{"id":34862,"date":"2025-08-03T18:46:24","date_gmt":"2025-08-03T10:46:24","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34862"},"modified":"2025-08-03T18:49:55","modified_gmt":"2025-08-03T10:49:55","slug":"maestro-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/maestro-2\/","title":{"rendered":"MAESTRO\uff1a\u62e5\u6709\u672c\u5730\u77e5\u8bc6\u5e93\u548c\u591a\u4ee3\u7406\u534f\u4f5c\u7684\u6df1\u5ea6\u7814\u7a76\u52a9\u624b"},"content":{"rendered":"<p>MAESTRO \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u7814\u7a76\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u5904\u7406\u590d\u6742\u7684\u79d1\u7814\u4efb\u52a1\u3002\u5b83\u901a\u8fc7\u6587\u6863\u7ba1\u7406\u3001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u548c\u591a\u4ee3\u7406\u534f\u4f5c\uff0c\u63d0\u4f9b\u4ece\u7814\u7a76\u89c4\u5212\u5230\u62a5\u544a\u751f\u6210\u7684\u5b8c\u6574\u6d41\u7a0b\u3002\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20 PDF \u6587\u6863\uff0c\u501f\u52a9 AI \u4ee3\u7406\u5b8c\u6210\u4fe1\u606f\u68c0\u7d22\u3001\u5206\u6790\u548c\u62a5\u544a\u64b0\u5199\u3002MAESTRO \u652f\u6301\u81ea\u6258\u7ba1\uff0c\u9002\u5408\u9700\u8981\u9ad8\u6548\u6574\u7406\u548c\u5206\u6790\u5927\u91cf\u4fe1\u606f\u7684\u7528\u6237\uff0c\u4f8b\u5982\u5b66\u8005\u3001\u5206\u6790\u5e08\u548c\u5f00\u53d1\u8005\u3002\u9879\u76ee\u57fa\u4e8e Python \u548c Docker \u6784\u5efa\uff0c\u754c\u9762\u53cb\u597d\uff0c\u64cd\u4f5c\u7075\u6d3b\uff0c\u9002\u5408\u4e2a\u4eba\u6216\u56e2\u961f\u534f\u4f5c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/48cb1043b4a69a5.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6587\u6863\u7ba1\u7406\uff1a\u4e0a\u4f20\u548c\u7ba1\u7406 PDF \u6587\u4ef6\uff0c\u6784\u5efa\u53ef\u67e5\u8be2\u7684\u77e5\u8bc6\u5e93\u3002<\/li>\n<li>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\uff1a\u7ed3\u5408\u6587\u6863\u68c0\u7d22\u548c\u751f\u6210\u6280\u672f\uff0c\u63d0\u4f9b\u7cbe\u51c6\u7684\u54cd\u5e94\u3002<\/li>\n<li>\u591a\u4ee3\u7406\u534f\u4f5c\uff1a\u5305\u542b\u89c4\u5212\u3001\u7814\u7a76\u3001\u53cd\u601d\u548c\u5199\u4f5c\u4ee3\u7406\uff0c\u81ea\u52a8\u5206\u89e3\u4efb\u52a1\u5e76\u751f\u6210\u62a5\u544a\u3002<\/li>\n<li>\u81ea\u6258\u7ba1\u90e8\u7f72\uff1a\u901a\u8fc7 Docker \u5bb9\u5668\u5316\u8fd0\u884c\uff0c\u4fdd\u62a4\u6570\u636e\u9690\u79c1\u3002<\/li>\n<li>\u7f51\u9875\u754c\u9762\uff1a\u57fa\u4e8e Streamlit \u7684\u76f4\u89c2\u754c\u9762\uff0c\u65b9\u4fbf\u64cd\u4f5c\u548c\u67e5\u770b\u7ed3\u679c\u3002<\/li>\n<li>\u62a5\u544a\u751f\u6210\uff1a\u81ea\u52a8\u751f\u6210\u7ed3\u6784\u5316\u7814\u7a76\u62a5\u544a\uff0c\u652f\u6301\u8fed\u4ee3\u4f18\u5316\u3002<\/li>\n<li>\u81ea\u5b9a\u4e49\u914d\u7f6e\uff1a\u652f\u6301\u7528\u6237\u8bbe\u7f6e API \u5bc6\u94a5\u548c\u7f51\u7edc\u53c2\u6570\uff0c\u7075\u6d3b\u9002\u914d\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>MAESTRO \u662f\u4e00\u4e2a\u81ea\u6258\u7ba1\u7684\u5de5\u5177\uff0c\u63a8\u8350\u4f7f\u7528 Docker \u8fdb\u884c\u90e8\u7f72\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u591f\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u786e\u4fdd\u7cfb\u7edf\u5df2\u5b89\u88c5\u4ee5\u4e0b\u8f6f\u4ef6\uff1a\n<ul>\n<li><code>Docker<\/code>\u00a0\u548c\u00a0<code>Docker