{"id":34108,"date":"2025-07-29T00:04:19","date_gmt":"2025-07-28T16:04:19","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34108"},"modified":"2025-07-29T00:04:19","modified_gmt":"2025-07-28T16:04:19","slug":"sage","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/sage\/","title":{"rendered":"Sage\uff1a\u667a\u80fd\u591a\u4ee3\u7406\u4efb\u52a1\u5206\u89e3\u4e0e\u534f\u4f5c\u6846\u67b6"},"content":{"rendered":"<p>Sage \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u591a\u4ee3\u7406\u7cfb\u7edf\u6846\u67b6\uff0c\u4e13\u6ce8\u4e8e\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u53ef\u7ba1\u7406\u7684\u5b50\u4efb\u52a1\uff0c\u901a\u8fc7\u591a\u4e2a\u667a\u80fd\u4ee3\u7406\u534f\u4f5c\u5b8c\u6210\u3002\u5b83\u57fa\u4e8e Python\uff0c\u652f\u6301 DeepSeek-V3\u3001GPT-4\u3001Claude-3.5 \u7b49\u591a\u79cd\u8bed\u8a00\u6a21\u578b\uff0c\u9002\u5408\u4f01\u4e1a\u7ea7\u5e94\u7528\u3002Sage \u63d0\u4f9b\u6df1\u601d\u6a21\u5f0f\u548c\u5feb\u901f\u6267\u884c\u6a21\u5f0f\uff0c\u9002\u5e94\u4e0d\u540c\u4efb\u52a1\u9700\u6c42\u3002\u7528\u6237\u53ef\u901a\u8fc7\u4ea4\u4e92\u5f0f Web \u754c\u9762\u6216\u547d\u4ee4\u884c\u64cd\u4f5c\uff0c\u4eab\u53d7\u5b9e\u65f6\u76d1\u63a7\u548c\u52a8\u6001\u5de5\u4f5c\u6d41\u7ba1\u7406\u3002\u9879\u76ee\u6258\u7ba1\u4e8e GitHub\uff0c\u91c7\u7528 MIT \u8bb8\u53ef\u8bc1\uff0c\u793e\u533a\u6d3b\u8dc3\uff0c\u6301\u7eed\u66f4\u65b0\u81f3\u7248\u672c 0.9.2\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-34109\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/5f6cf055ba8c1b1-scaled.png\" alt=\"\" width=\"2560\" height=\"1451\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/5f6cf055ba8c1b1-scaled.png 2560w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/5f6cf055ba8c1b1-1536x871.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/5f6cf055ba8c1b1-2048x1161.png 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/5f6cf055ba8c1b1-18x10.png 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>\u4efb\u52a1\u5206\u89e3<\/strong>\uff1a\u81ea\u52a8\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u5206\u4e3a\u5b50\u4efb\u52a1\uff0c\u5e76\u8ddf\u8e2a\u4f9d\u8d56\u5173\u7cfb\u3002<\/li>\n<li><strong>\u4ee3\u7406\u534f\u4f5c<\/strong>\uff1a\u591a\u4e2a\u4ee3\u7406\uff08\u5206\u6790\u3001\u89c4\u5212\u3001\u6267\u884c\u3001\u89c2\u5bdf\u3001\u603b\u7ed3\uff09\u65e0\u7f1d\u534f\u4f5c\u3002<\/li>\n<li><strong>\u5de5\u5177\u7cfb\u7edf<\/strong>\uff1a\u652f\u6301\u63d2\u4ef6\u5f0f\u5de5\u5177\uff0c\u81ea\u52a8\u53d1\u73b0\u5e76\u96c6\u6210\u5916\u90e8 