{"id":32154,"date":"2025-07-07T17:57:26","date_gmt":"2025-07-07T09:57:26","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32154"},"modified":"2025-07-07T17:57:26","modified_gmt":"2025-07-07T09:57:26","slug":"deepresearch-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/deepresearch-2\/","title":{"rendered":"DeepResearch\uff1a\u5b8c\u5168\u5f00\u6e90\u7684\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u7684AI\u52a9\u624b"},"content":{"rendered":"<p>DeepResearch \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u7814\u7a76\u52a9\u624b\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u901a\u8fc7\u7ed3\u5408\u641c\u7d22\u5f15\u64ce\u3001\u7f51\u9875\u6293\u53d6\u548c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fdb\u884c\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u3002\u5b83\u7531\u5f00\u53d1\u8005 cat3399 \u521b\u5efa\uff0c\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684\u7814\u7a76\u5de5\u5177\uff0c\u80fd\u591f\u9010\u6b65\u4f18\u5316\u7814\u7a76\u65b9\u5411\uff0c\u6df1\u5165\u6316\u6398\u590d\u6742\u4e3b\u9898\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8f93\u5165\u95ee\u9898\uff0c\u89e6\u53d1\u591a\u8f6e\u8fed\u4ee3\u7814\u7a76\uff0c\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u5206\u6790\u7ed3\u679c\u3002\u8be5\u5de5\u5177\u652f\u6301\u591a\u79cd\u4e3b\u6d41\u5927\u6a21\u578b\uff0c\u5e76\u80fd\u901a\u8fc7 API \u96c6\u6210\u5916\u90e8\u670d\u52a1\uff0c\u9002\u5408\u7814\u7a76\u4eba\u5458\u3001\u5b66\u751f\u6216\u9700\u8981\u5feb\u901f\u6574\u7406\u4fe1\u606f\u7684\u4e13\u4e1a\u4eba\u58eb\u4f7f\u7528\u3002DeepResearch \u5f3a\u8c03\u672c\u5730\u5316\u90e8\u7f72\u548c\u7075\u6d3b\u6027\uff0c\u4ee3\u7801\u5b8c\u5168\u5f00\u6e90\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u7531\u4fee\u6539\u548c\u6269\u5c55\u529f\u80fd\u3002<\/p>\n<p><img decoding=\"async\" title=\"DeepResearch\uff1aPython\u5b9e\u73b0\u7684\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u7684AI\u52a9\u624b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/03419d23a836d8b.jpg\" alt=\"DeepResearch\uff1aPython\u5b9e\u73b0\u7684\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76\u7684AI\u52a9\u624b-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u81ea\u52a8\u5316\u6df1\u5ea6\u7814\u7a76<\/strong>\uff1a\u6839\u636e\u7528\u6237\u8f93\u5165\u7684\u95ee\u9898\uff0c\u81ea\u52a8\u8fdb\u884c\u591a\u8f6e\u7814\u7a76\uff0c\u9010\u6b65\u4f18\u5316\u65b9\u5411\u5e76\u751f\u6210\u8be6\u7ec6\u62a5\u544a\u3002<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u652f\u6301 Google Gemini\u3001OpenAI\u3001OpenRouter \u548c\u672c\u5730 <a