Compose<\/code>\uff1a\u7528\u4e8e\u5bb9\u5668\u5316\u8fd0\u884c\u3002<\/li>\n<li><code>Git<\/code>\uff1a\u7528\u4e8e\u514b\u9686\u4ee3\u7801\u4ed3\u5e93\u3002<\/li>\n<li>NVIDIA GPU\uff08\u53ef\u9009\uff09\uff1a\u63d0\u9ad8\u5d4c\u5165\u548c\u6392\u5e8f\u6a21\u578b\u7684\u6027\u80fd\u3002<\/li>\n<li>\u78c1\u76d8\u7a7a\u95f4\uff1a\u7ea6 5GB \u7528\u4e8e\u5b58\u50a8 AI \u6a21\u578b\uff08\u9996\u6b21\u8fd0\u884c\u81ea\u52a8\u4e0b\u8f7d\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u68c0\u67e5\u7cfb\u7edf\u662f\u5426\u652f\u6301 Python 3.x\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4e0b\u8f7d MAESTRO \u7684\u6e90\u4ee3\u7801\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/murtaza-nasir\/maestro.git\r\ncd maestro\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong>\n<ul>\n<li>\u8fd0\u884c\u63d0\u4f9b\u7684\u914d\u7f6e\u811a\u672c\uff0c\u751f\u6210\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff1a\n<pre><code>.\/setup-env.sh\r\n<\/code><\/pre>\n<\/li>\n<li>\u811a\u672c\u4f1a\u5f15\u5bfc\u7528\u6237\u8bbe\u7f6e\u7f51\u7edc\u53c2\u6570\u548c API \u5bc6\u94a5\u3002\u7528\u6237\u9700\u8981\u63d0\u4f9b\u5fc5\u8981\u7684 API \u5bc6\u94a5\uff08\u4f8b\u5982\u8bed\u8a00\u6a21\u578b\u6216\u5916\u90e8\u670d\u52a1\u7684\u5bc6\u94a5\uff09\u3002<\/li>\n<li>\u4e5f\u53ef\u4ee5\u624b\u52a8\u590d\u5236\u00a0<code>.env.example<\/code>\u00a0\u6587\u4ef6\u5e76\u7f16\u8f91\uff1a\n<pre><code>cp .env.example .env\r\n<\/code><\/pre>\n<p>\u7f16\u8f91\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u586b\u5165 API \u5bc6\u94a5\u548c\u5176\u4ed6\u914d\u7f6e\uff0c\u4f8b\u5982\uff1a<\/p>\n<pre><code>API_KEY=your_api_key_here\r\nPORT=3030\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6784\u5efa\u5e76\u8fd0\u884c<\/strong>\n<ul>\n<li>\u4f7f\u7528 Docker Compose \u6784\u5efa\u548c\u542f\u52a8\u670d\u52a1\uff1a\n<pre><code>docker compose up --build -d\r\n<\/code><\/pre>\n<\/li>\n<li>\u6b64\u547d\u4ee4\u4f1a\u5728\u540e\u53f0\u542f\u52a8 MAESTRO \u7684\u5bb9\u5668\u3002\u9996\u6b21\u8fd0\u884c\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u6240\u9700\u7684 AI \u6a21\u578b\u3002<\/li>\n<li>\u7b49\u5f85\u5bb9\u5668\u542f\u52a8\u5b8c\u6210\uff0c\u901a\u5e38\u9700\u8981\u51e0\u5206\u949f\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bbf\u95ee MAESTRO<\/strong>\n<ul>\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee\u914d\u7f6e\u7684\u5730\u5740\uff08\u9ed8\u8ba4\u662f\u00a0<code>http:\/\/localhost:3030<\/code>\uff09\u3002<\/li>\n<li>\u4f7f\u7528\u9ed8\u8ba4\u767b\u5f55\u51ed\u636e\uff1a\u7528\u6237\u540d\u00a0<code>admin<\/code>\uff0c\u5bc6\u7801\u00a0<code>adminpass123<\/code>\u3002<\/li>\n<li>\u767b\u5f55\u540e\u7acb\u5373\u66f4\u6539\u9ed8\u8ba4\u5bc6\u7801\uff0c\u4ee5\u786e\u4fdd\u5b89\u5168\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u4e3b\u8981\u529f\u80fd<\/h3>\n<p>MAESTRO \u7684\u6838\u5fc3\u529f\u80fd\u56f4\u7ed5\u6587\u6863\u7ba1\u7406\u3001\u7814\u7a76\u4efb\u52a1\u548c\u62a5\u544a\u751f\u6210\u5c55\u5f00\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6307\u5357\u3002<\/p>\n<h4>\u6587\u6863\u7ba1\u7406<\/h4>\n<ul>\n<li><strong>\u4e0a\u4f20\u6587\u6863<\/strong>\uff1a\u767b\u5f55\u540e\uff0c\u8fdb\u5165\u201c\u6587\u6863\u5e93\u201d\u9875\u9762\u3002\u70b9\u51fb\u201c\u4e0a\u4f20\u201d\u6309\u94ae\uff0c\u9009\u62e9 