API\u3002<\/li>\n<li><strong>\u53cc\u6267\u884c\u6a21\u5f0f<\/strong>\uff1a\u63d0\u4f9b\u6df1\u601d\u6a21\u5f0f\uff08\u8be6\u7ec6\u5206\u6790\uff09\u548c\u5feb\u901f\u6267\u884c\u6a21\u5f0f\uff08\u9ad8\u6548\u5b8c\u6210\uff09\u3002<\/li>\n<li><strong>Web \u754c\u9762<\/strong>\uff1a\u57fa\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/pt\/react\/\">React<\/a> \u548c FastAPI \u7684\u73b0\u4ee3\u5316\u754c\u9762\uff0c\u652f\u6301\u5b9e\u65f6\u4efb\u52a1\u53ef\u89c6\u5316\u3002<\/li>\n<li><strong>\u4ee4\u724c\u76d1\u63a7<\/strong>\uff1a\u5b9e\u65f6\u8ddf\u8e2a\u6a21\u578b\u4f7f\u7528\u91cf\uff0c\u4f18\u5316\u6210\u672c\u548c\u6027\u80fd\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41<\/strong>\uff1a\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u8f91\u5668\u521b\u5efa\u548c\u7ba1\u7406\u590d\u6742\u5de5\u4f5c\u6d41\u3002<\/li>\n<li><strong>\u9519\u8bef\u5904\u7406<\/strong>\uff1a\u5185\u7f6e\u91cd\u8bd5\u673a\u5236\u548c\u9519\u8bef\u6062\u590d\uff0c\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Sage \u7684\u5b89\u88c5\u7b80\u5355\uff0c\u652f\u6301 Windows\u3001macOS \u548c Linux \u7cfb\u7edf\u3002\u4ee5\u4e0b\u662f\u57fa\u4e8e GitHub \u4ed3\u5e93\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\u83b7\u53d6 Sage \u6e90\u7801\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/ZHangZHengEric\/Sage.git\r\ncd Sage\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5 Sage \u6838\u5fc3\u6846\u67b6\u6240\u9700\u7684 Python \u5305\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<ul>\n<li>\u786e\u4fdd Python \u7248\u672c\u4e3a 3.10 \u6216\u66f4\u9ad8\u3002<\/li>\n<li>\u6838\u5fc3\u4f9d\u8d56\u5305\u62ec\u00a0<code>openai<\/code>\u3001<code>pydantic<\/code>\u3001<code>python-dotenv<\/code>\u00a0\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5 Web \u754c\u9762\u4f9d\u8d56\uff08\u53ef\u9009\uff09<\/strong><br \/>\n\u5982\u679c\u9700\u8981\u4f7f\u7528 FastAPI \u548c React \u7684 Web \u754c\u9762\uff0c\u5b89\u88c5\u989d\u5916\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install -r examples\/fastapi_react_demo\/requirements.txt\r\n<\/code><\/pre>\n<ul>\n<li>\u5305\u62ec\u00a0<code>fastapi<\/code>\u3001<code>uvicorn<\/code>\u3001<code>websockets<\/code>\u00a0\u7b49\u5305\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\n\u521b\u5efa\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u6dfb\u52a0 API \u5bc6\u94a5\u548c\u5176\u4ed6\u914d\u7f6e\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>echo \"OPENAI_API_KEY=your_openai_key\" &gt;&gt; .env\r\necho \"SAGE_DEBUG=true\" &gt;&gt; .env\r\n<\/code><\/pre>\n<ul>\n<li>\u53ef\u53c2\u8003\u00a0<code>mcp_setting_example.json<\/code>\u00a0\u914d\u7f6e <a