{"id":35208,"date":"2025-08-11T23:15:08","date_gmt":"2025-08-11T15:15:08","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=35208"},"modified":"2025-08-11T23:15:08","modified_gmt":"2025-08-11T15:15:08","slug":"weknora","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/weknora\/","title":{"rendered":"WeKnora\uff1a\u817e\u8baf\u51fa\u54c1\u5f00\u7bb1\u5373\u7528\u7684\u4f01\u4e1a\u7ea7\u95ee\u7b54\u77e5\u8bc6\u5e93"},"content":{"rendered":"<p>WeKnora\uff08\u7ef4\u5a1c\u62c9\uff09\u662f\u817e\u8baf\u5f00\u6e90\u7684\u4e00\u6b3e\u4f01\u4e1a\u7ea7\u6587\u6863\u7406\u89e3\u4e0e\u68c0\u7d22\u95ee\u7b54\u6846\u67b6\u3002 \u5b83\u4e3b\u8981\u7528\u4e8e\u5904\u7406\u7ed3\u6784\u590d\u6742\u3001\u5185\u5bb9\u591a\u6837\u7684\u6587\u6863\u573a\u666f\u3002WeKnora\u7684\u6838\u5fc3\u662f\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\uff0c\u8be5\u6280\u672f\u5c06\u4ece\u6587\u6863\u4e2d\u68c0\u7d22\u5230\u7684\u4e0a\u4e0b\u6587\u7247\u6bb5\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u7ed3\u5408\uff0c\u4ece\u800c\u751f\u6210\u66f4\u7cbe\u51c6\u3001\u66f4\u8d34\u8fd1\u4e8b\u5b9e\u7684\u56de\u7b54\u3002\u6574\u4e2a\u6846\u67b6\u91c7\u7528\u4e86\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u5c06\u6587\u6863\u89e3\u6790\u3001\u5185\u5bb9\u53ec\u56de\u3001\u6a21\u578b\u63a8\u7406\u7b49\u73af\u8282\u89e3\u8026\uff0c\u5f62\u6210\u4e86\u4e00\u5957\u5b8c\u6574\u4e14\u9ad8\u6548\u7684\u6587\u6863\u95ee\u7b54\u6d41\u7a0b\u3002 \u7528\u6237\u4e0d\u4ec5\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u76f4\u89c2\u7684\u7f51\u9875\u754c\u9762\u8fdb\u884c\u6587\u6863\u7ba1\u7406\u548c\u667a\u80fd\u95ee\u7b54\uff0c\u8fd8\u80fd\u901a\u8fc7API\u63a5\u53e3\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u548c\u96c6\u6210\u3002\u6b64\u6846\u67b6\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u53ef\u4ee5\u4fdd\u969c\u4f01\u4e1a\u6570\u636e\u7684\u5b89\u5168\u53ef\u63a7\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35209\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/64b02f3dc03610d.jpg\" alt=\"\" width=\"951\" height=\"541\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/64b02f3dc03610d.jpg 951w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/64b02f3dc03610d-18x10.jpg 18w\" sizes=\"auto, (max-width: 951px) 100vw, 951px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u6a21\u6001\u6587\u6863\u89e3\u6790<\/strong>\uff1a\u80fd\u591f\u7cbe\u51c6\u89e3\u6790PDF\u3001Word\u3001\u56fe\u7247\u7b49\u6587\u4ef6\u4e2d\u56fe\u6587\u6df7\u6392\u7684\u5185\u5bb9\uff0c\u63d0\u53d6\u6587\u672c\u3001\u8868\u683c\u53ca\u56fe\u50cf\u8bed\u4e49\u3002<\/li>\n<li><strong>\u6a21\u5757\u5316RAG\u6d41\u6c34\u7ebf<\/strong>\uff1a\u652f\u6301\u81ea\u7531\u7ec4\u88c5\u68c0\u7d22\u7b56\u7565\u3001\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u5411\u91cf\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u65e0\u7f1d\u96c6\u6210Ollama\u7b49\u5e73\u53f0\uff0c\u7075\u6d3b\u5207\u6362