{"id":5700,"date":"2024-09-03T21:25:06","date_gmt":"2024-09-03T13:25:06","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=5700"},"modified":"2025-07-14T01:05:16","modified_gmt":"2025-07-13T17:05:16","slug":"kotaemon","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/kotaemon\/","title":{"rendered":"Kotaemon\uff1a\u7b80\u5355\u90e8\u7f72\u7684\u5f00\u6e90\u591a\u6a21\u6001\u6587\u6863\u95ee\u7b54\u5de5\u5177"},"content":{"rendered":"<p>Kotaemon \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6587\u6863\u95ee\u7b54\u5de5\u5177\uff0c\u65e8\u5728\u4e3a\u7ec8\u7aef\u7528\u6237\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u57fa\u4e8e\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7684\u95ee\u7b54\u529f\u80fd\u3002\u8be5\u9879\u76ee\u7531 Cinnamon \u5f00\u53d1\uff0c\u652f\u6301\u591a\u79cd LLM API \u63d0\u4f9b\u5546\uff08\u5982 OpenAI\u3001AzureOpenAI\u3001Cohere \u7b49\uff09\u4ee5\u53ca\u672c\u5730 LLM\u3002Kotaemon \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u6d01\u4e14\u53ef\u5b9a\u5236\u7684\u7528\u6237\u754c\u9762\uff0c\u9002\u7528\u4e8e\u6587\u6863\u95ee\u7b54\u548c\u6784\u5efa <a href=\"https:\/\/www.kdjingpai.com\/de\/rag\/\">RAG<\/a> \u7ba1\u9053\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5701\" title=\"Kotaemon\uff1a\u7b80\u5355\u90e8\u7f72\u7684\u5f00\u6e90\u591a\u6a21\u6001\u6587\u6863\u95ee\u7b54\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b.jpg\" alt=\"Kotaemon\uff1a\u7b80\u5355\u90e8\u7f72\u7684\u5f00\u6e90\u591a\u6a21\u6001\u6587\u6863\u95ee\u7b54\u5de5\u5177-1\" width=\"872\" height=\"486\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b.jpg 3344w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b-300x167.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b-1024x571.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b-768x428.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b-1536x856.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7b4289a4692f54b-2048x1142.jpg 2048w\" sizes=\"auto, (max-width: 872px) 100vw, 872px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u7528\u6237\u767b\u5f55\uff0c\u7ec4\u7ec7\u6587\u4ef6\u5728\u79c1\u6709\/\u516c\u5171\u96c6\u5408\u4e2d<\/li>\n<li>\u652f\u6301\u672c\u5730 LLM \u548c\u6d41\u884c\u7684 API \u63d0\u4f9b\u5546<\/li>\n<li>\u63d0\u4f9b\u6df7\u5408 RAG \u7ba1\u9053\uff0c\u786e\u4fdd\u6700\u4f73\u68c0\u7d22\u8d28\u91cf<\/li>\n<li>\u652f\u6301\u591a\u6a21\u6001\u95ee\u7b54\uff0c\u5904\u7406\u5305\u542b\u56fe\u8868\u548c\u8868\u683c\u7684\u6587\u6863<\/li>\n<li>\u63d0\u4f9b\u6613\u4e8e\u5b89\u88c5\u7684\u811a\u672c\uff0c\u65e0\u9700\u73af\u5883\u8bbe\u7f6e<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<div class=\"el-h2\" data-heading=\"\u4e3b\u8981\u529f\u80fd\" data-tag-name=\"h2\">\n<h3 dir=\"auto\" data-heading=\"\u4e3b\u8981\u529f\u80fd\">\u529f\u80fd\u7279\u70b9<\/h3>\n<\/div>\n<div class=\"el-ul\" data-tag-name=\"ul\">\n<ul class=\"has-list-bullet\">\n<li