{"id":14896,"date":"2024-12-07T21:21:58","date_gmt":"2024-12-07T13:21:58","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14896"},"modified":"2024-12-07T21:21:58","modified_gmt":"2024-12-07T13:21:58","slug":"bisheng","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/bisheng\/","title":{"rendered":"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0"},"content":{"rendered":"<p>BISHENG\u662f\u4e00\u4e2a\u5f00\u6e90\u7684LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09DevOps\u5e73\u53f0\uff0c\u4e13\u4e3a\u4e0b\u4e00\u4ee3\u4f01\u4e1aAI\u5e94\u7528\u800c\u8bbe\u8ba1\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e86\u5f3a\u5927\u4e14\u5168\u9762\u7684\u529f\u80fd\uff0c\u5305\u62ec\u751f\u6210\u5f0fAI\u5de5\u4f5c\u6d41\u3001RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u3001\u667a\u80fd\u4ee3\u7406\u3001\u7edf\u4e00\u6a21\u578b\u7ba1\u7406\u3001\u8bc4\u4f30\u3001SFT\uff08\u5fae\u8c03\uff09\u3001\u6570\u636e\u96c6\u7ba1\u7406\u3001\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u7ba1\u7406\u548c\u53ef\u89c2\u6d4b\u6027\u7b49\u3002BISHENG\u65e8\u5728\u652f\u6301\u590d\u6742\u7684\u4f01\u4e1a\u5e94\u7528\u573a\u666f\uff0c\u5df2\u88ab\u4f17\u591a\u884c\u4e1a\u9886\u5148\u7ec4\u7ec7\u548c\u8d22\u5bcc500\u5f3a\u516c\u53f8\u91c7\u7528\u3002\u5e73\u53f0\u7684\u9ad8\u7cbe\u5ea6\u6587\u6863\u89e3\u6790\u6a21\u578b\u7ecf\u8fc7\u4e94\u5e74\u9ad8\u8d28\u91cf\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u80fd\u591f\u8bc6\u522b\u6253\u5370\u6587\u672c\u3001\u624b\u5199\u6587\u672c\u3001\u7a00\u6709\u5b57\u7b26\u3001\u8868\u683c\u548c\u5e03\u5c40\u5206\u6790\u7b49\u3002\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u79c1\u6709\u5316\u90e8\u7f72BISHENG\uff0c\u4eab\u53d7\u5176\u5f3a\u5927\u7684\u529f\u80fd\u548c\u793e\u533a\u652f\u6301\u3002<\/p>\n<blockquote><p>\u5f88\u65e9\u524d\u770b\u5230\u8fd9\u4e2a\u9879\u76ee\uff0c\u6700\u8fd1\u770b\u5230\u8fed\u4ee3\u7684\u52c9\u5f3a\u6210\u719f\uff0c\u7279\u6b64\u53d1\u5e03\uff0c\u90a3\u4e48\u95ee\u9898\u6765\u4e86\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u9009\u62e9\u66f4\u597d\u7684Dify\u6216FAST\u5462\uff1f<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14897\" title=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529.png\" alt=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" width=\"1920\" height=\"911\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529-300x142.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529-1024x486.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529-768x364.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529-1536x729.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/115cc5785df6529-18x9.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14898\" title=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042.jpg\" alt=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" width=\"1920\" height=\"911\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042.jpg 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042-300x142.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042-1024x486.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042-768x364.