Qwen\u3001DeepSeek\u7b49\u4e3b\u6d41\u6a21\u578b\u3002<\/li>\n<li><strong>\u667a\u80fd\u63a8\u7406\u95ee\u7b54<\/strong>\uff1a\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u7406\u89e3\u7528\u6237\u610f\u56fe\u548c\u6587\u6863\u4e0a\u4e0b\u6587\uff0c\u652f\u6301\u7cbe\u51c6\u95ee\u7b54\u548c\u591a\u8f6e\u5bf9\u8bdd\u3002<\/li>\n<li><strong>\u7075\u6d3b\u7684\u68c0\u7d22\u7b56\u7565<\/strong>\uff1a\u6df7\u5408\u4f7f\u7528\u4e86\u5173\u952e\u8bcd\u68c0\u7d22\u3001\u5411\u91cf\u68c0\u7d22\u548c\u77e5\u8bc6\u56fe\u8c31\u68c0\u7d22\u7b49\u591a\u79cd\u7b56\u7565\uff0c\u5e76\u652f\u6301\u81ea\u7531\u7ec4\u5408\uff0c\u4ee5\u63d0\u5347\u53ec\u56de\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u5f00\u7bb1\u5373\u7528\u7684\u4f53\u9a8c<\/strong>\uff1a\u63d0\u4f9b\u4e00\u952e\u542f\u52a8\u811a\u672c\u548c\u76f4\u89c2\u7684Web UI\u754c\u9762\uff0c\u8ba9\u975e\u6280\u672f\u7528\u6237\u4e5f\u80fd\u5feb\u901f\u5b8c\u6210\u90e8\u7f72\u4e0e\u5e94\u7528\u3002<\/li>\n<li><strong>\u5b89\u5168\u53ef\u63a7\u7684\u90e8\u7f72<\/strong>\uff1a\u652f\u6301\u672c\u5730\u5316\u548c\u79c1\u6709\u4e91\u90e8\u7f72\uff0c\u5e76\u5185\u7f6e\u76d1\u63a7\u65e5\u5fd7\u4f53\u7cfb\uff0c\u5b9e\u73b0\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027\uff0c\u8ba9\u7528\u6237\u7684\u6570\u636e\u5b8c\u5168\u7531\u81ea\u5df1\u638c\u63a7\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31\u6784\u5efa<\/strong>\uff1a\u80fd\u591f\u5c06\u6587\u6863\u5185\u5bb9\u8f6c\u5316\u4e3a\u77e5\u8bc6\u56fe\u8c31\uff0c\u76f4\u89c2\u5c55\u793a\u4fe1\u606f\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u8f85\u52a9\u7528\u6237\u7406\u89e3\u548c\u6df1\u5ea6\u68c0\u7d22\u3002<\/li>\n<li><strong>\u4e30\u5bcc\u7684\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u517c\u5bb9\u591a\u79cd\u5d4c\u5165\u6a21\u578b\uff08\u5982BGE\/GTE\uff09\u3001\u5411\u91cf\u6570\u636e\u5e93\uff08\u5982PostgreSQL\u3001Elasticsearch\uff09\u4ee5\u53ca\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>WeKnora\u63d0\u4f9b\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u5de5\u5177\u94fe\uff0c\u901a\u8fc7Docker\u5b9e\u73b0\u4e00\u952e\u90e8\u7f72\u548c\u542f\u52a8\uff0c\u7528\u6237\u65e0\u9700\u590d\u6742\u7684\u914d\u7f6e\u5373\u53ef\u5728\u672c\u5730\u73af\u5883\u4e2d\u8fd0\u884c\u6574\u4e2a\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4e86\u751f\u4ea7\u73af\u5883\u7684\u5f00\u7bb1\u5373\u7528\u3002<\/p>\n<h3><strong>\u73af\u5883\u8981\u6c42<\/strong><\/h3>\n<p>\u5728\u5f00\u59cb\u5b89\u88c5\u524d\uff0c\u8bf7\u786e\u4fdd\u4f60\u7684\u7535\u8111\u4e0a\u5df2\u7ecf\u5b89\u88c5\u4e86\u4ee5\u4e0b\u4e09\u4e2a\u57fa\u672c\u5de5\u5177\uff1a<\/p>\n<ul>\n<li><code>Docker<\/code>: \u7528\u4e8e\u7ba1\u7406\u548c\u8fd0\u884c\u5e94\u7528\u5bb9\u5668\u3002<\/li>\n<li><code>Docker Compose<\/code>: \u7528\u4e8e\u5b9a\u4e49\u548c\u8fd0\u884c\u591a\u5bb9\u5668\u7684Docker\u5e94\u7528\u3002<\/li>\n<li><code>Git<\/code>: \u7528\u4e8e\u4eceGitHub\u514b\u9686\u4ee3\u7801\u4ed3\u5e93\u3002<\/li>\n<\/ul>\n<h3><strong>\u5b89\u88c5\u4e0e\u542f\u52a8\u6d41\u7a0b<\/strong><\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong><br \/>\n\u9996\u5148\uff0c\u6253\u5f00\u7ec8\u7aef\uff08\u547d\u4ee4\u884c\u5de5\u5177\uff09\uff0c\u4f7f\u7528<code>git<\/code>\u547d\u4ee4\u5c06WeKnora\u7684\u5b98\u65b9\u4ee3\u7801\u5e93\u514b\u9686\u5230\u4f60\u7684\u672c\u5730\u7535\u8111\u3002<\/p>\n<pre><code>git clone https:\/\/github.com\/Tencent\/WeKnora.git\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55<\/strong><br \/>\n\u514b\u9686\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u6240\u5728\u7684\u6587\u4ef6\u5939\u3002<\/p>\n<pre><code>cd WeKnora\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\nWeKnora\u901a\u8fc7\u4e00\u4e2a<code>.env<\/code>\u6587\u4ef6\u6765\u7ba1\u7406\u9879\u76ee\u7684\u6240\u6709\u73af\u5883\u53d8\u91cf\u3002\u4f60\u53ef\u4ee5\u590d\u5236\u9879\u76ee\u63d0\u4f9b\u7684\u793a\u4f8b\u6587\u4ef6\u6765\u521b\u5efa\u81ea\u5df1\u7684\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n<pre><code>cp .env.example .env\r\n```    \u590d\u5236\u540e\uff0c\u4f60\u53ef\u4ee5\u7528\u6587\u672c\u7f16\u8f91\u5668\u6253\u5f00`.env`\u6587\u4ef6\uff0c\u6839\u636e\u6587\u4ef6\u5185\u7684\u6ce8\u91ca\u8bf4\u660e\uff0c\u586b\u5165\u4f60\u81ea\u5df1\u7684\u914d\u7f6e\u4fe1\u606f\u3002\u5bf9\u4e8e\u521d\u6b21\u4f7f\u7528\u8005\uff0c\u53ef\u4ee5\u6682\u65f6\u8df3\u8fc7\u6b64\u6b65\u9aa4\uff0c\u76f4\u63a5\u542f\u52a8\u670d\u52a1\uff0c\u540e\u7eed\u901a\u8fc7Web\u754c\u9762\u8fdb\u884c\u914d\u7f6e\u3002\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e00\u952e\u542f\u52a8\u670d\u52a1<\/strong><br \/>\n\u9879\u76ee\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4fbf\u6377\u7684\u542f\u52a8\u811a\u672c\uff0c\u53ef\u4ee5\u4e00\u6b21\u6027\u542f\u52a8\u6240\u6709\u9700\u8981\u7684\u670d\u52a1\uff0c\u5305\u62ecOllama\uff08\u7528\u4e8e\u7ba1\u7406\u672c\u5730\u5927\u6a21\u578b\uff09\u548cWeKnora\u7684\u540e\u7aef\u670d\u52a1\u3002<\/p>\n<pre><code>.\/scripts\/start_all.sh\r\n<\/code><\/pre>\n<p>\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528<code>make<\/code>\u547d\u4ee4\u8fbe\u5230\u540c\u6837\u7684\u6548\u679c\uff1a<\/p>\n<pre><code>make start-all\r\n<\/code><\/pre>\n<p>\u5f53\u7ec8\u7aef\u663e\u793a\u670d\u52a1\u542f\u52a8\u6210\u529f\u540e\uff0c\u5373\u53ef\u5f00\u59cb\u4f7f\u7528\u3002<\/li>\n<li><strong>\u8bbf\u95eeWeb\u754c\u9762<\/strong><br \/>\n\u542f\u52a8\u6210\u529f\u540e\uff0c\u5728\u4f60\u7684\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u4ee5\u4e0b\u5730\u5740\uff1a<\/p>\n<ul>\n<li><strong>Web\u4e3b\u754c\u9762<\/strong>:\u00a0<code>http:\/\/localhost<\/code><\/li>\n<li><strong>\u540e\u7aefAPI\u6587\u6863<\/strong>:\u00a0<code>http:\/\/localhost:8080<\/code><\/li>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a\u7cfb\u7edf (Jaeger)<\/strong>:\u00a0<code>http:\/\/localhost:16686<\/code>\u00a0(\u7528\u4e8e\u5f00\u53d1\u8005\u89c2\u5bdf\u7cfb\u7edf\u5185\u90e8\u8c03\u7528\u60c5\u51b5)<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3><strong>\u521d\u59cb\u5316\u6a21\u578b\u914d\u7f6e<\/strong><\/h3>\n<p>\u5982\u679c\u662f\u7b2c\u4e00\u6b21\u4f7f\u7528\uff0c\u8bbf\u95ee<code>http:\/\/localhost<\/code>\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8df3\u8f6c\u5230\u521d\u59cb\u5316\u914d\u7f6e\u9875\u9762\u3002\u8fd9\u4e2a\u9875\u9762\u53ef\u4ee5\u5e2e\u52a9\u4f60\u901a\u8fc7\u56fe\u5f62\u5316\u754c\u9762\u5b8c\u6210\u5927\u8bed\u8a00\u6a21\u578b\u3001\u5d4c\u5165\u6a21\u578b\u7b49\u5173\u952e\u7ec4\u4ef6\u7684\u914d\u7f6e\uff0c\u964d\u4f4e\u4e86\u624b\u52a8\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\u7684\u590d\u6742\u6027\u3002\u8bf7\u6309\u7167\u9875\u9762\u7684\u63d0\u793a\u4fe1\u606f\uff0c\u586b\u5199\u6b63\u786e\u7684\u6a21\u578bAPI\u5730\u5740\u3001\u5bc6\u94a5\u7b49\u4fe1\u606f\uff0c\u5b8c\u6210\u540e\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4fdd\u5b58\u5e76\u8df3\u8f6c\u5230\u77e5\u8bc6\u5e93\u4e3b\u9875\u3002<\/p>\n<h3><strong>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/strong><\/h3>\n<ol>\n<li><strong>\u4e0a\u4f20\u77e5\u8bc6\u6587\u6863<\/strong><br \/>\n\u5728Web\u754c\u9762\u7684\u77e5\u8bc6\u5e93\u7ba1\u7406\u9875\u9762\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u76f4\u63a5\u62d6\u62fd\u6587\u4ef6\u6216\u70b9\u51fb\u4e0a\u4f20\u6309\u94ae\u7684\u65b9\u5f0f\uff0c\u5c06\u4f60\u7684\u6587\u6863\uff08\u5982\u4ea7\u54c1\u624b\u518c\u3001\u516c\u53f8\u89c4\u7ae0\u3001\u7814\u7a76\u62a5\u544a\u7b49\uff09\u4e0a\u4f20\u5230\u7cfb\u7edf\u4e2d\u3002 \u7cfb\u7edf\u4f1a\u81ea\u52a8\u5f00\u59cb\u89e3\u6790\u6587\u6863\uff0c\u63d0\u53d6\u5185\u5bb9\u5e76\u4e3a\u5176\u521b\u5efa\u5411\u91cf\u7d22\u5f15\uff0c\u5904\u7406\u8fdb\u5ea6\u548c\u72b6\u6001\u4f1a\u6e05\u6670\u5730\u663e\u793a\u5728\u754c\u9762\u4e0a\u3002<\/li>\n<li><strong>\u8fdb\u884c\u667a\u80fd\u95ee\u7b54<\/strong><br \/>\n\u6587\u6863\u5904\u7406\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u8fdb\u5165\u95ee\u7b54\u754c\u9762\u3002\u5728\u8f93\u5165\u6846\u4e2d\u63d0\u51fa\u4f60\u7684\u95ee\u9898\uff0c\u4f8b\u5982\u201c\u516c\u53f8\u7684\u62a5\u9500\u6d41\u7a0b\u662f\u600e\u6837\u7684\uff1f\u201d\u6216\u201c\u8fd9\u4e2a\u4ea7\u54c1\u5982\u4f55\u5904\u7406\u6545\u969c\uff1f\u201d\u3002\u7cfb\u7edf\u4f1a\u6839\u636e\u4f60\u7684\u95ee\u9898\uff0c\u5728\u5df2\u4e0a\u4f20\u7684\u77e5\u8bc6\u5e93\u4e2d\u8fdb\u884c\u8bed\u4e49\u68c0\u7d22\uff0c\u627e\u5230\u6700\u76f8\u5173\u7684\u6587\u6863\u7247\u6bb5\uff0c\u7136\u540e\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u901a\u987a\u3001\u51c6\u786e\u7684\u56de\u7b54\u3002\u56de\u7b54\u7ed3\u679c\u4f1a\u9644\u5e26\u5f15\u7528\u6765\u6e90\uff0c\u65b9\u4fbf\u4f60\u8ffd\u6eaf\u4fe1\u606f\u51fa\u5904\u3002<\/li>\n<li><strong>\u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31<\/strong><br 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