dir=\"auto\" data-line=\"0\"><strong>\u6258\u7ba1\u81ea\u5df1\u7684\u6587\u6863\u95ee\u7b54\uff08RAG\uff09\u7f51\u9875\u7528\u6237\u754c\u9762<\/strong>\u3002\u652f\u6301\u591a\u7528\u6237\u767b\u5f55\uff0c\u6309\u79c1\u6709\/\u516c\u5171\u96c6\u5408\u7ec4\u7ec7\u6587\u4ef6\uff0c\u4e0e\u4ed6\u4eba\u534f\u4f5c\u548c\u5206\u4eab\u60a8\u559c\u6b22\u7684\u804a\u5929\u8bb0\u5f55\u3002<\/li>\n<li dir=\"auto\" data-line=\"2\"><strong>\u7ec4\u7ec7\u60a8\u7684LLM\u548c\u5d4c\u5165\u6a21\u578b<\/strong>\u3002\u652f\u6301\u672c\u5730LLM\u548c\u6d41\u884c\u7684API\u63d0\u4f9b\u5546\uff08OpenAI\u3001Azure\u3001Ollama\u3001Groq\uff09\u3002<\/li>\n<li dir=\"auto\" data-line=\"4\"><strong>\u6df7\u5408RAG\u7ba1\u9053<\/strong>\u3002\u63d0\u4f9b\u5408\u7406\u7684\u9ed8\u8ba4RAG\u7ba1\u9053\uff0c\u7ed3\u5408\u6df7\u5408\uff08\u5168\u6587\u548c\u5411\u91cf\uff09\u68c0\u7d22\u5668 + \u91cd\u65b0\u6392\u5e8f\uff0c\u4ee5\u786e\u4fdd\u6700\u4f73\u68c0\u7d22\u8d28\u91cf\u3002<\/li>\n<li dir=\"auto\" data-line=\"6\"><strong>\u591a\u6a21\u6001\u95ee\u7b54\u652f\u6301<\/strong>\u3002\u5bf9\u591a\u4e2a\u6587\u6863\u8fdb\u884c\u95ee\u7b54\uff0c\u652f\u6301\u56fe\u5f62\u548c\u8868\u683c\u3002\u652f\u6301\u591a\u6a21\u6001\u6587\u6863\u89e3\u6790\uff08\u5728\u7528\u6237\u754c\u9762\u4e0a\u53ef\u9009\u62e9\u7684\u9009\u9879\uff09\u3002<\/li>\n<li dir=\"auto\" data-line=\"8\"><strong>\u5e26\u6587\u6863\u9884\u89c8\u7684\u9ad8\u7ea7\u5f15\u7528<\/strong>\u3002\u7cfb\u7edf\u9ed8\u8ba4\u63d0\u4f9b\u8be6\u7ec6\u5f15\u7528\uff0c\u4ee5\u786e\u4fddLLM\u7b54\u6848\u7684\u6b63\u786e\u6027\u3002\u53ef\u4ee5\u76f4\u63a5\u5728<em>\u6d4f\u89c8\u5668PDF\u67e5\u770b\u5668<\/em>\u4e2d\u67e5\u770b\u5f15\u7528\uff08\u5305\u62ec\u76f8\u5173\u5206\u6570\uff09\u5e76\u9ad8\u4eae\u663e\u793a\u3002\u5f53\u68c0\u7d22\u7ba1\u9053\u8fd4\u56de\u4f4e\u76f8\u5173\u6027\u6587\u7ae0\u65f6\u4f1a\u53d1\u51fa\u8b66\u544a\u3002<\/li>\n<li dir=\"auto\" data-line=\"10\"><strong>\u652f\u6301\u590d\u6742\u63a8\u7406\u65b9\u6cd5<\/strong>\u3002\u4f7f\u7528\u95ee\u9898\u5206\u89e3\u6765\u56de\u7b54\u590d\u6742\u7684\/\u591a\u8df3\u95ee\u9898\u3002\u652f\u6301\u57fa\u4e8e\u4ee3\u7406\u7684\u63a8\u7406\uff0c\u4f7f\u7528ReAct\u3001ReWOO\u548c\u5176\u4ed6\u4ee3\u7406\u3002<\/li>\n<li dir=\"auto\" data-line=\"12\"><strong>\u53ef\u914d\u7f6e\u7684\u8bbe\u7f6e\u7528\u6237\u754c\u9762<\/strong>\u3002\u60a8\u53ef\u4ee5\u5728\u7528\u6237\u754c\u9762\u4e0a\u8c03\u6574\u68c0\u7d22\u548c\u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u5927\u591a\u6570\u91cd\u8981\u65b9\u9762\uff08\u5305\u62ec\u63d0\u793a\uff09\u3002<\/li>\n<li dir=\"auto\" data-line=\"14\"><strong>\u53ef\u6269\u5c55\u6027<\/strong>\u3002\u57fa\u4e8eGradio\u6784\u5efa\uff0c\u60a8\u53ef\u4ee5\u81ea\u7531\u81ea\u5b9a\u4e49\/\u6dfb\u52a0\u4efb\u4f55\u60a8\u559c\u6b22\u7684\u7528\u6237\u754c\u9762\u5143\u7d20\u3002\u6b64\u5916\uff0c\u6211\u4eec\u65e8\u5728\u652f\u6301\u591a\u79cd\u6587\u6863\u7d22\u5f15\u548c\u68c0\u7d22\u7b56\u7565\u3002<code>GraphRAG<\/code>\u7d22\u5f15\u7ba1\u9053\u4f5c\u4e3a\u793a\u4f8b\u63d0\u4f9b\u3002<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3><\/h3>\n<h3>\u666e\u901a\u7528\u6237\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<div