{"id":34446,"date":"2025-07-31T10:09:28","date_gmt":"2025-07-31T02:09:28","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34446"},"modified":"2025-07-31T10:09:28","modified_gmt":"2025-07-31T02:09:28","slug":"deep-agents","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/deep-agents\/","title":{"rendered":"Deep Agents\uff1a\u5feb\u901f\u6784\u5efa\u590d\u6742\u4efb\u52a1AI\u4ee3\u7406\u7684Python\u5de5\u5177\u5305"},"content":{"rendered":"<p>Deep Agents \u662f\u4e00\u4e2a\u7531LangChainAI\u5f00\u53d1\u7684Python\u5de5\u5177\u5305\uff0c\u4e13\u6ce8\u4e8e\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6784\u5efa\u80fd\u591f\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684AI\u4ee3\u7406\u3002\u5b83\u57fa\u4e8eLangGraph\u6846\u67b6\uff0c\u63d0\u4f9b\u5185\u7f6e\u7684\u89c4\u5212\u5de5\u5177\u3001\u5b50\u4ee3\u7406\u3001\u865a\u62df\u6587\u4ef6\u7cfb\u7edf\u548c\u8be6\u7ec6\u7684\u7cfb\u7edf\u63d0\u793a\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u5b89\u88c5\u548c\u914d\u7f6e\uff0c\u5feb\u901f\u521b\u5efa\u652f\u6301\u957f\u65f6\u4efb\u52a1\u548c\u590d\u6742\u5de5\u4f5c\u6d41\u7684\u667a\u80fd\u4ee3\u7406\u3002Deepagents\u9002\u5408\u9700\u8981\u81ea\u52a8\u5316\u7814\u7a76\u3001\u7f16\u7801\u6216\u5176\u4ed6\u590d\u6742\u4efb\u52a1\u7684\u5f00\u53d1\u8005\uff0c\u5f3a\u8c03\u5f00\u7bb1\u5373\u7528\u548c\u7075\u6d3b\u5b9a\u5236\u3002\u9879\u76ee\u91c7\u7528MIT\u8bb8\u53ef\u8bc1\uff0c\u4ee3\u7801\u5f00\u6e90\uff0c\u793e\u533a\u6d3b\u8dc3\uff0c\u6301\u7eed\u66f4\u65b0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-34447\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/0c60f40464f936c.png\" alt=\"\" width=\"1056\" height=\"460\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/0c60f40464f936c.png 1056w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/0c60f40464f936c-18x8.png 18w\" sizes=\"auto, (max-width: 1056px) 100vw, 1056px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u63d0\u4f9b\u5185\u7f6e\u89c4\u5212\u5de5\u5177\uff0c\u81ea\u52a8\u5206\u89e3\u590d\u6742\u4efb\u52a1\u4e3a\u53ef\u6267\u884c\u6b65\u9aa4\u3002<\/li>\n<li>\u652f\u6301\u5b50\u4ee3\u7406\u534f\u4f5c\uff0c\u5206\u914d\u4efb\u52a1\u7ed9\u591a\u4e2aAI\u4ee3\u7406\u5e76\u534f\u8c03\u5de5\u4f5c\u3002<\/li>\n<li>\u5305\u542b\u865a\u62df\u6587\u4ef6\u7cfb\u7edf\uff0c\u6a21\u62df\u6587\u4ef6\u64cd\u4f5c\u4ee5\u652f\u6301\u4ee3\u7406\u4efb\u52a1\u3002<\/li>\n<li>\u9884\u7f6e\u8be6\u7ec6\u7cfb\u7edf\u63d0\u793a\uff0c\u4f18\u5316AI\u4ee3\u7406\u7684\u51b3\u7b56\u548c\u8f93\u51fa\u3002<\/li>\n<li>\u57fa\u4e8eLangGraph\u6846\u67b6\uff0c\u652f\u6301\u4f4e\u5c42\u6b21\u5b9a\u5236\u548c\u6269\u5c55\u3002<\/li>\n<li>\u5f00\u7bb1\u5373\u7528\u7684Python\u5305\uff0c\u7b80\u5316\u5b89\u88c5\u548c\u521d\u59cb\u914d\u7f6e\u3002<\/li>\n<li>\u652f\u6301\u5f02\u6b65\u64cd\u4f5c\uff0c\u63d0\u5347\u590d\u6742\u4efb\u52a1\u7684\u6267\u884c\u6548\u7387\u3002<\/li>\n<li>\u63d0\u4f9b\u793a\u4f8b\u4ee3\u7801\u548c\u6587\u6863\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Deepagents\u7684\u5b89\u88c5\u8fc7\u7a0b\u7b80\u5355\uff0c\u9002\u5408\u719f\u6089Python\u7684\u5f00\u53d1\u8005\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u786e\u4fdd\u73af\u5883\u8981\u6c42<\/strong>\uff1a\n<ul>\n<li>\u9700\u8981Python 