PDF \u6587\u4ef6\uff0c\u6216\u76f4\u63a5\u62d6\u653e\u6587\u4ef6\u5230\u6307\u5b9a\u533a\u57df\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5c06 PDF \u8f6c\u6362\u4e3a\u53ef\u67e5\u8be2\u7684\u77e5\u8bc6\u5e93\u3002<\/li>\n<li><strong>\u7ba1\u7406\u6587\u6863<\/strong>\uff1a\u5728\u6587\u6863\u5e93\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u67e5\u770b\u5df2\u4e0a\u4f20\u7684\u6587\u4ef6\u5217\u8868\uff0c\u652f\u6301\u5220\u9664\u6216\u91cd\u65b0\u6574\u7406\u6587\u4ef6\u3002\u6bcf\u4e2a\u6587\u4ef6\u4f1a\u663e\u793a\u4e0a\u4f20\u65f6\u95f4\u548c\u5927\u5c0f\uff0c\u65b9\u4fbf\u7ba1\u7406\u3002<\/li>\n<li><strong>\u641c\u7d22\u6587\u6863<\/strong>\uff1a\u901a\u8fc7\u641c\u7d22\u680f\u8f93\u5165\u5173\u952e\u8bcd\uff0c\u7cfb\u7edf\u4f1a\u57fa\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/rag\/\">RAG<\/a> \u6280\u672f\u8fd4\u56de\u4e0e\u5173\u952e\u8bcd\u76f8\u5173\u7684\u6587\u6863\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<h4>\u7814\u7a76\u4efb\u52a1<\/h4>\n<ul>\n<li><strong>\u521b\u5efa\u4efb\u52a1<\/strong>\uff1a\u5728\u201c\u4efb\u52a1\u201d\u9875\u9762\uff0c\u70b9\u51fb\u201c\u65b0\u5efa\u4efb\u52a1\u201d\u3002\u8f93\u5165\u7814\u7a76\u76ee\u6807\uff0c\u4f8b\u5982\u201c\u5206\u6790\u6c14\u5019\u53d8\u5316\u5bf9\u519c\u4e1a\u7684\u5f71\u54cd\u201d\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8c03\u7528\u89c4\u5212\u4ee3\u7406\u5206\u89e3\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6267\u884c\u4efb\u52a1<\/strong>\uff1a\u89c4\u5212\u4ee3\u7406\u4f1a\u751f\u6210\u5b50\u4efb\u52a1\uff0c\u5206\u914d\u7ed9\u7814\u7a76\u4ee3\u7406\u548c\u53cd\u601d\u4ee3\u7406\u3002\u7528\u6237\u53ef\u4ee5\u5728\u4efb\u52a1\u9875\u9762\u5b9e\u65f6\u67e5\u770b\u8fdb\u5ea6\uff0c\u4ee3\u7406\u4f1a\u4ece\u6587\u6863\u548c\u7f51\u7edc\u4e2d\u6536\u96c6\u4fe1\u606f\u3002<\/li>\n<li><strong>\u53cd\u601d\u4e0e\u4f18\u5316<\/strong>\uff1a\u53cd\u601d\u4ee3\u7406\u4f1a\u68c0\u67e5\u7814\u7a76\u7ed3\u679c\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\u3002\u5982\u679c\u53d1\u73b0\u4e0d\u8db3\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8c03\u6574\u4efb\u52a1\u8ba1\u5212\uff0c\u91cd\u65b0\u6536\u96c6\u6570\u636e\u3002<\/li>\n<\/ul>\n<h4>\u62a5\u544a\u751f\u6210<\/h4>\n<ul>\n<li><strong>\u751f\u6210\u62a5\u544a<\/strong>\uff1a\u7814\u7a76\u5b8c\u6210\u540e\uff0c\u5199\u4f5c\u4ee3\u7406\u4f1a\u6839\u636e\u6536\u96c6\u7684\u6570\u636e\u751f\u6210\u62a5\u544a\u8349\u7a3f\u3002\u7528\u6237\u53ef\u4ee5\u5728\u201c\u62a5\u544a\u201d\u9875\u9762\u9884\u89c8\u5185\u5bb9\u3002<\/li>\n<li><strong>\u7f16\u8f91\u4e0e\u4f18\u5316<\/strong>\uff1a\u70b9\u51fb\u201c\u7f16\u8f91\u201d\u6309\u94ae\uff0c\u8fdb\u5165\u5199\u4f5c\u754c\u9762\u3002\u7528\u6237\u53ef\u4ee5\u624b\u52a8\u4fee\u6539\u62a5\u544a\u5185\u5bb9\uff0c\u6216\u8ba9\u53cd\u601d\u4ee3\u7406\u8fdb\u4e00\u6b65\u4f18\u5316\uff0c\u786e\u4fdd\u62a5\u544a\u903b\u8f91\u6e05\u6670\u3001\u5185\u5bb9\u51c6\u786e\u3002<\/li>\n<li><strong>\u5bfc\u51fa\u62a5\u544a<\/strong>\uff1a\u652f\u6301\u5c06\u62a5\u544a\u5bfc\u51fa\u4e3a 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