class=\"el-h2\" data-heading=\"\u4e0b\u8f7d\" data-tag-name=\"h2\">\n<p dir=\"auto\" data-heading=\"\u4e0b\u8f7d\"><strong>\u4e0b\u8f7d\uff1a<\/strong><span style=\"font-size: 16px;\">\u4ece<\/span><a class=\"external-link\" style=\"font-size: 16px;\" href=\"https:\/\/github.com\/Cinnamon\/kotaemon\/releases\/latest\/\" target=\"_blank\" rel=\"noopener\" data-tooltip-position=\"top\" aria-label=\"https:\/\/github.com\/Cinnamon\/kotaemon\/releases\/latest\/\">\u6700\u65b0\u53d1\u5e03<\/a><span style=\"font-size: 16px;\">\u4e0b\u8f7d<\/span><code style=\"font-size: 16px;\">kotaemon-app.zip<\/code><span style=\"font-size: 16px;\">\u6587\u4ef6\u3002<\/span><\/p>\n<\/div>\n<div class=\"el-h2\" data-heading=\"\u5b89\u88c5\" data-tag-name=\"h2\">\n<p dir=\"auto\" data-heading=\"\u5b89\u88c5\"><strong>\u5b89\u88c5\uff1a<\/strong><\/p>\n<\/div>\n<div class=\"el-ol\" data-tag-name=\"ol\">\n<ol>\n<li dir=\"auto\" data-line=\"0\">\u89e3\u538b\u4e0b\u8f7d\u7684\u6587\u4ef6\u3002<\/li>\n<li dir=\"auto\" data-line=\"1\">\u8fdb\u5165<code>scripts<\/code>\u6587\u4ef6\u5939\uff0c\u5e76\u542f\u52a8\u4e0e\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u76f8\u5339\u914d\u7684\u5b89\u88c5\u7a0b\u5e8f\uff1a\n<ul class=\"has-list-bullet\">\n<li dir=\"auto\" data-line=\"2\">Windows:\u00a0<code>run_windows.bat<\/code>\u3002\u53ea\u9700\u53cc\u51fb\u8be5\u6587\u4ef6\u3002<\/li>\n<li dir=\"auto\" data-line=\"3\">macOS:\u00a0<code>run_macos.sh<\/code>\n<ol>\n<li dir=\"auto\" data-line=\"4\">\u53f3\u51fb\u60a8\u7684\u6587\u4ef6\uff0c\u9009\u62e9\u201c\u4f7f\u7528\u5176\u4ed6\u5e94\u7528\u6253\u5f00\u201d\u3002<\/li>\n<li dir=\"auto\" data-line=\"5\">\u542f\u7528\u201c\u6240\u6709\u5e94\u7528\u201d\uff0c\u5e76\u9009\u62e9\u201c\u7ec8\u7aef\u201d\u3002<\/li>\n<li dir=\"auto\" data-line=\"6\">\u6ce8\u610f\uff1a\u5982\u679c\u60a8\u5e0c\u671b\u59cb\u7ec8\u4f7f\u7528\u7ec8\u7aef\u6253\u5f00\u8be5\u6587\u4ef6\uff0c\u8bf7\u52fe\u9009\u201c\u59cb\u7ec8\u4f7f\u7528\u6b64\u5e94\u7528\u6253\u5f00\u201d\u3002<\/li>\n<li dir=\"auto\" data-line=\"7\">\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u53cc\u51fb\u60a8\u7684\u6587\u4ef6\uff0c\u5b83\u5e94\u8be5\u5c31\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002<\/li>\n<\/ol>\n<\/li>\n<li dir=\"auto\" data-line=\"8\">Linux:\u00a0<code>run_linux.sh<\/code>\u3002\u8bf7\u5728\u7ec8\u7aef\u4e2d\u4f7f\u7528<code>bash run_linux.sh<\/code>\u8fd0\u884c\u8be5\u811a\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n<li dir=\"auto\" data-line=\"9\">\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5b89\u88c5\u7a0b\u5e8f\u5c06\u8be2\u95ee\u662f\u5426\u542f\u52a8ktem\u7684\u7528\u6237\u754c\u9762\uff0c\u8bf7\u56de\u7b54\u4ee5\u7ee7\u7eed\u3002<\/li>\n<li dir=\"auto\" data-line=\"10\">\u5982\u679c\u542f\u52a8\u6210\u529f\uff0c\u5e94\u7528\u7a0b\u5e8f\u5c06\u81ea\u52a8\u5728\u60a8\u7684\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u3002<\/li>\n<\/ol>\n<\/div>\n<h3><\/h3>\n<h3>\u5f00\u53d1\u8005\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<h4>Docker\u90e8\u7f72\uff08\u63a8\u8350\uff09<\/h4>\n<pre>docker