{"id":31628,"date":"2025-05-22T16:57:30","date_gmt":"2025-05-22T08:57:30","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31628"},"modified":"2025-05-22T20:12:48","modified_gmt":"2025-05-22T12:12:48","slug":"deepresearchagent","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/deepresearchagent\/","title":{"rendered":"DeepResearchAgent"},"content":{"rendered":"<p>DeepResearchAgent\u662fSkyworkAI\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90AI\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u3002\u5b83\u901a\u8fc7\u7ed3\u5408\u641c\u7d22\u5f15\u64ce\u3001\u7f51\u9875\u6293\u53d6\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u751f\u6210\u8be6\u7ec6\u7684\u7814\u7a76\u62a5\u544a\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u7814\u7a76\u4e3b\u9898\u6216\u95ee\u9898\uff0c\u5de5\u5177\u5c31\u80fd\u81ea\u52a8\u641c\u7d22\u3001\u63d0\u53d6\u4fe1\u606f\u5e76\u6574\u7406\u6210\u7ed3\u6784\u5316\u7684\u62a5\u544a\u3002\u9879\u76ee\u6258\u7ba1\u5728GitHub\uff0c\u9762\u5411\u5f00\u53d1\u8005\u3001\u7814\u7a76\u4eba\u5458\u548c\u5185\u5bb9\u521b\u4f5c\u8005\uff0c\u63d0\u4f9b\u7075\u6d3b\u7684\u5b9a\u5236\u548c\u672c\u5730\u8fd0\u884c\u652f\u6301\u3002DeepResearchAgent\u5f3a\u8c03\u9690\u79c1\u4fdd\u62a4\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\uff0c\u9002\u5408\u9700\u8981\u9ad8\u6548\u5206\u6790\u590d\u6742\u4e3b\u9898\u7684\u7528\u6237\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31629\" title=\"DeepResearchAgent-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/93a0a41095a9cba.jpg\" alt=\"DeepResearchAgent-1\" width=\"2560\" height=\"1536\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u81ea\u52a8\u5316\u7814\u7a76\uff1a\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u4e3b\u9898\u6216\u95ee\u9898\uff0c\u81ea\u52a8\u641c\u7d22\u5e76\u63d0\u53d6\u76f8\u5173\u7f51\u9875\u5185\u5bb9\u3002<\/li>\n<li>\u667a\u80fd\u5185\u5bb9\u63d0\u53d6\uff1a\u5229\u7528\u7f51\u9875\u6293\u53d6\u6280\u672f\uff0c\u7cbe\u51c6\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u5173\u952e\u4fe1\u606f\u3002<\/li>\n<li>\u62a5\u544a\u751f\u6210\uff1a\u5c06\u641c\u7d22\u7ed3\u679c\u6574\u7406\u4e3a\u7ed3\u6784\u5316\u7684\u7814\u7a76\u62a5\u544a\uff0c\u5305\u542b\u5f15\u7528\u548c\u683c\u5f0f\u5316\u5185\u5bb9\u3002<\/li>\n<li>\u672c\u5730\u8fd0\u884c\u652f\u6301\uff1a\u53ef\u5728\u7528\u6237\u672c\u5730\u73af\u5883\u8fd0\u884c\uff0c\u4fdd\u62a4\u6570\u636e\u9690\u79c1\u3002<\/li>\n<li>\u591a\u79cdLLM\u652f\u6301\uff1a\u517c\u5bb9OpenAI\u3001Anthropic\u3001Deepseek\u7b49\u591a\u79cd\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<li>\u7075\u6d3b\u4ea4\u4e92\uff1a\u652f\u6301\u51fd\u6570\u8c03\u7528\u548c\u975e\u51fd\u6570\u8c03\u7528\u6a21\u5f0f\u7684LLM\u4ea4\u4e92\u3002<\/li>\n<li>\u5f00\u6e90\u5b9a\u5236\uff1a\u63d0\u4f9b\u5b8c\u6574\u6e90\u4ee3\u7801\uff0c\u5141\u8bb8\u7528\u6237\u6839\u636e\u9700\u6c42\u4fee\u6539\u548c\u6269\u5c55\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>DeepResearchAgent\u9700\u8981\u5728\u672c\u5730\u73af\u5883\u5b89\u88c5\u5e76\u914d\u7f6e\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff0c\u9002\u7528\u4e8e\u719f\u6089Python\u548cDocker\u7684\u7528\u6237\u3002<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong><br \/>\n\u786e\u4fdd\u7cfb\u7edf\u5df2\u5b89\u88c5Python 3.10\u548cDocker\u3002Python\u7528\u4e8e\u8fd0\u884c\u6838\u5fc3\u7a0b\u5e8f\uff0cDocker\u7528\u4e8e\u5bb9\u5668\u5316\u73af\u5883\u4ee5\u786e\u4fdd\u4e00\u81f4\u6027\u3002<\/p>\n<ul>\n<li>\u68c0\u67e5Python\u7248\u672c\uff1a\u8fd0\u884c<code>python --version<\/code>\uff0c\u786e\u8ba4\u7248\u672c\u4e3a3.10\u6216\u66f4\u9ad8\u3002<\/li>\n<li>\u5b89\u88c5Docker\uff1a\u8bbf\u95eeDocker\u5b98\u7f51\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u4f7f\u7528Git\u514b\u9686DeepResearchAgent\u7684\u4ee3\u7801\u5e93\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/SkyworkAI\/DeepResearchAgent.git\r\ncd DeepResearchAgent\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u521b\u5efaPython\u73af\u5883<\/strong><br \/>\n\u4f7f\u7528Conda\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff0c\u4ee5\u9694\u79bb\u9879\u76ee\u4f9d\u8d56\uff1a<\/p>\n<pre><code>conda create -n deep_research python=3.10\r\nconda activate deep_research\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\uff0c\u5b89\u88c5\u5fc5\u8981\u7684Python\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install -e .\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u6838\u5fc3\u5e93\uff0c\u5305\u62ec\u7f51\u9875\u6293\u53d6\u5de5\u5177\u548cLLM\u63a5\u53e3\u652f\u6301\u3002<\/li>\n<li><strong>\u914d\u7f6eDocker\u73af\u5883<\/strong><br \/>\nDeepResearchAgent\u4f7f\u7528Docker\u5bb9\u5668\u5316\u4ea4\u4e92\u73af\u5883\uff0c\u65e0\u9700\u624b\u52a8\u62c9\u53d6\u955c\u50cf\uff0c\u7a0b\u5e8f\u4f1a\u81ea\u52a8\u6839\u636e\u8bbe\u5907\u67b6\u6784\u9009\u62e9\u5408\u9002\u7684\u955c\u50cf\u3002\u7528\u6237\u9700\u521b\u5efa<code>.env<\/code>\u6587\u4ef6\u914d\u7f6eLLM\u7684API\u5bc6\u94a5\uff1a<\/p>\n<ul>\n<li>\u590d\u5236<code>.env.template<\/code>\u4e3a<code>.env<\/code>\uff1a\n<pre><code>cp .env.template .env\r\n<\/code><\/pre>\n<\/li>\n<li>\u7f16\u8f91<code>.env<\/code>\u6587\u4ef6\uff0c\u586b\u5165\u6240\u9700LLM\u7684API\u5bc6\u94a5\uff08\u5982OpenAI\u3001Deepseek\u7b49\uff09\u3002\u5e76\u975e\u6240\u6709API\u5bc6\u94a5\u90fd\u5fc5\u987b\u586b\u5199\uff0c\u53ea\u9700\u914d\u7f6e\u4f60\u8ba1\u5212\u4f7f\u7528\u7684\u6a21\u578b\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u7a0b\u5e8f<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8DeepResearchAgent\uff1a<\/p>\n<pre><code>auto