href=\"https:\/\/www.kdjingpai.com\/ollama\/\">Ollama<\/a> \u7b49\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<li><strong>\u7f51\u9875\u6293\u53d6\u4e0e\u641c\u7d22<\/strong>\uff1a\u7ed3\u5408\u641c\u7d22\u5f15\u64ce\u548c\u7f51\u9875\u6293\u53d6\u6280\u672f\uff0c\u6536\u96c6\u6700\u65b0\u3001\u6700\u76f8\u5173\u7684\u7f51\u7edc\u4fe1\u606f\u3002<\/li>\n<li><strong>\u7ed3\u6784\u5316\u7814\u7a76\u6d41\u7a0b<\/strong>\uff1a\u63d0\u4f9b\u6e05\u6670\u7684\u7814\u7a76\u8ba1\u5212\uff0c\u5305\u542b\u95ee\u9898\u5206\u89e3\u3001\u6570\u636e\u6536\u96c6\u3001\u5206\u6790\u548c\u603b\u7ed3\u6b65\u9aa4\u3002<\/li>\n<li><strong>\u5f00\u6e90\u4e0e\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u4ee3\u7801\u5b8c\u5168\u5f00\u6e90\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u4fee\u6539\u6216\u6dfb\u52a0\u65b0\u529f\u80fd\u3002<\/li>\n<li><strong>\u73af\u5883\u914d\u7f6e\u7b80\u5355<\/strong>\uff1a\u901a\u8fc7 Docker \u6216\u672c\u5730\u73af\u5883\u914d\u7f6e\uff0c\u652f\u6301\u5feb\u901f\u90e8\u7f72\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u8bed\u8a00\u754c\u9762\uff0c\u4fbf\u4e8e\u5168\u7403\u7528\u6237\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>DeepResearch \u9700\u8981\u5728\u672c\u5730\u6216\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u624d\u80fd\u4f7f\u7528\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 DeepResearch \u4ed3\u5e93\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/cat3399\/deepresearch.git\r\ncd deepresearch\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\n\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u521b\u5efa\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u7528\u4e8e\u5b58\u50a8 API \u5bc6\u94a5\u548c\u5176\u4ed6\u914d\u7f6e\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>echo \"GOOGLE_API_KEY=your_google_api_key\" &gt; .env\r\necho \"OPENAI_API_KEY=your_openai_api_key\" &gt;&gt; .env\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/openrouterjichenga\/\">OpenRouter<\/a> \u6216 Azure OpenAI\uff0c\u53ef\u4ee5\u7ee7\u7eed\u6dfb\u52a0\uff1a<\/p>\n<pre><code>echo \"OPENROUTER_API_KEY=your_openrouter_api_key\" &gt;&gt; .env\r\necho \"AZURE_OPENAI_API_KEY=your_azure_openai_api_key\" &gt;&gt; .env\r\necho \"AZURE_OPENAI_ENDPOINT=your_azure_openai_endpoint\" &gt;&gt; .env\r\necho \"AZURE_OPENAI_VERSION=your_azure_openai_version\" &gt;&gt; .env\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4f7f\u7528\u672c\u5730 Ollama \u6a21\u578b\uff0c\u53ef\u8bbe\u7f6e Ollama \u4e3b\u673a\u5730\u5740\uff08\u9ed8\u8ba4\u672c\u5730\u5730\u5740\u4e3a\u00a0<code>http:\/\/localhost:11434<\/code>\uff09\uff1a<\/p>\n<pre><code>echo \"OLLAMA_HOST=your_ollama_host\" &gt;&gt; .env\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u786e\u4fdd\u5df2\u5b89\u88c5 Docker \u548c Docker Compose\u3002\u5982\u679c\u672a\u5b89\u88c5\uff0c\u53ef\u53c2\u8003 Docker \u5b98\u7f51\u5b89\u88c5\u6307\u5357\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u670d\u52a1\uff1a<\/p>\n<pre><code>docker-compose