href=\"https:\/\/www.kdjingpai.com\/pt\/model-context-protocol\/\">MCP<\/a> \u670d\u52a1\u5668\u8fde\u63a5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c Sage<\/strong>\n<ul>\n<li><strong>\u547d\u4ee4\u884c\u6a21\u5f0f<\/strong>\uff1a\u76f4\u63a5\u8fd0\u884c Python \u811a\u672c\u8c03\u7528 Sage \u529f\u80fd\uff0c\u4f8b\u5982\uff1a\n<pre><code>python sagents\/main.py\r\n<\/code><\/pre>\n<\/li>\n<li><strong>Web \u754c\u9762<\/strong>\uff1a\u542f\u52a8 FastAPI \u670d\u52a1\u5668\uff1a\n<pre><code>cd examples\/fastapi_react_demo\r\nuvicorn main:app --host 0.0.0.0 --port 8080\r\n<\/code><\/pre>\n<p>\u8bbf\u95ee\u00a0<code>http:\/\/localhost:8080<\/code>\u00a0\u67e5\u770b Web \u754c\u9762\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u8fd0\u884c\u540e\uff0cWeb \u754c\u9762\u5e94\u663e\u793a\u4ea4\u4e92\u5f0f\u4efb\u52a1\u7ba1\u7406\u9875\u9762\u3002\u547d\u4ee4\u884c\u6a21\u5f0f\u4f1a\u8f93\u51fa Sage \u7248\u672c\u4fe1\u606f\uff08\u5f53\u524d\u4e3a 0.9.2\uff09\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>Sage \u901a\u8fc7\u591a\u4ee3\u7406\u534f\u4f5c\u548c\u73b0\u4ee3\u5316\u754c\u9762\u7b80\u5316\u590d\u6742\u4efb\u52a1\u3002\u4ee5\u4e0b\u662f\u6838\u5fc3\u529f\u80fd\u7684\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<ol>\n<li><strong>\u4efb\u52a1\u5206\u89e3\u4e0e\u4ee3\u7406\u534f\u4f5c<\/strong><br \/>\nSage \u5c06\u4efb\u52a1\u5206\u89e3\u4e3a\u5b50\u4efb\u52a1\uff0c\u5206\u914d\u7ed9\u4e0d\u540c\u4ee3\u7406\u5904\u7406\u3002\u7528\u6237\u901a\u8fc7 Web \u754c\u9762\u6216\u547d\u4ee4\u884c\u8f93\u5165\u4efb\u52a1\uff0c\u4f8b\u5982\u201c\u5206\u6790\u5e02\u573a\u8d8b\u52bf\u5e76\u751f\u6210\u62a5\u544a\u201d\u3002\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ul>\n<li><strong>Web \u754c\u9762<\/strong>\uff1a\u5728\u00a0<code>http:\/\/localhost:8080<\/code>\u00a0\u8f93\u5165\u4efb\u52a1\u63cf\u8ff0\uff0c\u70b9\u51fb\u201c\u63d0\u4ea4\u201d\u3002\u754c\u9762\u4f1a\u663e\u793a\u4efb\u52a1\u5206\u89e3\u8fc7\u7a0b\uff0c\u5305\u542b\u5206\u6790\u3001\u89c4\u5212\u3001\u6267\u884c\u7b49\u9636\u6bb5\u3002<\/li>\n<li><strong>\u547d\u4ee4\u884c<\/strong>\uff1a\u8fd0\u884c\u793a\u4f8b\u811a\u672c\uff1a\n<pre><code>from sagents import AgentController\r\ncontroller = AgentController()\r\ncontroller.run_task(\"\u5206\u6790\u5e02\u573a\u8d8b\u52bf\u5e76\u751f\u6210\u62a5\u544a\")\r\n<\/code><\/pre>\n<\/li>\n<li>\u4ee3\u7406\u5305\u62ec\uff1a\n<ul>\n<li><strong>\u5206\u6790\u4ee3\u7406<\/strong>\uff1a\u7406\u89e3\u4efb\u52a1\u80cc\u666f\uff0c\u63d0\u4f9b\u4e0a\u4e0b\u6587\u5206\u6790\u3002<\/li>\n<li><strong>\u5206\u89e3\u4ee3\u7406<\/strong>\uff1a\u5c06\u4efb\u52a1\u62c6\u5206\u4e3a\u5b50\u4efb\u52a1\uff0c\u751f\u6210\u4f9d\u8d56\u5173\u7cfb\u56fe\u3002<\/li>\n<li><strong>\u89c4\u5212\u4ee3\u7406<\/strong>\uff1a\u9009\u62e9\u5408\u9002\u5de5\u5177\u548c\u6267\u884c\u987a\u5e8f\u3002<\/li>\n<li><strong>\u6267\u884c\u4ee3\u7406<\/strong>\uff1a\u8c03\u7528\u5de5\u5177\u6216 