deep-research\r\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u542f\u52a8\u5de5\u5177\uff0c\u8fdb\u5165\u4ea4\u4e92\u6a21\u5f0f\uff0c\u51c6\u5907\u63a5\u53d7\u7528\u6237\u8f93\u5165\u3002<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>1. \u81ea\u52a8\u5316\u7814\u7a76<\/h4>\n<p>\u7528\u6237\u542f\u52a8\u5de5\u5177\u540e\uff0c\u53ef\u8f93\u5165\u7814\u7a76\u4e3b\u9898\u6216\u5177\u4f53\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u9886\u57df\u7684\u5e94\u7528\u201d\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u901a\u8fc7\u641c\u7d22\u5f15\u64ce\u67e5\u627e\u76f8\u5173\u4fe1\u606f\u3002DeepResearchAgent\u4f1a\u8c03\u7528\u5185\u7f6e\u7684\u7f51\u9875\u6293\u53d6\u6a21\u5757\uff0c\u8bbf\u95ee\u5e76\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u6587\u672c\u3001\u8868\u683c\u6216\u5176\u4ed6\u7ed3\u6784\u5316\u6570\u636e\u3002\u7528\u6237\u65e0\u9700\u624b\u52a8\u6307\u5b9a\u641c\u7d22\u5173\u952e\u8bcd\uff0c\u5de5\u5177\u4f1a\u901a\u8fc7LLM\u4f18\u5316\u67e5\u8be2\uff0c\u627e\u5230\u9ad8\u8d28\u91cf\u7684\u6765\u6e90\u3002<\/p>\n<h4>2. \u5185\u5bb9\u63d0\u53d6\u4e0e\u6574\u7406<\/h4>\n<p>\u63d0\u53d6\u7684\u4fe1\u606f\u4f1a\u7ecf\u8fc7LLM\u5904\u7406\uff0c\u7b5b\u9009\u51fa\u4e0e\u4e3b\u9898\u6700\u76f8\u5173\u7684\u90e8\u5206\u3002\u5de5\u5177\u4f1a\u81ea\u52a8\u53bb\u9664\u5e7f\u544a\u3001\u5bfc\u822a\u680f\u7b49\u65e0\u5173\u5185\u5bb9\uff0c\u786e\u4fdd\u8f93\u51fa\u4fe1\u606f\u51c6\u786e\u3002\u7528\u6237\u53ef\u9009\u62e9\u662f\u5426\u4fdd\u7559\u539f\u59cb\u7f51\u9875\u94fe\u63a5\u4f5c\u4e3a\u5f15\u7528\u3002\u63d0\u53d6\u5b8c\u6210\u540e\uff0c\u4fe1\u606f\u88ab\u6574\u7406\u4e3a\u6bb5\u843d\u3001\u5217\u8868\u6216\u8868\u683c\uff0c\u751f\u6210\u521d\u6b65\u62a5\u544a\u3002<\/p>\n<h4>3. \u62a5\u544a\u751f\u6210<\/h4>\n<p>DeepResearchAgent\u652f\u6301\u751f\u6210\u7ed3\u6784\u5316\u62a5\u544a\uff0c\u5305\u542b\u5f15\u8a00\u3001\u4e3b\u8981\u5185\u5bb9\u548c\u53c2\u8003\u6587\u732e\u3002\u7528\u6237\u53ef\u5728\u542f\u52a8\u65f6\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u62a5\u544a\u683c\u5f0f\uff0c\u4f8b\u5982Markdown\u6216PDF\u3002\u751f\u6210\u62a5\u544a\u540e\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u4fdd\u5b58\u5230\u6307\u5b9a\u76ee\u5f55\uff0c\u65b9\u4fbf\u7528\u6237\u540e\u7eed\u7f16\u8f91\u6216\u5206\u4eab\u3002\u62a5\u544a\u5185\u5bb9\u903b\u8f91\u6e05\u6670\uff0c\u5f15\u7528\u683c\u5f0f\u89c4\u8303\uff0c\u9002\u5408\u5b66\u672f\u6216\u4e13\u4e1a\u573a\u666f\u3002<\/p>\n<h4>4. \u672c\u5730\u8fd0\u884c\u4e0e\u9690\u79c1\u4fdd\u62a4<\/h4>\n<p>\u6240\u6709\u6570\u636e\u5904\u7406\u90fd\u5728\u672c\u5730\u5b8c\u6210\uff0c\u65e0\u9700\u4e0a\u4f20\u5230\u4e91\u7aef\u3002\u7528\u6237\u53ef\u901a\u8fc7\u4fee\u6539\u4ee3\u7801\u81ea\u5b9a\u4e49\u6570\u636e\u5904\u7406\u903b\u8f91\uff0c\u4f8b\u5982\u8c03\u6574\u641c\u7d22\u8303\u56f4\u6216\u4f18\u5316\u62a5\u544a\u7ed3\u6784\u3002\u5f00\u6e90\u4ee3\u7801\u652f\u6301\u5f00\u53d1\u8005\u6dfb\u52a0\u65b0\u529f\u80fd\uff0c\u5982\u652f\u6301\u66f4\u591aLLM\u6216\u96c6\u6210\u5176\u4ed6\u6570\u636e\u6e90\u3002<\/p>\n<h4>5. \u517c\u5bb9\u591a\u79cdLLM<\/h4>\n<p>DeepResearchAgent\u652f\u6301\u591a\u79cd\u4e3b\u6d41LLM\uff0c\u7528\u6237\u53ef\u5728<code>.env<\/code>\u6587\u4ef6\u4e2d\u914d\u7f6eAPI\u5bc6\u94a5\u3002\u5