up\r\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u81ea\u52a8\u62c9\u53d6\u6240\u9700\u955c\u50cf\u5e76\u542f\u52a8 DeepResearch \u670d\u52a1\u3002<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u670d\u52a1\u542f\u52a8\u540e\uff0c\u8bbf\u95ee\u672c\u5730\u6216\u670d\u52a1\u5668\u63d0\u4f9b\u7684\u63a5\u53e3\u5730\u5740\uff08\u901a\u5e38\u4e3a\u00a0<code>http:\/\/localhost:8000<\/code>\uff09\uff0c\u786e\u8ba4\u670d\u52a1\u662f\u5426\u6b63\u5e38\u8fd0\u884c\u3002\u5982\u679c\u51fa\u73b0\u9519\u8bef\uff0c\u8bf7\u68c0\u67e5\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\u7684 API \u5bc6\u94a5\u662f\u5426\u6b63\u786e\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>DeepResearch \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6216\u547d\u4ee4\u884c\u4e0e\u5de5\u5177\u4ea4\u4e92\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u7684\u4f7f\u7528\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u542f\u52a8\u6df1\u5ea6\u7814\u7a76<\/strong>\n<ul>\n<li>\u6253\u5f00 DeepResearch \u7684\u754c\u9762\uff08\u901a\u5e38\u5728\u00a0<code>http:\/\/localhost:8000<\/code>\uff09\u3002<\/li>\n<li>\u5728\u201cAsk\u201d\u754c\u9762\u4e2d\u8f93\u5165\u7814\u7a76\u95ee\u9898\uff0c\u4f8b\u5982\u201c\u4eba\u5de5\u667a\u80fd\u5728\u533b\u7597\u9886\u57df\u7684\u6700\u65b0\u5e94\u7528\u201d\u3002<\/li>\n<li>\u5207\u6362\u201cDeep Research\u201d\u5f00\u5173\uff0c\u542f\u7528\u6df1\u5ea6\u7814\u7a76\u6a21\u5f0f\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u63d0\u4ea4\u201d\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u5f00\u59cb\u591a\u8f6e\u7814\u7a76\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7814\u7a76\u8fc7\u7a0b<\/strong>\n<ul>\n<li>DeepResearch \u4f1a\u5206\u89e3\u95ee\u9898\uff0c\u751f\u6210\u7814\u7a76\u8ba1\u5212\u3002<\/li>\n<li>\u7cfb\u7edf\u901a\u8fc7\u641c\u7d22\u5f15\u64ce\u548c\u7f51\u9875\u6293\u53d6\u6536\u96c6\u6570\u636e\uff0c\u901a\u5e38\u8fdb\u884c\u6700\u591a 5 \u6b21\u8fed\u4ee3\u3002<\/li>\n<li>\u6bcf\u6b21\u8fed\u4ee3\u540e\uff0c\u7cfb\u7edf\u4f1a\u66f4\u65b0\u7814\u7a76\u65b9\u5411\uff0c\u5e76\u663e\u793a\u4e2d\u95f4\u7ed3\u679c\u3002<\/li>\n<li>\u6700\u7ec8\u751f\u6210\u5305\u542b\u95ee\u9898\u5206\u6790\u3001\u6570\u636e\u652f\u6301\u548c\u7ed3\u8bba\u7684\u7efc\u5408\u62a5\u544a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u6a21\u578b<\/strong>\n<ul>\n<li>\u5728\u754c\u9762\u6216\u914d\u7f6e\u6587\u4ef6\u4e2d\u9009\u62e9\u6240\u9700\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982 OpenAI \u7684 GPT-4 \u6216\u672c\u5730 Ollama \u6a21\u578b\uff09\u3002<\/li>\n<li>\u5982\u679c\u4f7f\u7528\u5916\u90e8 API\uff0c\u786e\u4fdd\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u4e2d\u7684\u5bc6\u94a5\u6709\u6548\u3002<\/li>\n<li>\u672c\u5730 Ollama \u6a21\u578b\u9002\u5408\u9690\u79c1\u654f\u611f\u7528\u6237\uff0c\u65e0\u9700\u8054\u7f51\u5373\u53ef\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\n<ul>\n<li>\u7814\u7a76\u5b8c\u6210\u540e\uff0c\u62a5\u544a\u4f1a\u4ee5\u7ed3\u6784\u5316\u683c\u5f0f\u663e\u793a\uff0c\u5305\u542b\u5f15\u7528\u7684\u6570\u636e\u6765\u6e90\u548c\u5206\u6790\u603b\u7ed3\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u5bfc\u51fa\u62a5\u544a\u4e3a PDF \u6216 Markdown \u683c\u5f0f\uff0c\u65b9\u4fbf\u5206\u4eab\u6216\u5b58\u6863\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5e38\u89c1\u95ee\u9898\u6392\u67e5<\/h3>\n<ul>\n<li><strong>\u201cMissing environment variables\u201d<\/strong>\uff1a\u68c0\u67e5\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u662f\u5426\u5728\u9879\u76ee\u6839\u76ee\u5f55\uff0c\u4e14\u5305\u542b\u6b63\u786e\u7684 API \u5bc6\u94a5\u3002<\/li>\n<li><strong>\u201cAPI key not valid\u201d<\/strong>\uff1a\u786e\u8ba4 API \u5bc6\u94a5\u65e0\u7a7a\u683c\u4e14\u6709\u6548\uff0c\u5fc5\u8981\u65f6\u91cd\u65b0\u751f\u6210\u5bc6\u94a5\u3002<\/li>\n<li><strong>\u201cOpenRouter API error\u201d<\/strong>\uff1a\u9a8c\u8bc1 OpenRouter \u8d26\u6237\u662f\u5426\u6709\u8db3\u591f\u4f59\u989d\u3002<\/li>\n<li><strong>\u201c\u670d\u52a1\u542f\u52a8\u5931\u8d25\u201d<\/strong>\uff1a\u68c0\u67e5 Docker \u662f\u5426\u6b63\u5e38\u8fd0\u884c\uff0c\u5e76\u786e\u4fdd\u7aef\u53e3\u672a\u88ab\u5360\u7528\u3002<\/li>\n<\/ul>\n<h3>\u8fdb\u9636\u4f7f\u7528<\/h3>\n<ul>\n<li><strong>\u81ea\u5b9a\u4e49\u7814\u7a76\u6d41\u7a0b<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u4fee\u6539\u4ee3\u7801\u4e2d\u7684\u7814\u7a76\u8ba1\u5212\u6a21\u677f\uff0c\u8c03\u6574\u8fed\u4ee3\u6b21\u6570\u6216\u6570\u636e\u6765\u6e90\u4f18\u5148\u7ea7\u3002<\/li>\n<li><strong>\u96c6\u6210\u5176\u4ed6\u5de5\u5177<\/strong>\uff1a\u901a\u8fc7\u6269\u5c55\u4ee3\u7801\uff0cDeepResearch \u53ef\u4ee5\u8fde\u63a5\u66f4\u591a\u6570\u636e\u5e93\u6216\u5206\u6790\u5de5\u5177\u3002<\/li>\n<li><strong>\u6279\u91cf\u7814\u7a76<\/strong>\uff1a\u652f\u6301\u901a\u8fc7\u811a\u672c\u6279\u91cf\u8f93\u5165\u591a\u4e2a\u7814\u7a76\u95ee\u9898\uff0c\u9002\u5408\u9700\u8981\u5904\u7406\u5927\u91cf\u8bfe\u9898\u7684\u7528\u6237\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\u4ee5\u4f7f\u7528 DeepResearch \u5feb\u901f\u6536\u96c6\u67d0\u4e00\u9886\u57df\u7684\u6700\u65b0\u8bba\u6587\u3001\u65b0\u95fb\u548c\u6570\u636e\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u91cf\u5b50\u8ba1\u7b97\u7684\u6700\u65b0\u8fdb\u5c55\u201d\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u6574\u7406\u76f8\u5173\u6587\u732e\u548c\u62a5\u9053\uff0c\u751f\u6210\u7efc\u8ff0\u62a5\u544a\u3002<\/li>\n<li><strong>\u5e02\u573a\u5206\u6790<\/strong><br \/>\n\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 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