API \u6267\u884c\u5b50\u4efb\u52a1\u3002<\/li>\n<li><strong>\u89c2\u5bdf\u4ee3\u7406<\/strong>\uff1a\u76d1\u63a7\u8fdb\u5ea6\uff0c\u68c0\u67e5\u5b8c\u6210\u8d28\u91cf\u3002<\/li>\n<li><strong>\u603b\u7ed3\u4ee3\u7406<\/strong>\uff1a\u6574\u5408\u7ed3\u679c\uff0c\u751f\u6210\u7ed3\u6784\u5316\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41<\/strong><br \/>\nSage \u63d0\u4f9b\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7f16\u8f91\u5668\uff0c\u5141\u8bb8\u7528\u6237\u8bbe\u8ba1\u4efb\u52a1\u6d41\u7a0b\uff1a<\/p>\n<ul>\n<li>\u8bbf\u95ee Web \u754c\u9762\uff0c\u70b9\u51fb\u201c\u5de5\u4f5c\u6d41\u7f16\u8f91\u5668\u201d\u3002<\/li>\n<li>\u4f7f\u7528\u62d6\u62fd\u754c\u9762\u6dfb\u52a0\u8282\u70b9\uff08\u5982\u201c\u5206\u6790\u6570\u636e\u201d\u6216\u201c\u751f\u6210\u56fe\u8868\u201d\uff09\u3002<\/li>\n<li>\u8bbe\u7f6e\u8282\u70b9\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4fdd\u5b58\u4e3a\u6a21\u677f\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u6d41\uff0c\u5305\u542b\u201c\u6570\u636e\u6536\u96c6\u2192\u5206\u6790\u2192\u62a5\u544a\u751f\u6210\u201d\u4e09\u4e2a\u6b65\u9aa4\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u6267\u884c\u3002<\/li>\n<li>\u547d\u4ee4\u884c\u7528\u6237\u53ef\u7f16\u8f91 YAML \u6587\u4ef6\u5b9a\u4e49\u5de5\u4f5c\u6d41\uff1a\n<pre><code><a href=\"https:\/\/www.kdjingpai.com\/pt\/workflow\/\">workflow<\/a>:\r\n- step: \u6570\u636e\u6536\u96c6\r\naction: call_api\r\nparams: {url: \"https:\/\/api.example.com\/data\"}\r\n- step: \u6570\u636e\u5206\u6790\r\naction: analyze_data\r\ndepends_on: \u6570\u636e\u6536\u96c6\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5de5\u5177\u7cfb\u7edf<\/strong><br \/>\nSage \u652f\u6301\u63d2\u4ef6\u5f0f\u5de5\u5177\uff0c\u81ea\u52a8\u53d1\u73b0\u672c\u5730\u6216\u8fdc\u7a0b\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u8fde\u63a5\u5230 MCP \u670d\u52a1\u5668\uff1a<\/p>\n<ul>\n<li>\u914d\u7f6e\u00a0<code>mcp_setting.json<\/code>\uff1a\n<pre><code>{\r\n\"mcp_server\": \"http:\/\/example.com:20040\",\r\n\"api_key\": \"your_api_key\"\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>\u5728 Web \u754c\u9762\u4e2d\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u663e\u793a\u5728\u201c\u5de5\u5177\u7ba1\u7406\u201d\u9875\u9762\uff0c\u70b9\u51fb\u542f\u7528\u6216\u7981\u7528\u3002<\/li>\n<li>\u547d\u4ee4\u884c\u7528\u6237\u53ef\u901a\u8fc7\u811a\u672c\u8c03\u7528\u5de5\u5177\uff1a\n<pre><code>from