{"id":41469,"date":"2025-08-20T23:42:04","date_gmt":"2025-08-20T15:42:04","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=41469"},"modified":"2025-08-20T23:42:04","modified_gmt":"2025-08-20T15:42:04","slug":"deepagents","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/deepagents\/","title":{"rendered":"DeepAgents\uff1a\u4e00\u4e2a\u7528\u4e8e\u4e13\u4e1a\u7ea7\u80a1\u7968\u7814\u7a76\u7684AI\u667a\u80fd\u4f53"},"content":{"rendered":"<p>DeepAgents\u662f\u4e00\u4e2a\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u80a1\u7968\u7814\u7a76\u52a9\u624b\u3002 \u5b83\u4f7f\u7528LangChain\u7684DeepAgent\u6846\u67b6\u6784\u5efa\uff0c\u53ef\u4ee5\u63d0\u4f9b\u975e\u5e38\u8be6\u7ec6\u7684\u91d1\u878d\u5206\u6790\uff0c\u6548\u679c\u548c\u4e13\u4e1a\u5206\u6790\u5e08\u7684\u62a5\u544a\u5f88\u63a5\u8fd1\u3002 \u8fd9\u4e2a\u9879\u76ee\u548c\u666e\u901a\u7684\u804a\u5929\u673a\u5668\u4eba\u4e0d\u4e00\u6837\uff0c\u5b83\u5185\u90e8\u6709\u4e00\u5957\u66f4\u590d\u6742\u7684\u7cfb\u7edf\u3002\u8fd9\u4e2a\u7cfb\u7edf\u91cc\u6709\u4e13\u95e8\u8d1f\u8d23\u4e0d\u540c\u4efb\u52a1\u7684\u201c\u5b50\u667a\u80fd\u4f53\u201d\uff0c\u6709\u8d1f\u8d23\u89c4\u5212\u7684\u5de5\u5177\uff0c\u8fd8\u6574\u5408\u4e86\u591a\u79cd\u6570\u636e\u5de5\u5177\uff0c\u6700\u7ec8\u80fd\u8f93\u51fa\u4e13\u4e1a\u6c34\u5e73\u7684\u80a1\u7968\u5206\u6790\u62a5\u544a\u3002 \u6574\u4e2a\u7cfb\u7edf\u7684\u6838\u5fc3\u662f\u201c\u6df1\u5ea6\u667a\u80fd\u4f53\u201d\u67b6\u6784\uff0c\u8fd9\u79cd\u67b6\u6784\u64c5\u957f\u5904\u7406\u590d\u6742\u548c\u9700\u8981\u957f\u65f6\u95f4\u601d\u8003\u7684\u4efb\u52a1\u3002 \u5b83\u901a\u8fc7\u8be6\u7ec6\u7684\u7cfb\u7edf\u6307\u4ee4\u3001\u4efb\u52a1\u89c4\u5212\u5de5\u5177\u3001\u5b50\u667a\u80fd\u4f53\u548c\u6587\u4ef6\u7cfb\u7edf\u8fd9\u51e0\u4e2a\u5173\u952e\u90e8\u5206\u534f\u540c\u5de5\u4f5c\uff0c\u8ba9AI\u80fd\u591f\u50cf\u4e13\u5bb6\u4e00\u6837\u6df1\u5165\u7814\u7a76\u4e00\u4e2a\u4e3b\u9898\u3002 \u8fd9\u4e2a\u80a1\u7968\u7814\u7a76\u52a9\u624b\u5c31\u662f\u8be5\u67b6\u6784\u7684\u4e00\u4e2a\u5177\u4f53\u5e94\u7528\u5b9e\u4f8b\uff0c\u4e13\u95e8\u7528\u6765\u9ad8\u6548\u5b8c\u6210\u4e13\u4e1a\u7684\u91d1\u878d\u5206\u6790\u4efb\u52a1\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-41470\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ba33095c79bc52a-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1425\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ba33095c79bc52a-scaled.jpg 2560w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ba33095c79bc52a-1536x855.