de5\u5177\u4f1a\u6839\u636e\u914d\u7f6e\u81ea\u52a8\u9009\u62e9\u6a21\u578b\u5904\u7406\u4efb\u52a1\u3002\u63a8\u8350\u7684\u6a21\u578b\u5305\u62ecDeepseek\u548cGrok\uff0c\u6027\u80fd\u7a33\u5b9a\u4e14\u6210\u672c\u8f83\u4f4e\u3002\u7528\u6237\u4e5f\u53ef\u901a\u8fc7\u4fee\u6539\u4ee3\u7801\u652f\u6301\u81ea\u5b9a\u4e49\u6a21\u578b\u3002<\/p>\n<h4>6. \u547d\u4ee4\u884c\u64cd\u4f5c<\/h4>\n<p>\u542f\u52a8\u540e\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u547d\u4ee4\u884c\u4ea4\u4e92\u3002\u4f8b\u5982\uff0c\u8fd0\u884c<code>auto deep-research --topic \"\u533a\u5757\u94fe\u6280\u672f\"<\/code>\u5c06\u9488\u5bf9\u533a\u5757\u94fe\u6280\u672f\u751f\u6210\u62a5\u544a\u3002\u66f4\u591a\u53c2\u6570\u53ef\u5728\u5b98\u65b9\u6587\u6863\u4e2d\u67e5\u770b\uff0c\u4f8b\u5982\u8bbe\u7f6e\u62a5\u544a\u8bed\u8a00\u6216\u641c\u7d22\u6df1\u5ea6\u3002<\/p>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\uff0c\u4ee5\u4fbf\u5de5\u5177\u8bbf\u95ee\u641c\u7d22\u5f15\u64ce\u548c\u7f51\u9875\u3002<\/li>\n<li>\u914d\u7f6eAPI\u5bc6\u94a5\u65f6\uff0c\u68c0\u67e5\u6a21\u578b\u662f\u5426\u9700\u8981\u989d\u5916\u4ed8\u8d39\uff08\u5982OpenAI\u7684GPT-4\uff09\u3002<\/li>\n<li>\u672c\u5730\u8fd0\u884c\u9700\u8981\u81f3\u5c118GB\u5185\u5b58\u548c4\u6838CPU\uff0c\u4ee5\u4fdd\u8bc1\u6d41\u7545\u5904\u7406\u590d\u6742\u4efb\u52a1\u3002<\/li>\n<li>\u5b9a\u671f\u68c0\u67e5GitHub\u4ed3\u5e93\u66f4\u65b0\uff0c\u4ee5\u83b7\u53d6\u6700\u65b0\u529f\u80fd\u548c\u4fee\u590d\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4f7f\u7528DeepResearchAgent\u5feb\u901f\u6536\u96c6\u67d0\u4e00\u9886\u57df\u7684\u6700\u65b0\u6587\u732e\u548c\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u91cf\u5b50\u8ba1\u7b97\u6700\u65b0\u8fdb\u5c55\u201d\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u6293\u53d6\u5b66\u672f\u7f51\u7ad9\u3001\u65b0\u95fb\u548c\u535a\u5ba2\uff0c\u751f\u6210\u5305\u542b\u5173\u952e\u53d1\u73b0\u548c\u5f15\u7528\u7684\u62a5\u544a\u3002<\/li>\n<li><strong>\u5185\u5bb9\u521b\u4f5c<\/strong><br \/>\n\u535a\u5ba2\u4f5c\u8005\u6216\u8bb0\u8005\u53ef\u5229\u7528\u5de5\u5177\u5feb\u901f\u751f\u6210\u80cc\u666f\u8d44\u6599\u3002\u4f8b\u5982\uff0c\u64b0\u5199\u5173\u4e8e\u201c\u53ef\u518d\u751f\u80fd\u6e90\u8d8b\u52bf\u201d\u7684\u6587\u7ae0\u65f6\uff0c\u8f93\u5165\u4e3b\u9898\u540e\u5373\u53ef\u83b7\u5f97\u7ed3\u6784\u5316\u7684\u5e02\u573a\u5206\u6790\u548c\u6570\u636e\u3002<\/li>\n<li><strong>\u5546\u4e1a\u5206\u6790<\/strong><br \/>\n\u4f01\u4e1a\u7528\u6237\u53ef\u7814\u7a76\u5e02\u573a\u52a8\u6001\u6216\u7ade\u4e89\u5bf9\u624b\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c2025\u5e74\u7535\u52a8\u8f66\u5e02\u573a\u201d\uff0c\u5de5\u5177\u4f1a\u6574\u7406\u51fa\u884c\u4e1a\u62a5\u544a\u3001\u9500\u91cf\u6570\u636e\u548c\u8d8b\u52bf\u9884\u6d4b\u3002<\/li>\n<li><strong>\u5f00\u53d1\u8005\u5b9a\u5236<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u57fa\u4e8e\u5f00\u6e90\u4ee3\u7801\u5f00\u53d1\u5b9a\u5236\u5316\u7814\u7