{"id":466130,"date":"2024-10-30T11:01:39","date_gmt":"2024-10-30T03:01:39","guid":{"rendered":"https:\/\/www.kdan.com\/zh-tw\/blog\/?p=466130"},"modified":"2024-10-30T11:01:41","modified_gmt":"2024-10-30T03:01:41","slug":"kdan-ai-rag","status":"publish","type":"post","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/","title":{"rendered":"<strong>\u4ec0\u9ebc\u662f RAG\uff1f\u4e94\u5206\u9418\u89e3\u6790 RAG \u589e\u5f37\u6aa2\u7d22\u751f\u6210\u6a21\u578b\u53ca\u5982\u4f55\u63d0\u5347\u4f01\u696d\u6548\u7387<\/strong>"},"content":{"rendered":"\n<p><br>\u96a8\u8457\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u7684\u5feb\u901f\u767c\u5c55\uff0c\u5982\u4f55\u63d0\u5347\u751f\u6210\u6a21\u578b\u7684\u6e96\u78ba\u6027\u548c\u53ef\u9760\u6027\u6210\u70ba\u4e86\u6280\u8853\u9818\u57df\u5341\u5206\u91cd\u8996\u7684\u8b70\u984c\u3002\u800c\u5176\u4e2d\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u5177\u6709\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u80fd\u529b\uff0c\u7d93\u5e38\u88ab\u7528\u65bc\u8a31\u591a\u4eba\u5de5\u667a\u6167\u61c9\u7528\u4e2d\uff0c\u7136\u800c\uff0c\u5728\u5177\u6709\u8a31\u591a\u512a\u9ede\u7684\u540c\u6642\uff0cLLMs \u537b\u4e5f\u5177\u5099\u4e86<a href=\"https:\/\/www.cloudflare.com\/zh-tw\/learning\/ai\/what-is-large-language-model\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\u8a31\u591a\u9650\u5236<\/a>\uff0c\u300c\u589e\u5f37\u6aa2\u7d22\u751f\u6210\u300d\uff08Retrieval-Augmented Generation, RAG\uff09\u6280\u8853\u4fbf\u56e0\u6b64\u800c\u8a95\u751f\uff0c\u4e26\u7d50\u5408\u4e86\u6aa2\u7d22\u8207\u751f\u6210\u529f\u80fd\uff0c\u5354\u52a9\u89e3\u6c7a\u76ee\u524d LLMs \u6240\u9047\u5230\u7684\u8a31\u591a\u4fb7\u9650\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u8fd1\u671f\u66f4\u63a8\u51fa <a href=\"https:\/\/www.kdan.com\/zh-tw\/kdan-ai\" target=\"_blank\" rel=\"noreferrer noopener\">KDAN AI<\/a> \u670d\u52d9\uff0c\u4e26\u5c0e\u5165 RAG \u6280\u8853\uff0c\u5e6b\u52a9\u4f01\u696d\u5728\u904b\u7528 AI \u6642\uff0c\u80fd\u5920\u7372\u53d6\u66f4\u7cbe\u6e96\u3001\u5177\u6709\u53c3\u8003\u50f9\u503c\u7684\u7d50\u679c\u3002\u672c\u6587\u5c07\u7acb\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e RAG \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u53ca\u672a\u4f86\u767c\u5c55\uff0c\u4e26\u8aaa\u660e\u9019\u9805\u6280\u8853\u5982\u4f55\u5728\u4e0d\u540c\u9818\u57df\u63a8\u52d5 AI \u7684\u61c9\u7528\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 