{"id":15842,"date":"2024-12-18T12:25:15","date_gmt":"2024-12-18T04:25:15","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15842"},"modified":"2025-07-14T07:16:29","modified_gmt":"2025-07-13T23:16:29","slug":"ragflow","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/ragflow\/","title":{"rendered":"RAGFlow\uff1a\u57fa\u4e8e\u6df1\u5ea6\u6587\u6863\u7406\u89e3\u7684\u5f00\u6e90RAG\u5f15\u64ce\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5de5\u4f5c\u6d41"},"content":{"rendered":"<p>RAGFlow \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u5f15\u64ce\uff0c\u57fa\u4e8e\u6df1\u5ea6\u6587\u6863\u7406\u89e3\u6280\u672f\u3002\u5b83\u4e3a\u5404\u79cd\u89c4\u6a21\u7684\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u6548\u7684 <a href=\"https:\/\/www.kdjingpai.com\/ja\/rag\/\">RAG<\/a> \u5de5\u4f5c\u6d41\uff0c\u7ed3\u5408\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u80fd\u591f\u63d0\u4f9b\u57fa\u4e8e\u590d\u6742\u683c\u5f0f\u6570\u636e\u7684\u771f\u5b9e\u95ee\u7b54\u80fd\u529b\u3002RAGFlow \u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\uff0c\u5305\u62ec\u6587\u6863\u3001\u5e7b\u706f\u7247\u3001\u7535\u5b50\u8868\u683c\u3001\u6587\u672c\u3001\u56fe\u50cf\u548c\u7ed3\u6784\u5316\u6570\u636e\uff0c\u786e\u4fdd\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\u5176\u4e3b\u8981\u7279\u70b9\u5305\u62ec\u6a21\u677f\u5316\u5206\u5757\u3001\u51cf\u5c11\u5e7b\u89c9\u7684\u5f15\u7528\u3001\u517c\u5bb9\u5f02\u6784\u6570\u636e\u6e90\u7b49\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-15843\" title=\"RAGFlow\uff1a\u57fa\u4e8e\u6df1\u5ea6\u6587\u6863\u7406\u89e3\u7684\u5f00\u6e90RAG\u5f15\u64ce\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5de5\u4f5c\u6d41-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f.jpg\" alt=\"RAGFlow\uff1a\u57fa\u4e8e\u6df1\u5ea6\u6587\u6863\u7406\u89e3\u7684\u5f00\u6e90RAG\u5f15\u64ce\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5de5\u4f5c\u6d41-1\" width=\"1468\" height=\"1088\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f.jpg 1468w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f-300x222.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f-1024x759.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f-768x569.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/949f2fcc20b256f-16x12.jpg 16w\" sizes=\"auto, (max-width: 1468px) 100vw, 1468px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15844\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/c2b93ca6fb65361.gif\" alt=\"\" width=\"2169\" height=\"1205\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15845\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/2a898761029ef37.jpg\" alt=\"\" width=\"7680\" height=\"4320\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6df1\u5ea6\u6587\u6863\u7406\u89e3<\/strong>\uff1a\u57fa\u4e8e\u590d\u6742\u683c\u5f0f\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\u8fdb\u884c\u77e5\u8bc6\u63d0\u53d6\u3002<\/li>\n<li><strong>\u6a21\u677f\u5316\u5206\u5757<\/strong>\uff1a\u63d0\u4f9b\u591a\u79cd\u6a21\u677f\u9009\u9879\uff0c\u667a\u80fd\u4e14\u53ef\u89e3\u91ca\u3002<\/li>\n<li><strong>\u5f15\u7528\u53ef\u89c6\u5316<\/strong>\uff1a\u652f\u6301\u6587\u672c\u5206\u5757\u53ef\u89c6\u5316\uff0c\u4fbf\u4e8e\u4eba\u5de5\u5e72\u9884\uff0c\u5feb\u901f\u67e5\u770b\u5173\u952e\u5f15\u7528\u3002<\/li>\n<li><strong>\u517c\u5bb9\u591a\u79cd\u6570\u636e\u6e90<\/strong>\uff1a\u652f\u6301Word\u3001\u5e7b\u706f\u7247\u3001Excel\u3001\u6587\u672c\u3001\u56fe\u50cf\u3001\u626b\u63cf\u4ef6\u3001\u7ed3\u6784\u5316\u6570\u636e\u3001\u7f51\u9875\u7b49\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316RAG\u5de5\u4f5c\u6d41<\/strong>\uff1a\u4e3a\u4e2a\u4eba\u548c\u5927\u578b\u4f01\u4e1a\u63d0\u4f9b\u6d41\u7545\u7684RAG\u7f16\u6392\uff0c\u652f\u6301\u591a\u79cd\u53ec\u56de\u548c\u91cd\u6392\u5e8f\u3002<\/li>\n<li><strong>\u76f4\u89c2\u7684API<\/strong>\uff1a\u4fbf\u4e8e\u4e0e\u4e1a\u52a1\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\u3002<\/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\uff1a\u81f3\u5c114\u6838<\/li>\n<li>\u5185\u5b58\uff1a\u81f3\u5c1116GB<\/li>\n<li>\u786c\u76d8\uff1a\u81f3\u5c1150GB<\/li>\n<li>Docker\uff1a\u7248\u672c24.0.0\u53ca\u4ee5\u4e0a<\/li>\n<li>Docker