a76\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u6dfb\u52a0\u7279\u5b9a\u6570\u636e\u5e93\u63a5\u53e3\uff0c\u751f\u6210\u9488\u5bf9\u884c\u4e1a\u7684\u6df1\u5ea6\u62a5\u544a\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>DeepResearchAgent\u662f\u5426\u9700\u8981\u8054\u7f51\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u5de5\u5177\u9700\u8981\u8054\u7f51\u4ee5\u8bbf\u95ee\u641c\u7d22\u5f15\u64ce\u548c\u7f51\u9875\u5185\u5bb9\u3002\u4f46\u6570\u636e\u5904\u7406\u548c\u62a5\u544a\u751f\u6210\u5728\u672c\u5730\u5b8c\u6210\uff0c\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u3002<\/li>\n<li><strong>\u652f\u6301\u54ea\u4e9b\u8bed\u8a00\u7684\u62a5\u544a\uff1f<\/strong><br \/>\n\u5f53\u524d\u652f\u6301\u4e2d\u6587\u3001\u82f1\u6587\u7b49\u591a\u79cd\u8bed\u8a00\u62a5\u544a\uff0c\u5177\u4f53\u8bed\u8a00\u53d6\u51b3\u4e8e\u4f7f\u7528\u7684LLM\u3002\u7528\u6237\u53ef\u5728\u914d\u7f6e\u4e2d\u6307\u5b9a\u8f93\u51fa\u8bed\u8a00\u3002<\/li>\n<li><strong>\u5982\u4f55\u4f18\u5316\u641c\u7d22\u7ed3\u679c\u8d28\u91cf\uff1f<\/strong><br \/>\n\u5728\u8f93\u5165\u4e3b\u9898\u65f6\u5c3d\u91cf\u5177\u4f53\uff0c\u4f8b\u5982\u201c2025\u5e74AI\u82af\u7247\u5e02\u573a\u201d\u6bd4\u201cAI\u82af\u7247\u201d\u66f4\u7cbe\u51c6\u3002\u7528\u6237\u4e5f\u53ef\u901a\u8fc7\u4ee3\u7801\u8c03\u6574\u641c\u7d22\u53c2\u6570\u3002<\/li>\n<li><strong>\u662f\u5426\u9700\u8981\u7f16\u7a0b\u7ecf\u9a8c\uff1f<\/strong><br \/>\n\u57fa\u672c\u4f7f\u7528\u65e0\u9700\u7f16\u7a0b\uff0c\u547d\u4ee4\u884c\u64cd\u4f5c\u5373\u53ef\u3002\u4f46\u81ea\u5b9a\u4e49\u529f\u80fd\u9700\u8981Python\u548cGit\u57fa\u7840\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>DeepResearchAgent\u662fSkyworkAI\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90AI\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u3002\u5b83\u901a\u8fc7\u7ed3\u5408\u641c\u7d22\u5f15\u64ce\u3001\u7f51\u9875\u6293\u53d6\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u751f\u6210\u8be6\u7ec6\u7684\u7814\u7a76\u62a5\u544a\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u7814\u7a76\u4e3b\u9898\u6216\u95ee\u9898\uff0c\u5de5\u5177\u5c31\u80fd\u81ea\u52a8\u641c\u7d22\u3001\u63d0\u53d6\u4fe1\u606f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62337,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,419,476,427],"tags":[230,201,389],"class_list":["post-31628","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-ai-learning","category-agent-development","category-research-assistant","tag-aikaiyuanxiangmu","tag-aizhinengti","tag-shengchengshenduyanjiuao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=31628"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31628\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62337"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=31628"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=31628"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=31628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}