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href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E6%AD%A5%E9%A9%9F%E5%9B%9B%E3%80%81%E6%9F%A5%E8%A9%A2%E8%99%95%E7%90%86\" >\u6b65\u9a5f\u56db\u3001\u67e5\u8a62\u8655\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E6%AD%A5%E9%A9%9F%E4%BA%94%E3%80%81%E7%94%9F%E6%88%90%E6%9C%80%E7%B5%82%E5%9B%9E%E6%87%89\" >\u6b65\u9a5f\u4e94\u3001\u751f\u6210\u6700\u7d42\u56de\u61c9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#RAG_%E7%9A%84%E5%AF%A6%E9%9A%9B%E6%87%89%E7%94%A8%E6%83%85%E5%A2%83%E8%88%87%E6%A1%88%E4%BE%8B\" >RAG \u7684\u5be6\u969b\u61c9\u7528\u60c5\u5883\u8207\u6848\u4f8b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%B8%80%E3%80%81%E7%AE%A1%E7%90%86%E9%83%A8%E9%96%80%E7%9A%84%E6%95%B8%E6%93%9A%E6%95%B4%E5%90%88%E8%88%87%E5%A0%B1%E5%91%8A%E7%94%9F%E6%88%90\" >\u4e00\u3001\u7ba1\u7406\u90e8\u9580\u7684\u6578\u64da\u6574\u5408\u8207\u5831\u544a\u751f\u6210<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%BA%8C%E3%80%81%E8%A1%8C%E9%8A%B7%E8%88%87%E6%A5%AD%E5%8B%99%E6%95%B8%E6%93%9A%E9%A9%85%E5%8B%95%E6%B1%BA%E7%AD%96\" >\u4e8c\u3001\u884c\u92b7\u8207\u696d\u52d9\u6578\u64da\u9a45\u52d5\u6c7a\u7b56<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%B8%89%E3%80%81%E5%80%8B%E6%80%A7%E5%8C%96%E8%B3%BC%E7%89%A9%E9%AB%94%E9%A9%97\" >\u4e09\u3001\u500b\u6027\u5316\u8cfc\u7269\u9ad4\u9a57<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E5%9B%9B%E3%80%81%E9%A0%90%E6%B8%AC%E6%80%A7%E8%A3%BD%E9%80%A0%E7%B6%AD%E8%AD%B7\" >\u56db\u3001\u9810\u6e2c\u6027\u88fd\u9020\u7dad\u8b77<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%BA%94%E3%80%81%E9%87%91%E8%9E%8D%E6%9C%8D%E5%8B%99%E6%A5%AD%E7%9A%84_AI_%E5%8A%A9%E7%90%86\" >\u4e94\u3001\u91d1\u878d\u670d\u52d9\u696d\u7684 AI \u52a9\u7406<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%BC%81%E6%A5%AD%E5%B0%8E%E5%85%A5_RAG_%E6%8A%80%E8%A1%93%E7%9A%84%E6%8C%91%E6%88%B0\" >\u4f01\u696d\u5c0e\u5165 RAG \u6280\u8853\u7684\u6311\u6230<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%B8%80%E3%80%81%E6%8A%80%E8%A1%93%E6%95%B4%E5%90%88%E7%9A%84%E8%A4%87%E9%9B%9C%E6%80%A7\" >\u4e00\u3001\u6280\u8853\u6574\u5408\u7684\u8907\u96dc\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%BA%8C%E3%80%81%E8%B3%87%E6%BA%90%E9%9C%80%E6%B1%82%E9%AB%98\" >\u4e8c\u3001\u8cc7\u6e90\u9700\u6c42\u9ad8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/#%E4%B8%89%E3%80%81%E5%B8%82%E5%A0%B4%E8%AA%8D%E7%9F%A5%E5%BA%A6%E5%92%8C%E6%8A%80%E8%A1%93%E6%95%99%E8%82%B2%E4%B8%8D%E8%B6%B3\" >\u4e09\u3001\u5e02\u5834\u8a8d\u77e5\u5ea6\u548c\u6280\u8853\u6559\u80b2\u4e0d\u8db3<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG_%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span><strong>RAG \u662f\u4ec0\u9ebc\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\uff08Retrieval-Augmented Generation\uff0c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u662f\u4e00\u9805<strong>\u878d\u5408\u6aa2\u7d22\u8207\u751f\u6210\u7684\u6280\u8853<\/strong>\uff0c\u76ee\u7684\u70ba\u63d0\u5347\u751f\u6210\u5f0f AI \u7684\u6e96\u78ba\u6027\u548c\u53ef\u9760\u5ea6\u3002\u9019\u9805\u6280\u8853\u5c31\u50cf\u662f\u70ba\u751f\u6210\u6a21\u578b\u589e\u6dfb\u4e86\u4e00\u4f4d\u300c\u8cc7\u6599\u52a9\u7406\u300d\uff0c\u8b93\u6a21\u578b\u5728\u56de\u61c9\u6642\u80fd\u5920\u4f9d\u8cf4\u66f4\u591a\u4f86\u81ea\u5916\u90e8\u8cc7\u6599\u5eab\u7684\u5c08\u696d\u77e5\u8b58\u3002RAG \u7684\u6574\u9ad4\u67b6\u69cb\u6703\u5305\u542b\u300c\u6aa2\u7d22\u5668\u300d\u8207\u300c\u751f\u6210\u5668\u300d\u5169\u5927\u6838\u5fc3\uff0c\u6aa2\u7d22\u5668\u6703\u5f9e\u77e5\u8b58\u5eab\u4e2d\u627e\u51fa\u8207\u7576\u524d\u4efb\u52d9\u76f8\u95dc\u7684\u8cc7\u8a0a\uff0c\u800c\u751f\u6210\u5668\u5247\u4f7f\u7528\u9019\u4e9b\u8cc7\u8a0a\u4f86\u7d44\u7e54\u56de\u61c9\u5167\u5bb9\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u7528\u66f4\u7c21\u55ae\u7684\u65b9\u5f0f\u8aaa\u660e\uff0c\u9019\u7a2e\u4e92\u76f8\u5408\u4f5c\u7684\u6d41\u7a0b\uff0c\u6703\u985e\u4f3c\u65bc\u5b78\u751f\u5728\u8003\u8a66\u524d\u88fd\u4f5c\u7684\u5927\u6284\u7b46\u8a18\uff1a\u900f\u904e\u6574\u5408\u5404\u7a2e\u77e5\u8b58\u9ede\uff0c\u5b78\u751f\u5728\u8003\u8a66\u4e2d\u53ef\u4ee5\u7cbe\u6e96\u56de\u7b54\u554f\u984c\uff0c\u800c RAG \u7684\u6838\u5fc3\u4fbf\u5728\u65bc\u8b93 AI \u4e0d\u50c5\u5177\u5099\u77e5\u8b58\u300c\u63a8\u7406\u300d\u80fd\u529b\uff0c\u66f4\u80fd\u5920\u6709\u6548\u5f15\u7528\u5916\u90e8\u8cc7\u8a0a\u4f86\u589e\u5f37\u56de\u61c9\u7684\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%82%BA%E4%BD%95%E9%9C%80%E8%A6%81_RAG%EF%BC%9FRAG_%E5%8F%AF%E4%BB%A5%E8%A7%A3%E6%B1%BA%E5%93%AA%E4%BA%9B%E7%8F%BE%E6%9C%89%E6%8A%80%E8%A1%93%E7%9A%84%E5%95%8F%E9%A1%8C%EF%BC%9F\"><\/span><strong>\u70ba\u4f55\u9700\u8981 RAG\uff1fRAG \u53ef\u4ee5\u89e3\u6c7a\u54ea\u4e9b\u73fe\u6709\u6280\u8853\u7684\u554f\u984c\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u82e5\u8981\u77e5\u9053 RAG \u6709\u54ea\u4e9b\u512a\u9ede\uff0c\u6216\u70ba\u4f55\u9700\u8981\u9019\u9805\u6280\u8853\uff0c\u5247\u5fc5\u9808\u5148\u5f9e\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u958b\u59cb\u8aaa\u8d77\u3002\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u81ea\u7136\u8a9e\u8a00\u751f\u6210\u4e0a\u64c1\u6709\u5f37\u5927\u7684\u8655\u7406\u80fd\u529b\uff0c\u4f46\u5728\u61c9\u7528\u65bc\u7279\u5b9a\u9818\u57df\u6216\u5373\u6642\u9700\u6c42\u6642\uff0c\u4ecd\u7136\u9762\u81e8\u6578\u9805\u9650\u5236\u3002\u4ee5\u4e0b\u5c07\u5217\u51fa