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042-1536x729.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/5ebc2ddb15ee042-18x9.jpg 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14899\" title=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b.png\" alt=\"BISHENG\uff08\u6587\u64ce\u6bd5\u6607\uff09\uff1a\u6784\u5efa\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u7684\u5f00\u6e90LLM DevOps\u5e73\u53f0-1\" width=\"1920\" height=\"911\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b-300x142.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b-1024x486.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b-768x364.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b-1536x729.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/ce828ef262b5c2b-18x9.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u751f\u6210\u5f0fAI\u5de5\u4f5c\u6d41<\/li>\n<li>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09<\/li>\n<li>\u667a\u80fd\u4ee3\u7406<\/li>\n<li>\u7edf\u4e00\u6a21\u578b\u7ba1\u7406<\/li>\n<li>\u6a21\u578b\u8bc4\u4f30<\/li>\n<li>\u5fae\u8c03\uff08SFT\uff09<\/li>\n<li>\u6570\u636e\u96c6\u7ba1\u7406<\/li>\n<li>\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u7ba1\u7406<\/li>\n<li>\u53ef\u89c2\u6d4b\u6027<\/li>\n<li>\u9ad8\u7cbe\u5ea6\u6587\u6863\u89e3\u6790<\/li>\n<li>\u591a\u4ee3\u7406\u534f\u4f5c<\/li>\n<li>\u56fa\u5b9a\u5e03\u5c40\u62a5\u544a\u751f\u6210<\/li>\n<li>\u653f\u7b56\u66f4\u65b0\u6bd4\u8f83<\/li>\n<li>\u5ba2\u6237\u670d\u52a1\u8f85\u52a9<\/li>\n<li>\u4f1a\u8bae\u8bb0\u5f55\u751f\u6210<\/li>\n<li>\u7b80\u5386\u7b5b\u9009<\/li>\n<li>\u901a\u8bdd\u8bb0\u5f55\u5206\u6790<\/li>\n<li>\u975e\u7ed3\u6784\u5316\u6570\u636e\u6cbb\u7406<\/li>\n<li>\u77e5\u8bc6\u6316\u6398<\/li>\n<li>\u6570\u636e\u5206\u6790<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u7cfb\u7edf\u8981\u6c42<\/strong>\uff1a\n<ul>\n<li>CPU\uff1a8\u6838\u4ee5\u4e0a<\/li>\n<li>\u5185\u5b58\uff1a32GB\u4ee5\u4e0a<\/li>\n<li>Docker\uff1a19.03.9+\u7248\u672c<\/li>\n<li>Docker Compose\uff1a1.25.1+\u7248\u672c<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u6b65\u9aa4<\/strong>\uff1a\n<ul>\n<li>\u514b\u9686BISHENG\u4ee3\u7801\u5e93\uff1a <code>bash<br \/>\ngit clone https:\/\/github.com\/dataelement\/bisheng.git<br \/>\ncd bisheng\/docker<br \/>\n<\/code><\/li>\n<li>\u5982\u679c\u7cfb\u7edf\u6ca1\u6709git\u547d\u4ee4\uff0c\u53ef\u4ee5\u4e0b\u8f7dBISHENG\u4ee3\u7801\u7684zip\u6587\u4ef6\uff1a <code>bash<br \/>\nwget https:\/\/github.com\/dataelement\/bisheng\/archive\/refs\/heads\/main.zip<br \/>\nunzip main.zip &amp;&amp; cd bisheng-main\/docker<br \/>\n<\/code><\/li>\n<li>\u542f\u52a8BISHENG\uff1a <code>bash<br \/>\ndocker-compose up -d<br \/>\n<\/code><\/li>\n<li>\u542f\u52a8\u5b8c\u6210\u540e\uff0c\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<code>http:\/\/IP:3001<\/code>\uff0c\u8fdb\u5165\u767b\u5f55\u9875\u9762\u5e76\u8fdb\u884c\u7528\u6237\u6ce8\u518c\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u7b2c\u4e00\u4e2a\u6ce8\u518c\u7684\u7528\u6237\u5c06\u6210\u4e3a\u7cfb\u7edf\u7ba1\u7406\u5458\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u751f\u6210\u5f0fAI\u5de5\u4f5c\u6d41<\/strong>\uff1a\n<ul>\n<li>\u8fdb\u5165\u5e73\u53f0\u540e\uff0c\u9009\u62e9\u201c\u751f\u6210\u5f0fAI\u5de5\u4f5c\u6d41\u201d\u6a21\u5757\u3002<\/li>\n<li>\u6839\u636e\u9700\u6c42\u914d\u7f6e\u5de5\u4f5c\u6d41\uff0c\u5305\u62ec\u6570\u636e\u8f93\u5165\u3001\u6a21\u578b\u9009\u62e9\u3001\u8f93\u51fa\u683c\u5f0f\u7b49\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u5f00\u59cb\u201d\u6309\u94ae\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u6267\u884c\u5de5\u4f5c\u6d41\u5e76\u751f\u6210\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09<\/strong>\uff1a\n<ul>\n<li>\u5728\u4e3b\u754c\u9762\u9009\u62e9\u201cRAG\u201d\u6a21\u5757\u3002<\/li>\n<li>\u8f93\u5165\u68c0\u7d22\u5173\u952e\u8bcd\u6216\u95ee\u9898\uff0c\u7cfb\u7edf\u5c06\u4ece\u6570\u636e\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u4fe1\u606f\u5e76\u751f\u6210\u7b54\u6848\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8c03\u6574\u68c0\u7d22\u53c2\u6570\u548c\u751f\u6210\u8bbe\u7f6e\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u667a\u80fd\u4ee3\u7406<\/strong>\uff1a\n<ul>\n<li>\u9009\u62e9\u201c\u667a\u80fd\u4ee3\u7406\u201d\u6a21\u5757\uff0c\u914d\u7f6e\u4ee3\u7406\u4efb\u52a1\u548c\u53c2\u6570\u3002<\/li>\n<li>\u7cfb\u7edf\u652f\u6301\u591a\u4ee3\u7406\u534f\u4f5c\uff0c\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e\u591a\u4e2a\u4ee3\u7406\u540c\u65f6\u5de5\u4f5c\uff0c\u63d0\u9ad8\u6548\u7387\u3002<\/li>\n<li>\u4ee3\u7406\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u7cfb\u7edf\u5c06\u751f\u6210\u8be6\u7ec6\u7684\u62a5\u544a\u548c\u5206\u6790\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7edf\u4e00\u6a21\u578b\u7ba1\u7406<\/strong>\uff1a\n<ul>\n<li>\u8fdb\u5165\u201c\u6a21\u578b\u7ba1\u7406\u201d\u6a21\u5757\uff0c\u67e5\u770b\u548c\u7ba1\u7406\u6240\u6709\u5df2\u90e8\u7f72\u7684\u6a21\u578b\u3002<\/li>\n<li>\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u65b0\u6a21\u578b\u3001\u66f4\u65b0\u73b0\u6709\u6a21\u578b\u6216\u5220\u9664\u4e0d\u9700\u8981\u7684\u6a21\u578b\u3002<\/li>\n<li>\u7cfb\u7edf\u63d0\u4f9b\u6a21\u578b\u8bc4\u4f30\u548c\u5fae\u8c03\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u6a21\u578b\u6027\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6\u6587\u6863\u89e3\u6790<\/strong>\uff1a\n<ul>\n<li>\u9009\u62e9\u201c\u6587\u6863\u89e3\u6790\u201d\u6a21\u5757\uff0c\u4e0a\u4f20\u9700\u8981\u89e3\u6790\u7684\u6587\u6863\u3002<\/li>\n<li>\u7cfb\u7edf\u652f\u6301\u591a\u79cd\u6587\u6863\u683c\u5f0f\uff0c\u5305\u62ecPDF\u3001Word\u3001\u56fe\u7247\u7b49\u3002<\/li>\n<li>\u89e3\u6790\u5b8c\u6210\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u67e5\u770b\u89e3\u6790\u7ed3\u679c\u5e76\u5bfc\u51fa\u4e3a\u6240\u9700\u683c\u5f0f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u5e38\u89c1\u95ee\u9898<\/h3>\n<ul>\n<li><strong>\u5982\u4f55\u66f4\u65b0BISHENG\uff1f<\/strong>\n<ul>\n<li>\u8fdb\u5165BISHENG\u5b89\u88c5\u76ee\u5f55\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/li>\n<\/ul>\n<pre><code>git pull\r\ndocker-compose down\r\ndocker-compose up 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