3.8\u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li>\u63a8\u8350\u4f7f\u7528\u865a\u62df\u73af\u5883\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002<\/li>\n<\/ul>\n<pre><code>python -m venv venv\r\nsource venv\/bin\/activate  # Windows: venv\\Scripts\\activate\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<pre><code>\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5Deepagents<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528pip\u76f4\u63a5\u5b89\u88c5\u6700\u65b0\u7248\u672c\u3002<\/li>\n<\/ul>\n<pre><code>pip install deepagents\r\n<\/code><\/pre>\n<ul>\n<li>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u68c0\u67e5\u662f\u5426\u6210\u529f\u3002<\/li>\n<\/ul>\n<pre><code>python -m deepagents --version\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6eAPI\u5bc6\u94a5<\/strong>\uff1a\n<ul>\n<li>Deepagents\u4f9d\u8d56\u5916\u90e8LLM\uff08\u5982OpenAI\u6216Anthropic\uff09\u63d0\u4f9b\u667a\u80fd\u652f\u6301\u3002\u9700\u8981\u5728\u73af\u5883\u53d8\u91cf\u4e2d\u914d\u7f6eAPI\u5bc6\u94a5\u3002<\/li>\n<li>\u521b\u5efa<code>.env<\/code>\u6587\u4ef6\u6216\u76f4\u63a5\u5bfc\u51fa\u73af\u5883\u53d8\u91cf\uff1a<\/li>\n<\/ul>\n<pre><code>export OPENAI_API_KEY=your_openai_key\r\nexport TAVILY_API_KEY=your_tavily_key  # \u7528\u4e8e\u641c\u7d22\u529f\u80fd\r\n<\/code><\/pre>\n<ul>\n<li>\u786e\u4fdd<code>.env<\/code>\u6587\u4ef6\u4e0d\u4e0a\u4f20\u81f3\u516c\u5171\u4ed3\u5e93\uff0c\u4ee5\u4fdd\u62a4\u5bc6\u94a5\u5b89\u5168\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong>\uff1a\n<ul>\n<li>\u8fd0\u884c\u793a\u4f8b\u4ee3\u7801\uff0c\u786e\u8ba4\u73af\u5883\u914d\u7f6e\u6b63\u786e\u3002<\/li>\n<\/ul>\n<pre><code>from deepagents import DeepAgent\r\nagent = DeepAgent()\r\nprint(agent.run(\"Hello, world!\"))\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>Deepagents\u7684\u6838\u5fc3\u5728\u4e8e\u6784\u5efa\u548c\u8fd0\u884cAI\u4ee3\u7406\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u7684\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<ol>\n<li><strong>\u521b\u5efaAI\u4ee3\u7406<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528<code>DeepAgent<\/code>\u7c7b\u521d\u59cb\u5316\u4ee3\u7406\uff0c\u6307\u5b9a\u4efb\u52a1\u76ee\u6807\u3002<\/li>\n<\/ul>\n<pre><code>from deepagents import DeepAgent\r\nagent = DeepAgent(task=\"\u7814\u7a762025\u5e74AI\u53d1\u5c55\u8d8b\u52bf\")\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4efb\u52a1\u89c4\u5212\u4e0e\u5206\u89e3<\/strong>\uff1a\n<ul>\n<li>Deepagents\u7684\u89c4\u5212\u5de5\u5177\u4f1a\u81ea\u52a8\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u5b50\u4efb\u52a1\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4efb\u52a1\u63cf\u8ff0\uff0c\u4ee3\u7406\u4f1a\u751f\u6210\u6267\u884c\u8ba1\u5212\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u8fd0\u884c\u7814\u7a76\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<pre><code>result = agent.plan_and_execute()\r\nprint(result)\r\n<\/code><\/pre>\n<ul>\n<li>\u89c4\u5212\u7ed3\u679c\u5b58\u50a8\u5728\u865a\u62df\u6587\u4ef6\u7cfb\u7edf\u4e2d\uff0c\u4f9b\u5b50\u4ee3\u7406\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b50\u4ee3\u7406\u534f\u4f5c<\/strong>\uff1a\n<ul>\n<li>Deepagents\u652f\u6301\u591a\u4e2a\u5b50\u4ee3\u7406\u5e76\u884c\u5de5\u4f5c\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u6307\u5b9a\u5b50\u4ee3\u7406\u6570\u91cf\u548c\u804c\u8d23\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u914d\u7f6e\u4e24\u4e2a\u5b50\u4ee3\u7406\uff0c\u4e00\u4e2a\u8d1f\u8d23\u641c\u7d22\uff0c\u4e00\u4e2a\u8d1f\u8d23\u603b\u7ed3\u3002<\/li>\n<\/ul>\n<pre><code>agent.add_subagent(role=\"searcher\", tool=\"tavily_search\")\r\nagent.add_subagent(role=\"summarizer\", tool=\"text_processor\")\r\nagent.execute_collaboration()\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u865a\u62df\u6587\u4ef6\u7cfb\u7edf<\/strong>\uff1a\n<ul>\n<li>\u4ee3\u7406\u5728\u865a\u62df\u6587\u4ef6\u7cfb\u7edf\u4e2d\u5b58\u50a8\u4e2d\u95f4\u7ed3\u679c\uff0c\u6a21\u62df\u771f\u5b9e\u6587\u4ef6\u64cd\u4f5c\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee\u6587\u4ef6\u5185\u5bb9\uff1a<\/li>\n<\/ul>\n<pre><code>files = agent.filesystem.list_files()\r\ncontent = agent.filesystem.read_file(\"research_summary.txt\")\r\nprint(content)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u7cfb\u7edf\u63d0\u793a<\/strong>\uff1a\n<ul>\n<li>Deepagents\u5141\u8bb8\u7528\u6237\u4fee\u6539\u7cfb\u7edf\u63d0\u793a\uff0c\u4f18\u5316\u4ee3\u7406\u884c\u4e3a\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u8bbe\u7f6e\u7814\u7a76\u4efb\u52a1\u7684\u63d0\u793a\u3002<\/li>\n<\/ul>\n<pre><code>agent.set_system_prompt(\"\u8bf7\u4ee5\u5ba2\u89c2\u8bed\u6c14\u751f\u6210\u7814\u7a76\u62a5\u544a\uff0c\u5f15\u7528\u53ef\u9760\u6765\u6e90\u3002\")\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>Deepagents\u7684\u7279\u8272\u5728\u4e8e\u5176\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u652f\u6301\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<ol>\n<li><strong>\u5904\u7406\u957f\u65f6\u4efb\u52a1<\/strong>\uff1a\n<ul>\n<li>Deepagents\u901a\u8fc7\u5de5\u5177\u8c03\u7528\u5faa\u73af\u548c\u5b50\u4ee3\u7406\u534f\u4f5c\uff0c\u9002\u5408\u9700\u8981\u591a\u6b65\u9aa4\u63a8\u7406\u7684\u4efb\u52a1\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u5206\u6790\u5e02\u573a\u8d8b\u52bf\u3002<\/li>\n<\/ul>\n<pre><code>agent = DeepAgent(task=\"\u5206\u67902025\u5e74\u7535\u52a8\u8f66\u5e02\u573a\u8d8b\u52bf\")\r\nagent.plan_and_execute(max_iterations=10)  # \u6700\u591a10\u6b21\u8fed\u4ee3\r\nreport = agent.filesystem.read_file(\"market_report.md\")\r\nprint(report)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5f02\u6b65\u4efb\u52a1\u6267\u884c<\/strong>\uff1a\n<ul>\n<li>\u652f\u6301\u5f02\u6b65\u64cd\u4f5c\uff0c\u9002\u5408\u9ad8\u5e76\u53d1\u573a\u666f\u3002<\/li>\n<\/ul>\n<pre><code>import asyncio\r\nasync def run_agent():\r\nagent = DeepAgent(task=\"\u641c\u7d22\u6700\u65b0AI\u8bba\u6587\")\r\nreturn await agent.async_execute()\r\nresult = asyncio.run(run_agent())\r\nprint(result)\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0eLangGraph\u96c6\u6210<\/strong>\uff1a\n<ul>\n<li>\u7528\u6237\u53ef\u4ee5\u6df1\u5165LangGraph\u5c42\uff0c\u5b9a\u5236\u4ee3\u7406\u5de5\u4f5c\u6d41\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u4fee\u6539\u5de5\u4f5c\u6d41\u8282\u70b9\u3002<\/li>\n<\/ul>\n<pre><code>from <a href=\"https:\/\/www.kdjingpai.com\/de\/langgraph\/\">langgraph<\/a>.graph import StateGraph\r\ngraph = StateGraph()\r\ngraph.add_node(\"research\", agent.run_research)\r\nagent.set_graph(graph)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\uff0c\u90e8\u5206\u529f\u80fd\uff08\u5982\u641c\u7d22\uff09\u9700\u8981\u8bbf\u95ee\u5916\u90e8API\u3002<\/li>\n<li>\u5b9a\u671f\u68c0\u67e5Deepagents\u7684GitHub\u4ed3\u5e93\uff0c\u83b7\u53d6\u6700\u65b0\u66f4\u65b0\u548c\u4fee\u590d\u3002<\/li>\n<li>\u5982\u679c\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\uff0c\u5c1d\u8bd5\u5347\u7ea7pip\u6216\u4f7f\u7528\u5e72\u51c0\u7684\u865a\u62df\u73af\u5883\u3002<\/li>\n<li>\u793e\u533a\u652f\u6301\u6d3b\u8dc3\uff0c\u53ef\u901a\u8fc7GitHub Issues\u63d0\u4ea4\u95ee\u9898\u6216\u52a0\u5165Discord\u8ba8\u8bba\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76\u8f85\u52a9<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u4f7f\u7528Deepagents\u81ea\u52a8\u5316\u6536\u96c6\u8bba\u6587\u3001\u5206\u6790\u6570\u636e\u5e76\u751f\u6210\u62a5\u544a\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u7814\u7a76\u91cf\u5b50\u8ba1\u7b97\u6700\u65b0\u8fdb\u5c55\u201d\uff0c\u4ee3\u7406\u4f1a\u641c\u7d22\u6743\u5a01\u6765\u6e90\uff0c\u603b\u7ed3\u5173\u952e\u53d1\u73b0\uff0c\u5e76\u751f\u6210Markdown\u62a5\u544a\u3002<\/li>\n<li><strong>\u8f6f\u4ef6\u5f00\u53d1\u652f\u6301<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Deepagents\u5206\u6790\u4ee3\u7801\u5e93\u3001\u751f\u6210\u6587\u6863\u6216\u81ea\u52a8\u5316\u8c03\u8bd5\u3002\u8f93\u5165\u201c\u5206\u6790GitHub\u4ed3\u5e93\u7684\u4ee3\u7801\u7ed3\u6784\u201d\uff0c\u4ee3\u7406\u4f1a\u5206\u89e3\u4efb\u52a1\uff0c\u8c03\u7528\u5b50\u4ee3\u7406\u68c0\u67e5\u4ee3\u7801\u5e76\u751f\u6210\u5206\u6790\u62a5\u544a\u3002<\/li>\n<li><strong>\u5e02\u573a\u60c5\u62a5\u6536\u96c6<\/strong><br \/>\n\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u8ba9Deepagents\u7814\u7a76\u5e02\u573a\u8d8b\u52bf\u6216\u7ade\u4e89\u5bf9\u624b\u52a8\u6001\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u5206\u67902025\u5e74AI\u884c\u4e1a\u6295\u8d44\u8d8b\u52bf\u201d\uff0c\u4ee3\u7406\u4f1a\u641c\u7d22\u65b0\u95fb\u3001\u62a5\u544a\u548c\u793e\u4ea4\u5a92\u4f53\uff0c\u751f\u6210\u8be6\u7ec6\u60c5\u62a5\u3002<\/li>\n<li><strong>\u6559\u80b2\u5185\u5bb9\u751f\u6210<\/strong><br \/>\n\u6559\u5e08\u53ef\u4ee5\u4f7f\u7528Deepagents\u751f\u6210\u6559\u5b66\u6750\u6599\u6216\u8bfe\u7a0b\u5927\u7eb2\u3002\u8f93\u5165\u201c\u4e3aAI\u5165\u95e8\u8bfe\u7a0b\u751f\u6210\u5927\u7eb2\u201d\uff0c\u4ee3\u7406\u4f1a\u641c\u7d22\u76f8\u5173\u8d44\u6e90\uff0c\u89c4\u5212\u5185\u5bb9\u5e76\u8f93\u51fa\u7ed3\u6784\u5316\u6587\u6863\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Deepagents\u652f\u6301\u54ea\u4e9bLLM\uff1f<\/strong><br \/>\nDeepagents\u517c\u5bb9OpenAI\u3001Anthropic\u7b49\u4e3b\u6d41LLM\uff0c\u4e5f\u652f\u6301\u901a\u8fc7LangChain\u9002\u914d\u5668\u4f7f\u7528\u5f00\u6e90\u6a21\u578b\uff0c\u5982Llama\u3002\u9700\u8981\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u548cAPI\u5bc6\u94a5\u3002<\/li>\n<li><strong>\u5982\u4f55\u5904\u7406API\u5bc6\u94a5\u6cc4\u9732\uff1f<\/strong><br \/>\n\u4e0d\u8981\u5c06<code>.env<\/code>\u6587\u4ef6\u4e0a\u4f20\u81f3\u516c\u5171\u4ed3\u5e93\u3002\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u7ba1\u7406\u5bc6\u94a5\uff0c\u5e76\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u9650\u5236\u5bc6\u94a5\u6743\u9650\u3002<\/li>\n<li><strong>Deepagents\u662f\u5426\u9002\u5408\u521d\u5b66\u8005\uff1f<\/strong><br \/>\n\u662f\u7684\uff0cDeepagents\u63d0\u4f9b\u8be6\u7ec6\u6587\u6863\u548c\u793a\u4f8b\u4ee3\u7801\uff0c\u5b89\u88c5\u7b80\u5355\u3002\u521d\u5b66\u8005\u53ea\u9700\u57fa\u672c\u7684Python\u77e5\u8bc6\u5373\u53ef\u4e0a\u624b\u3002<\/li>\n<li><strong>\u8fd0\u884c\u65f6\u9047\u5230\u4f9d\u8d56\u9519\u8bef\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u5c1d\u8bd5\u5347\u7ea7pip\uff08<code>pip install --upgrade pip<\/code>\uff09\u6216\u91cd\u65b0\u521b\u5efa\u865a\u62df\u73af\u5883\u3002\u5982\u679c\u95ee\u9898\u6301\u7eed\uff0c\u68c0\u67e5GitHub Issues\u6216\u63d0\u4ea4\u65b0\u95ee\u9898\u3002<\/li>\n<li><strong>\u53ef\u4ee5\u79bb\u7ebf\u4f7f\u7528Deepagents\u5417\uff1f<\/strong><br \/>\n\u90e8\u5206\u529f\u80fd\uff08\u5982\u641c\u7d22\uff09\u9700\u8981\u8054\u7f51\uff0c\u4f46\u89c4\u5212\u548c\u6587\u4ef6\u7cfb\u7edf\u529f\u80fd\u652f\u6301\u79bb\u7ebf\u8fd0\u884c\u3002\u9700\u9884\u5148\u914d\u7f6e\u672c\u5730LLM\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deep Agents 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