run \\\r\n-e GRADIO_SERVER_NAME=0.0.0.0 \\\r\n-e GRADIO_SERVER_PORT=7860 \\\r\n-p 7860:7860 -it --rm \\\r\ntaprosoft\/kotaemon:v1.0<\/pre>\n<p>\u524d\u5f80 http:\/\/localhost:7860\/ \u8bbf\u95ee\u7f51\u9875\u754c\u9762\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u6e90\u7801\u90e8\u7f72<\/h4>\n<p>\u5728\u65b0\u7684 Python \u73af\u5883\u4e2d\u514b\u9686\u5e76\u5b89\u88c5\u6240\u9700\u7684\u5305\u3002<\/p>\n<pre># optional (setup env)\r\nconda create -n kotaemon python=3.10\r\nconda activate kotaemon\r\n\r\n# clone this repo\r\ngit clone https:\/\/github.com\/Cinnamon\/kotaemon\r\ncd kotaemon\r\n\r\npip install -e \"libs\/kotaemon[all]\"\r\npip install -e \"libs\/ktem\"<\/pre>\n<p>\u67e5\u770b\u5e76\u7f16\u8f91\u60a8\u7684\u73af\u5883\u53d8\u91cf\uff08API \u5bc6\u94a5\u3001\u7aef\u70b9\uff09\u5728 <code>.env<\/code> \u4e2d\u3002<\/p>\n<p>\uff08\u53ef\u9009\uff09\u8981\u542f\u7528\u6d4f\u89c8\u5668\u4e2d\u7684 PDF_JS \u67e5\u770b\u5668\uff0c\u4e0b\u8f7d\u00a0<a href=\"https:\/\/github.com\/mozilla\/pdf.js\/releases\/download\/v4.0.379\/pdfjs-4.0.379-dist.zip\" data-immersive-translate-walked=\"e193fbff-d770-42c1-bb56-171b2920ceb2\">PDF_JS_DIST<\/a>\u00a0\u5e76\u5c06\u5176\u63d0\u53d6\u5230\u00a0<code data-immersive-translate-walked=\"e193fbff-d770-42c1-bb56-171b2920ceb2\">libs\/ktem\/ktem\/assets\/prebuilt<\/code><\/p>\n<p>&nbsp;<\/p>\n<p>\u542f\u52a8 Web \u670d\u52a1\u5668<\/p>\n<pre>python app.py<\/pre>\n<p>&nbsp;<\/p>\n<p>\u9ed8\u8ba4\u7528\u6237\u540d\/\u5bc6\u7801\u662f\uff1aadmin \/ admin\u3002\u60a8\u53ef\u4ee5\u76f4\u63a5\u5728 UI \u4e0a\u8bbe\u7f6e\u5176\u4ed6\u7528\u6237\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u767b\u5f55\u548c\u6587\u4ef6\u7ba1\u7406<\/strong>\uff1a\n<ul>\n<li>\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u591a\u7528\u6237\u767b\u5f55\u7cfb\u7edf\u8bbf\u95ee\u5e73\u53f0\uff0c\u7ec4\u7ec7\u548c\u7ba1\u7406\u81ea\u5df1\u7684\u6587\u6863\u96c6\u5408\u3002<\/li>\n<li>\u652f\u6301\u5c06\u6587\u4ef6\u5206\u7c7b\u4e3a\u79c1\u6709\u6216\u516c\u5171\u96c6\u5408\uff0c\u65b9\u4fbf\u534f\u4f5c\u548c\u5206\u4eab\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u95ee\u7b54\u529f\u80fd<\/strong>\uff1a\n<ul>\n<li>\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u6587\u6863\u5e76\u5728\u754c\u9762\u4e2d\u8fdb\u884c\u95ee\u7b54\u64cd\u4f5c\u3002<\/li>\n<li>\u652f\u6301\u591a\u6a21\u6001\u95ee\u7b54\uff0c\u80fd\u591f\u5904\u7406\u5305\u542b\u56fe\u8868\u548c\u8868\u683c\u7684\u6587\u6863\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>RAG \u7ba1\u9053\u5b9a\u5236<\/strong>\uff1a\n<ul>\n<li>\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u63d0\u4f9b\u7684 UI \u81ea\u5b9a\u4e49\u548c\u67e5\u770b RAG \u7ba1\u9053\u3002<\/li>\n<li>\u652f\u6301\u672c\u5730 LLM \u548c\u6d41\u884c\u7684 API 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