u540e\u70b9\u51fb\u53d1\u9001\uff0cAI\u5c31\u4f1a\u5f00\u59cb\u5b83\u7684\u201c\u601d\u8003-\u89c4\u5212-\u7814\u7a76-\u5199\u4f5c\u201d\u6d41\u7a0b\uff0c\u5e76\u5728\u754c\u9762\u4e0a\u5b9e\u65f6\u5c55\u793a\u5b83\u7684\u5de5\u4f5c\u8fdb\u5ea6\u548c\u6700\u7ec8\u751f\u6210\u7684\u6587\u7ae0\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u8005<\/strong><br \/>\n\u5bf9\u4e8e\u9700\u8981\u64b0\u5199\u6df1\u5ea6\u6587\u7ae0\u3001\u6559\u7a0b\u6216\u535a\u5ba2\u7684\u4e2a\u4eba\u6216\u56e2\u961f\uff0c\u8fd9\u4e2a\u5de5\u5177\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u8d77\u70b9\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u6838\u5fc3\u4e3b\u9898\uff0cAI\u5c31\u80fd\u81ea\u52a8\u5b8c\u6210\u8d44\u6599\u7814\u7a76\u3001\u7ed3\u6784\u89c4\u5212\u548c\u521d\u7a3f\u64b0\u5199\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u5185\u5bb9\u521b\u4f5c\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002<\/li>\n<li><strong>\u6280\u672f\u6587\u6863\u7f16\u5199<\/strong><br \/>\n\u8f6f\u4ef6\u5f00\u53d1\u8005\u6216\u6280\u672f\u5199\u4f5c\u4eba\u5458\u53ef\u4ee5\u7528\u5b83\u6765\u5feb\u901f\u751f\u6210\u6280\u672f\u6587\u6863\u7684\u521d\u7a3f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u4e00\u4e2a\u5173\u4e8e\u201c\u5982\u4f55\u4f7f\u7528\u67d0\u4e2aAPI\u201d\u7684\u8bf7\u6c42\uff0c\u7cfb\u7edf\u53ef\u4ee5\u81ea\u52a8\u751f\u6210\u4e00\u7bc7\u5305\u542b\u80cc\u666f\u4ecb\u7ecd\u3001\u5b89\u88c5\u6b65\u9aa4\u3001\u529f\u80fd\u8be6\u89e3\u548c\u4ee3\u7801\u793a\u4f8b\u7684\u5b8c\u6574\u6559\u7a0b\u3002<\/li>\n<li><strong>\u6559\u80b2\u4e0e\u57f9\u8bad<\/strong><br \/>\n\u6559\u5e08\u6216\u57f9\u8bad\u5e08\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u5de5\u5177\u4e3a\u8bfe\u7a0b\u5feb\u901f\u521b\u5efa\u5b66\u4e60\u6750\u6599\u3002\u65e0\u8bba\u662f\u5386\u53f2\u4e8b\u4ef6\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u8fd8\u662f\u590d\u6742\u79d1\u5b66\u6982\u5ff5\u7684\u901a\u4fd7\u89e3\u91ca\uff0cAI\u90fd\u80fd\u751f\u6210\u7ed3\u6784\u6e05\u6670\u3001\u5185\u5bb9\u8be6\u5b9e\u7684\u6587\u7ae0\uff0c\u4f5c\u4e3a\u6559\u6750\u6216\u8865\u5145\u8bfb\u7269\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u8fd9\u4e2a\u9879\u76ee\u9700\u8981\u4ed8\u8d39\u5417\uff1f<\/strong><br \/>\n\u9879\u76ee\u672c\u8eab\u662f\u5f00\u6e90\u7684\uff0c\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u3002\u4f46\u5b83\u4f9d\u8d56\u4e8e\u7b2c\u4e09\u65b9\u7684AI\u6a21\u578b\u670d\u52a1\uff08\u5982DeepSeek\u548cDashScope\uff09\uff0c\u4f60\u9700\u8981\u62e5\u6709\u8fd9\u4e9b\u670d\u52a1\u7684API\u5bc6\u94a5\uff0c\u5e76\u6839\u636e\u8fd9\u4e9b\u670d\u52a1\u5546\u7684\u5b9a\u4ef7\u7b56\u7565\u652f\u4ed8API\u8c03\u7528\u8d39\u7528\u3002<\/li>\n<li><strong>\u6211\u53ef\u4ee5\u66ff\u6362\u6210\u5176\u4ed6\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002\u8fd9\u4e2a\u9879\u76ee\u7684\u67b6\u6784\u8bbe\u8ba1\u662f\u7075\u6d3b\u7684\uff0c\u517c\u5bb9\u5404\u7c7b\u5927\u8bed\u8a00\u6a21\u578b\u3002\u4f60\u53ef\u4ee5\u5728\u540e\u7aef\u7684\u4ee3\u7801\u4e2d\u4fee\u6539\u8c03\u7528\u6a21\u578b\u7684\u90e8\u5206\uff0c\u5c06\u5176\u66ff\u6362\u6210\u4f60\u504f\u597d\u7684\u6a21\u578b\uff0c\u4f8b\u5982OpenAI\u7684GPT\u7cfb\u5217\u6216\u5176\u4ed6\u6a21\u578b\u3002<\/li>\n<li><strong>\u751f\u6210\u6587\u7ae0\u7684\u8d28\u91cf\u5982\u4f55\u4fdd\u8bc1\uff1f<\/strong><br \/>\n\u7cfb\u7edf\u901a\u8fc7\u4e00\u4e2a\u201c\u4e3b\u7ba1-\u6267\u884c\u8005\u201d\u6a21\u5f0f\u6765\u4fdd\u8bc1\u8d28\u91cf\u3002 \u5b83\u9996\u5148\u8fdb\u884c\u6df1\u5165\u7684\u7814\u7a76\u89c4\u5212\uff0c\u7136\u540e\u5229\u7528RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u6280\u672f\u786e\u4fdd\u5199\u4f5c\u5185\u5bb9\u57fa\u4e8e\u51c6\u786e\u7684\u8d44\u6599\u3002 \u540c\u65f6\uff0c\u5b83\u4f1a\u81ea\u52a8\u5904\u7406\u5f15\u7528\u548c\u53c2\u8003\u6587\u732e\uff0c\u4fdd\u8bc1\u4e86\u5185\u5bb9\u7684\u53ef\u6eaf\u6e90\u6027\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>DeepSearch AI Agent\u662f\u4e00\u4e2a\u9ad8\u7ea7\u4eba\u5de5\u667a\u80fd\u5185\u5bb9\u521b\u4f5c\u52a9\u624b\u3002 \u5b83\u4f7f\u7528LangGraph\u548cFastAPI\u6280\u672f\u6784\u5efa\u3002 \u8fd9\u4e2a\u5de5\u5177\u548c\u4e00\u822c\u7684\u95ee\u7b54\u673a\u5668\u4eba\u4e0d\u4e00\u6837\u3002 \u5b83\u6a21\u4eff\u4e00\u4e2a\u4e13\u5bb6\u56e2\u961f\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u901a\u8fc7\u201c\u601d\u8003-\u89c4\u5212-\u7814\u7a76-\u5199\u4f5c\u201d\u7684\u5faa\u73af\uff0c\u80fd\u5c06\u7528\u6237\u63d0\u51fa&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,420],"tags":[214,230],"class_list":["post-40776","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-ai-writing","tag-aixiezuo","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/40776","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=40776"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/40776\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=40776"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=40776"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=40776"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}