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ba33095c79bc52a-2048x1140.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ba33095c79bc52a-18x10.jpg 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u7ef4\u5ea6\u5206\u6790<\/strong>: \u53ef\u4ee5\u540c\u65f6\u4ece\u57fa\u672c\u9762\u3001\u6280\u672f\u6307\u6807\u548c\u98ce\u9669\u4e09\u4e2a\u65b9\u9762\u5bf9\u80a1\u7968\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\u3002<\/li>\n<li><strong>\u4e13\u4e1a\u7684\u5b50\u667a\u80fd\u4f53<\/strong>: \u7cfb\u7edf\u5185\u90e8\u6709\u591a\u4e2a\u72ec\u7acb\u7684AI\u667a\u80fd\u4f53\uff0c\u5206\u522b\u626e\u6f14\u4e0d\u540c\u9886\u57df\u7684\u4e13\u5bb6\u89d2\u8272\uff0c\u6bd4\u5982\u57fa\u672c\u9762\u5206\u6790\u5e08\u3001\u6280\u672f\u5206\u6790\u5e08\u548c\u98ce\u9669\u8bc4\u4f30\u5e08\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u6570\u636e\u63a5\u5165<\/strong>: \u80fd\u591f\u83b7\u53d6\u5b9e\u65f6\u7684\u80a1\u7968\u4ef7\u683c\u3001\u516c\u53f8\u8d22\u52a1\u62a5\u8868\u548c\u5404\u79cd\u6280\u672f\u6307\u6807\u6570\u636e\u3002<\/li>\n<li><strong>\u7cfb\u7edf\u5316\u5de5\u4f5c\u6d41\u7a0b<\/strong>: \u7814\u7a76\u8fc7\u7a0b\u9075\u5faa\u4e00\u5957\u7ed3\u6784\u5316\u7684\u65b9\u6cd5\u8bba\uff0c\u786e\u4fdd\u5206\u6790\u7684\u5b8c\u6574\u6027\u548c\u7cfb\u7edf\u6027\u3002<\/li>\n<li><strong>\u7f51\u9875\u64cd\u4f5c\u754c\u9762<\/strong>: \u63d0\u4f9b\u4e86\u4e00\u4e2a\u57fa\u4e8eGradio\u7684\u7b80\u5355\u6613\u7528\u7684\u7f51\u9875\u754c\u9762\uff0c\u65b9\u4fbf\u7528\u6237\u8f93\u5165\u6307\u4ee4\u548c\u67e5\u770b\u7ed3\u679c\u3002<\/li>\n<li><strong>\u751f\u6210\u4e13\u4e1a\u62a5\u544a<\/strong>: \u5206\u6790\u5b8c\u6210\u540e\uff0c\u80fd\u591f\u81ea\u52a8\u751f\u6210\u5305\u542b\u6295\u8d44\u5efa\u8bae\u548c\u76ee\u6807\u4ef7\u7684\u4e13\u4e1a\u7814\u7a76\u62a5\u544a\u3002<\/li>\n<li><strong>\u63d0\u5347\u5206\u6790\u6548\u7387<\/strong>: \u5c06\u8fc7\u53bb\u9700\u8981\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5929\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u7f29\u77ed\u5230\u51e0\u5206\u949f\u5185\u5b8c\u6210\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>\u8fd9\u4e2a\u5de5\u5177\u662f\u4e00\u4e2a\u5728\u672c\u5730\u7535\u8111\u4e0a\u8fd0\u884c\u7684AI\u5e94\u7528\uff0c\u5b83\u9700\u8981\u4f9d\u8d56\u672c\u5730\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6765\u9a71\u52a8\u3002\u4f7f\u7528\u524d\u9700\u8981\u5148\u5b8c\u6210\u4e00\u4e9b\u73af\u5883\u914d\u7f6e\u548c\u5b89\u88c5\u3002<\/p>\n<h3><strong>1. \u73af\u5883\u51c6\u5907<\/strong><\/h3>\n<p>\u5728\u4f7f\u7528\u524d\uff0c\u4f60\u7684\u7535\u8111\u9700\u8981\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>Python<\/strong>: \u9700\u8981\u5b89\u88c5\u00a0<code>3.8<\/code>\u00a0\u6216\u66f4\u9ad8\u7248\u672c\u7684Python\u3002<\/li>\n<li><strong>Ollama<\/strong>: \u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u5728\u672c\u5730\u8fd0\u884c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u5177\uff0c\u4f60\u9700\u8981\u5148\u5b89\u88c5\u5b83\u3002<\/li>\n<\/ul>\n<h3><strong>2. \u5b89\u88c5\u6d41\u7a0b<\/strong><\/h3>\n<p><strong>\u6b65\u9aa4\u4e00\uff1a\u5b89\u88c5Ollama<\/strong><br \/>\nOllama\u8ba9\u4f60\u53ef\u4ee5\u5728\u81ea\u5df1\u7684\u7535\u8111\u4e0a\u8fd0\u884c\u5f3a\u5927\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u6bd4\u5982Llama 2\u3002<\/p>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff08\u5728macOS\u6216Linux\uff09\u6216\u547d\u4ee4\u63d0\u793a\u7b26\uff08\u5728Windows\uff09\u3002<\/li>\n<li>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u4e0b\u8f7d\u5e76\u5b89\u88c5Ollama\uff1a\n<pre><code>curl -fsSL https:\/\/ollama.ai\/install.sh | sh\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u9700\u8981\u4e0b\u8f7d\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u7528\u4e8e\u9a71\u52a8\u5206\u6790\u3002\u4f8b\u5982\uff0c\u4e0b\u8f7d\u4e00\u4e2a\u5f00\u6e90\u7684<code><a href=\"https:\/\/www.kdjingpai.com\/de\/gpt-oss\/\">gpt-oss<\/a><\/code>\u6a21\u578b\uff1a\n<pre><code><a href=\"https:\/\/www.kdjingpai.com\/de\/ollama\/\">ollama<\/a> pull gpt-oss\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u4e0b\u8f7d\u51e0GB\u7684\u6a21\u578b\u6587\u4ef6\uff0c\u8bf7\u8010\u5fc3\u7b49\u5f85\u3002<\/li>\n<\/ul>\n<p><strong>\u6b65\u9aa4\u4e8c\uff1a\u4e0b\u8f7dDeepAgents\u9879\u76ee\u4ee3\u7801<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528<code>git<\/code>\u5de5\u5177\u514b\u9686\u9879\u76ee\u7684\u4ee3\u7801\u5e93\u3002\u6253\u5f00\u7ec8\u7aef\u5e76\u8fd0\u884c\uff1a\n<pre><code>git clone https:\/\/github.com\/sagar-n\/deepagents.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a\n<pre><code>cd deepagents\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p><strong>\u6b65\u9aa4\u4e09\uff1a\u5b89\u88c5Python\u4f9d\u8d56\u5e93<\/strong><\/p>\n<ul>\n<li>\u9879\u76ee\u6240\u9700\u8981\u7684\u6240\u6709Python\u5e93\u90fd\u8bb0\u5f55\u5728<code>requirements.txt<\/code>\u6587\u4ef6\u4e2d\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip<\/code>\u547d\u4ee4\u4e00\u952e\u5b89\u88c5\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u81ea\u52a8\u5b89\u88c5<code>deepagents<\/code>\u3001<code>langchain<\/code>\u3001<code>yfinance<\/code>\u7b49\u6240\u6709\u5fc5\u9700\u7684\u5e93\u3002<\/li>\n<\/ul>\n<h3><strong>3. \u5982\u4f55\u8fd0\u884c\u548c\u4f7f\u7528<\/strong><\/h3>\n<p><strong>\u6b65\u9aa4\u4e00\uff1a\u542f\u52a8\u5e94\u7528<\/strong><\/p>\n<ul>\n<li>\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u90fd\u5df2\u5b89\u88c5\u5b8c\u6bd5\uff0c\u5e76\u4e14Ollama\u6b63\u5728\u540e\u53f0\u8fd0\u884c\u3002<\/li>\n<li>\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u7a0b\u5e8f\uff1a\n<pre><code>python research_agent.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u7a0b\u5e8f\u542f\u52a8\u540e\uff0c\u4f60\u4f1a\u5728\u7ec8\u7aef\u770b\u5230\u7c7b\u4f3c\u4e0b\u9762\u7684\u8f93\u51fa\uff1a<br \/>\n<code>Running on local URL:  http:\/\/127.0.0.1:7860<\/code><\/li>\n<\/ul>\n<p><strong>\u6b65\u9aa4\u4e8c\uff1a\u6253\u5f00\u7f51\u9875\u754c\u9762<\/strong><\/p>\n<ul>\n<li>\u6253\u5f00\u4f60\u7684\u6d4f\u89c8\u5668\uff08\u5982Chrome, Firefox\u7b49\uff09\u3002<\/li>\n<li>\u5728\u5730\u5740\u680f\u8f93\u5165\u4e0a\u9762\u7ec8\u7aef\u63d0\u793a\u7684\u5730\u5740\uff1a<code>http:\/\/127.0.0.1:7860<\/code>\u00a0\u6216\u00a0<code>http:\/\/localhost:7860<\/code>\u3002<\/li>\n<li>\u4f60\u4f1a\u770b\u5230\u4e00\u4e2a\u7b80\u6d01\u7684\u7f51\u9875\u754c\u9762\uff0c\u5305\u542b\u4e00\u4e2a\u6587\u672c\u8f93\u5165\u6846\u548c\u4e00\u4e2a\u7528\u4e8e\u63d0\u4ea4\u7684\u6309\u94ae\u3002<\/li>\n<\/ul>\n<p><strong>\u6b65\u9aa4\u4e09\uff1a\u8f93\u5165\u5206\u6790\u6307\u4ee4<\/strong><\/p>\n<ul>\n<li>\u5728\u6587\u672c\u6846\u4e2d\uff0c\u4f60\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u8f93\u5165\u4f60\u60f3\u8981\u5206\u6790\u7684\u9700\u6c42\u3002\u4f60\u7684\u6307\u4ee4\u53ef\u4ee5\u5199\u5f97\u8be6\u7ec6\u4e00\u4e9b\uff0c\u8fd9\u6837AI\u80fd\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<\/ul>\n<p><strong>\u57fa\u7840\u5206\u6790\u793a\u4f8b\uff1a<\/strong><br \/>\n\u5982\u679c\u4f60\u60f3\u5bf9\u82f9\u679c\u516c\u53f8\uff08\u80a1\u7968\u4ee3\u7801AAPL\uff09\u8fdb\u884c\u4e00\u6b21\u5168\u9762\u7684\u5206\u6790\uff0c\u5e76\u8ba1\u5212\u6295\u8d446\u4e2a\u6708\uff0c\u4f60\u53ef\u4ee5\u8f93\u5165\uff1a<\/p>\n<pre><code>\u5bf9\u82f9\u679c\u516c\u53f8\uff08AAPL\uff09\u8fdb\u884c\u4e00\u6b21\u5168\u9762\u7684\u5206\u6790\uff0c\u6295\u8d44\u671f\u9650\u4e3a6\u4e2a\u6708\u3002\u8bf7\u5305\u62ec\uff1a\r\n1. \u5f53\u524d\u7684\u8d22\u52a1\u8868\u73b0\r\n2. \u5e26\u6709\u4ea4\u6613\u4fe1\u53f7\u7684\u6280\u672f\u5206\u6790\r\n3. \u98ce\u9669\u8bc4\u4f30\r\n4. 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