sagents.tools import ToolManager\r\nmanager = ToolManager()\r\nmanager.use_tool(\"excel_parser\", file=\"data.xlsx\")\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6df1\u601d\u6a21\u5f0f\u4e0e\u5feb\u901f\u6267\u884c\u6a21\u5f0f<\/strong>\n<ul>\n<li><strong>\u6df1\u601d\u6a21\u5f0f<\/strong>\uff1a\u9002\u5408\u590d\u6742\u4efb\u52a1\uff0c\u542f\u7528\u6240\u6709\u4ee3\u7406\uff0c\u751f\u6210\u8be6\u7ec6\u5206\u6790\u548c\u603b\u7ed3\u3002\n<ul>\n<li>Web \u754c\u9762\uff1a\u9009\u62e9\u201c\u6df1\u601d\u6a21\u5f0f\u201d\uff0c\u8f93\u5165\u4efb\u52a1\uff0c\u67e5\u770b\u5b8c\u6574\u6267\u884c\u8fc7\u7a0b\u3002<\/li>\n<li>\u547d\u4ee4\u884c\uff1a\u8bbe\u7f6e\u00a0<code>mode=deep<\/code>\uff1a\n<pre><code>controller.run_task(\"\u5206\u6790\u5e02\u573a\u8d8b\u52bf\", mode=\"deep\")\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5feb\u901f\u6267\u884c\u6a21\u5f0f<\/strong>\uff1a\u8df3\u8fc7\u5206\u6790\uff0c\u76f4\u63a5\u6267\u884c\u4efb\u52a1\uff0c\u9002\u5408\u7b80\u5355\u9700\u6c42\u3002\n<ul>\n<li>Web \u754c\u9762\uff1a\u9009\u62e9\u201c\u5feb\u901f\u6a21\u5f0f\u201d\uff0c\u8f93\u5165\u4efb\u52a1\uff0c\u7acb\u5373\u83b7\u53d6\u7ed3\u679c\u3002<\/li>\n<li>\u547d\u4ee4\u884c\uff1a\u8bbe\u7f6e\u00a0<code>mode=rapid<\/code>\uff1a\n<pre><code>controller.run_task(\"\u751f\u6210\u56fe\u8868\", mode=\"rapid\")\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4ee4\u724c\u76d1\u63a7<\/strong><br \/>\nSage \u63d0\u4f9b\u5b9e\u65f6\u4ee4\u724c\u4f7f\u7528\u7edf\u8ba1\uff0c\u4f18\u5316\u6210\u672c\uff1a<\/p>\n<ul>\n<li>Web \u754c\u9762\uff1a\u5728\u201c\u76d1\u63a7\u201d\u9875\u9762\u67e5\u770b\u8f93\u5165\u3001\u8f93\u51fa\u3001\u7f13\u5b58\u7684\u4ee4\u724c\u4f7f\u7528\u91cf\u3002<\/li>\n<li>\u547d\u4ee4\u884c\uff1a\u542f\u7528\u8c03\u8bd5\u6a21\u5f0f\u67e5\u770b\u65e5\u5fd7\uff1a\n<pre><code>export SAGE_DEBUG=true\r\npython sagents\/main.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u7cfb\u7edf\u81ea\u52a8\u538b\u7f29\u6d88\u606f\uff0c\u51cf\u5c11 30%-70% \u7684\u4ee4\u724c\u6d88\u8017\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b9e\u65f6\u4e2d\u65ad<\/strong><br \/>\n\u7528\u6237\u53ef\u968f\u65f6\u4e2d\u65ad\u4efb\u52a1\uff1a<\/p>\n<ul>\n<li>Web \u754c\u9762\uff1a\u70b9\u51fb\u201c\u505c\u6b62\u201d\u6309\u94ae\uff0c\u7cfb\u7edf\u5728 1-2 \u79d2\u5185\u6682\u505c\uff0c\u4fdd\u5b58\u4e2d\u95f4\u7ed3\u679c\u3002<\/li>\n<li>\u547d\u4ee4\u884c\uff1a\u6309\u00a0<code>Ctrl+C<\/code>\uff0c\u4efb\u52a1\u72b6\u6001\u4f1a\u4fdd\u5b58\u81f3\u5de5\u4f5c\u7a7a\u95f4\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>Web \u754c\u9762\u4ea4\u4e92<\/strong>\uff1a\n<ul>\n<li>\u8bbf\u95ee\u00a0<code>http:\/\/localhost:8080<\/code>\u00a0\u6216\u5728\u7ebf\u6f14\u793a\u00a0<code>http:\/\/36.133.44.114:20040<\/code>\u3002<\/li>\n<li>\u4f7f\u7528\u201c\u6df1\u601d\u6c14\u6ce1\u201d\u67e5\u770b\u4ee3\u7406\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u652f\u6301\u5c55\u5f00\u548c\u6298\u53e0\u3002<\/li>\n<li>\u914d\u7f6e\u89c4\u5219\u504f\u597d\uff08<code>\/rules<\/code>\uff09\uff0c\u8c03\u6574 AI \u884c\u4e3a\uff0c\u5982\u8bed\u8a00\u98ce\u683c\u6216\u4ee3\u7801\u89c4\u8303\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6587\u4ef6\u67e5\u770b\u5668<\/strong>\uff1a\n<ul>\n<li>\u5728 Web \u754c\u9762\u4e2d\uff0c\u70b9\u51fb\u6587\u4ef6\u94fe\u63a5\u53ef\u76f4\u63a5\u5728\u4fa7\u8fb9\u680f\u67e5\u770b\u5185\u5bb9\uff0c\u65e0\u9700\u4e0b\u8f7d\u3002<\/li>\n<li>\u652f\u6301 Markdown\u3001\u4ee3\u7801\u7b49\u683c\u5f0f\uff0c\u4f18\u5316\u4e86\u6570\u5b66\u516c\u5f0f\u663e\u793a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>MCP \u670d\u52a1\u5668\u96c6\u6210<\/strong>\uff1a\n<ul>\n<li>\u914d\u7f6e\u00a0<code>mcp_setting.json<\/code>\u00a0\u8fde\u63a5\u8fdc\u7a0b\u670d\u52a1\u5668\uff0c\u652f\u6301 SSE \u534f\u8bae\u548c API \u5bc6\u94a5\u8ba4\u8bc1\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u8fd0\u884c MCP \u670d\u52a1\u5668\u5e76\u81ea\u52a8\u53d1\u73b0\u5de5\u5177\uff1a\n<pre><code>python mcp_servers\/main.py --config mcp_setting.json\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210<\/strong><br \/>\nSage \u53ef\u5206\u89e3\u201c\u751f\u6210\u5e02\u573a\u5206\u6790\u62a5\u544a\u201d\u4efb\u52a1\uff0c\u6536\u96c6\u6570\u636e\u3001\u5206\u6790\u8d8b\u52bf\u3001\u751f\u6210\u56fe\u8868\uff0c\u6700\u7ec8\u8f93\u51fa\u7ed3\u6784\u5316\u62a5\u544a\uff0c\u9002\u5408\u4f01\u4e1a\u6570\u636e\u5206\u6790\u3002<\/li>\n<li><strong>\u4ee3\u7801\u5f00\u53d1\u8f85\u52a9<\/strong><br \/>\n\u5f00\u53d1\u8005\u4f7f\u7528 Sage \u89c4\u5212\u4ee3\u7801\u7ed3\u6784\u3001\u751f\u6210\u4ee3\u7801\u7247\u6bb5\u3001\u9a8c\u8bc1\u903b\u8f91\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u4ee3\u7801\u98ce\u683c\uff0c\u9002\u5408\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\u3002<\/li>\n<li><strong>\u5b66\u672f\u7814\u7a76\u652f\u6301<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u5229\u7528\u6df1\u601d\u6a21\u5f0f\u5206\u6790\u590d\u6742\u95ee\u9898\uff0c\u8c03\u7528\u5916\u90e8 API \u83b7\u53d6\u6570\u636e\uff0c\u751f\u6210\u53ef\u89c6\u5316\u7ed3\u679c\uff0c\u9002\u5408\u5b66\u672f\u8bba\u6587\u64b0\u5199\u3002<\/li>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u4f18\u5316<\/strong><br \/>\n\u5185\u5bb9\u521b\u4f5c\u8005\u901a\u8fc7\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u751f\u6210\u6587\u7ae0\u5927\u7eb2\u3001\u8349\u7a3f\u548c\u6700\u7ec8\u5185\u5bb9\uff0c\u652f\u6301\u591a\u8bed\u8a00\u8f93\u51fa\uff0c\u9002\u5408\u8425\u9500\u56e2\u961f\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Sage \u652f\u6301\u54ea\u4e9b\u8bed\u8a00\u6a21\u578b\uff1f<\/strong><br \/>\nSage \u652f\u6301 DeepSeek-V3\u3001Qwen-3\u3001GPT-4.1\u3001Claude-3.5 Sonnet \u7b49\u6a21\u578b\uff0c\u517c\u5bb9 OpenAI\u3001Anthropic\u3001Google AI \u7b49\u63d0\u4f9b\u5546\u7684 API\u3002<\/li>\n<li><strong>\u5982\u4f55\u8bbf\u95ee Web \u754c\u9762\uff1f<\/strong><br \/>\n\u5b89\u88c5\u540e\u8bbf\u95ee\u00a0<code>http:\/\/localhost:8080<\/code>\uff0c\u6216\u4f7f\u7528\u5728\u7ebf\u6f14\u793a\u00a0<code>http:\/\/36.133.44.114:20040<\/code>\u3002<\/li>\n<li><strong>Sage \u548c\u5176\u4ed6\u81ea\u52a8\u5316\u6846\u67b6\u6709\u4f55\u4e0d\u540c\uff1f<\/strong><br \/>\nSage \u4e13\u6ce8\u4e8e\u591a\u4ee3\u7406\u534f\u4f5c\u548c\u4efb\u52a1\u5206\u89e3\uff0c\u652f\u6301\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7f16\u8f91\u548c\u5b9e\u65f6\u76d1\u63a7\uff0c\u9002\u5408\u590d\u6742\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u3002<\/li>\n<li><strong>\u5982\u4f55\u8d21\u732e\u4ee3\u7801\uff1f<\/strong><br \/>\n\u8bbf\u95ee\u00a0<code>https:\/\/github.com\/ZHangZHengEric\/Sage<\/code>\uff0c\u63d0\u4ea4 Issue \u6216 Pull Request\uff0c\u53c2\u8003\u00a0<code>docs\/CONTRIBUTING.md<\/code>\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Sage \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u591a\u4ee3\u7406\u7cfb\u7edf\u6846\u67b6\uff0c\u4e13\u6ce8\u4e8e\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u53ef\u7ba1\u7406\u7684\u5b50\u4efb\u52a1\uff0c\u901a\u8fc7\u591a\u4e2a\u667a\u80fd\u4ee3\u7406\u534f\u4f5c\u5b8c\u6210\u3002\u5b83\u57fa\u4e8e Python\uff0c\u652f\u6301 DeepSeek-V3\u3001GPT-4\u3001Claude-3.5 \u7b49\u591a\u79cd\u8bed\u8a00\u6a21\u578b\uff0c\u9002\u5408\u4f01\u4e1a\u7ea7\u5e94\u7528\u3002Sage \u63d0\u4f9b\u6df1\u601d\u6a21&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,476],"tags":[230,201],"class_list":["post-34108","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-agent-development","tag-aikaiyuanxiangmu","tag-aizhinengti"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/34108","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=34108"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/34108\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=34108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=34108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=34108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}