Compose\uff1a\u7248\u672cv2.26.1\u53ca\u4ee5\u4e0a<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5Docker<\/strong>\uff1a\n<ul>\n<li>Windows\u3001Mac\u6216Linux\u7528\u6237\u53ef\u4ee5\u53c2\u8003Docker\u5b89\u88c5\u6307\u5357\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686RAGFlow\u4ed3\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/infiniflow\/ragflow.git\r\ncd ragflow\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u6784\u5efaDocker\u955c\u50cf<\/strong>\uff1a\n<ul>\n<li>\u4e0d\u5305\u542b\u5d4c\u5165\u6a21\u578b\u7684\u955c\u50cf\uff1a<\/li>\n<\/ul>\n<pre><code> docker build -t ragflow .\r\n<\/code><\/pre>\n<ul>\n<li>\u5305\u542b\u5d4c\u5165\u6a21\u578b\u7684\u955c\u50cf\uff1a<\/li>\n<\/ul>\n<pre><code> docker build -f Dockerfile.deps -t ragflow .\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   docker-compose up\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u914d\u7f6e<\/strong>\uff1a\n<ul>\n<li>\u5728<code>conf<\/code>\u76ee\u5f55\u4e0b\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\uff0c\u8bbe\u7f6e\u6570\u636e\u6e90\u8def\u5f84\u3001\u6a21\u578b\u53c2\u6570\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u4e0a\u8ff0\u547d\u4ee4\u542f\u52a8\u670d\u52a1\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7API\u8fdb\u884c\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/strong>\uff1a\n<ul>\n<li><strong>\u6587\u6863\u4e0a\u4f20<\/strong>\uff1a\u5c06\u9700\u8981\u5904\u7406\u7684\u6587\u6863\u4e0a\u4f20\u81f3\u6307\u5b9a\u76ee\u5f55\u3002<\/li>\n<li><strong>\u6570\u636e\u5904\u7406<\/strong>\uff1a\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5bf9\u6587\u6863\u8fdb\u884c\u5206\u5757\u3001\u89e3\u6790\u548c\u77e5\u8bc6\u63d0\u53d6\u3002<\/li>\n<li><strong>\u95ee\u7b54\u7cfb\u7edf<\/strong>\uff1a\u901a\u8fc7API\u53d1\u9001\u95ee\u9898\uff0c\u7cfb\u7edf\u4f1a\u57fa\u4e8e\u6587\u6863\u5185\u5bb9\u751f\u6210\u7b54\u6848\uff0c\u5e76\u63d0\u4f9b\u5f15\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u793a\u4f8b\u64cd\u4f5c<\/strong>\uff1a\n<ul>\n<li>\u4e0a\u4f20\u4e00\u4e2aWord\u6587\u6863\uff1a <code>bash<br \/>\ncurl -F \"file=@\/path\/to\/document.docx\" http:\/\/localhost:8000\/upload<br \/>\n<\/code><\/li>\n<li>\u63d0\u95ee\uff1a <code>bash<br \/>\ncurl -X POST -H \"Content-Type: application\/json\" -d '{\"question\": \"\u6587\u6863\u7684\u4e3b\u8981\u5185\u5bb9\u662f\u4ec0\u4e48\uff1f\"}' http:\/\/localhost:8000\/ask<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>RAGFlow \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u5f15\u64ce\uff0c\u57fa\u4e8e\u6df1\u5ea6\u6587\u6863\u7406\u89e3\u6280\u672f\u3002\u5b83\u4e3a\u5404\u79cd\u89c4\u6a21\u7684\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u6548\u7684 RAG \u5de5\u4f5c\u6d41\uff0c\u7ed3\u5408\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u80fd\u591f\u63d0\u4f9b\u57fa\u4e8e\u590d\u6742\u683c\u5f0f\u6570\u636e\u7684\u771f\u5b9e\u95ee\u7b54\u80fd\u529b\u3002RAGFlow \u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\uff0c\u5305\u62ec\u6587\u6863&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61448,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,459,488,455],"tags":[230,368,243],"class_list":["post-15842","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-rag-project","category-workflow","category-knowledge-base","tag-aikaiyuanxiangmu","tag-workflow","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/15842","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=15842"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/15842\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61448"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=15842"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=15842"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=15842"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}