LLMs \u7684\u5e38\u898b\u9650\u5236\u4ee5\u53ca RAG \u53ef\u4ee5\u5982\u4f55\u89e3\u6c7a\u9019\u4e9b\u554f\u984c\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E7%BC%BA%E4%B9%8F%E5%85%B7%E9%AB%94%E8%B3%87%E8%A8%8A\"><\/span><strong>\u4e00\u3001\u7f3a\u4e4f\u5177\u9ad4\u8cc7\u8a0a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLMs \u9650\u5236<\/strong>\uff1a\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u50c5\u80fd\u57fa\u65bc\u5176\u8a13\u7df4\u6642\u671f\u7684\u6578\u64da\u751f\u6210\u56de\u61c9\uff0c\u800c\u9019\u4e9b\u6578\u64da\u5f80\u5f80\u662f\u901a\u7528\u6027\u7684\uff0c\u7f3a\u4e4f\u91dd\u5c0d\u7279\u5b9a\u516c\u53f8\u6216\u884c\u696d\u7684\u6df1\u5ea6\u77e5\u8b58\uff0c\u56e0\u6b64\u7576\u4f7f\u7528\u8005\u82e5\u63d0\u51fa\u95dc\u65bc\u7279\u5b9a\u7522\u54c1\u6216\u6700\u65b0\u7684\u6280\u8853\u554f\u984c\u6642\uff0cLLMs \u53ef\u80fd\u7121\u6cd5\u7d66\u51fa\u6e96\u78ba\u6216\u5b8c\u6574\u7684\u56de\u7b54\uff0c\u56e0\u70ba\u5b83\u672a\u66fe\u63a5\u89f8\u5230\u9019\u4e9b\u5c08\u5c6c\u6216\u6700\u65b0\u7684\u8cc7\u6599\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG \u89e3\u6c7a\u65b9\u6cd5<\/strong>\uff1aRAG \u53ef\u4ee5\u5229\u7528\u6aa2\u7d22\u6a21\u7d44\uff08Retriever\uff09\uff0c\u5f9e\u5916\u90e8\u77e5\u8b58\u5eab\u4e2d\u6aa2\u7d22\u6700\u65b0\u4e14\u76f8\u95dc\u7684\u8cc7\u6599\uff0c\u5982\u7522\u54c1\u624b\u518a\u3001\u5167\u90e8\u6587\u4ef6\u6216\u6280\u8853\u6587\u4ef6\uff0c\u8b93\u751f\u6210\u6a21\u7d44\uff08Generator\uff09\u53ef\u4ee5\u5229\u7528\u9019\u4e9b\u8cc7\u8a0a\u4f86\u751f\u6210\u6e96\u78ba\u7684\u56de\u7b54\uff0c\u5f9e\u800c\u514b\u670d LLMs \u7684\u7f3a\u4e4f\u5177\u9ad4\u8cc7\u8a0a\u7684\u9650\u5236\uff0c\u9054\u5230\u66f4\u5c08\u696d\u4e14\u7cbe\u78ba\u7684\u4e92\u52d5\u6548\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E5%B9%BB%E8%A6%BA%E7%8F%BE%E8%B1%A1\"><\/span><strong>\u4e8c\u3001\u5e7b\u89ba\u73fe\u8c61<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLMs \u9650\u5236<\/strong>\uff1aLLM \u5728\u56de\u61c9\u6642\u6709\u6642\u6703\u51fa\u73fe\u6240\u8b02\u7684\u300c\u5e7b\u89ba\u300d\uff0c\u5373\u751f\u6210\u7684\u56de\u7b54\u5167\u5bb9\u96d6\u7136\u6709\u908f\u8f2f\u6027\uff0c\u4f46\u4e8b\u5be6\u4e0a\u4e26\u4e0d\u6b63\u78ba\uff0c\u4e3b\u8981\u539f\u56e0\u70ba LLMs \u50c5\u6839\u64da\u8a9e\u8a00\u898f\u5247\u548c\u8a13\u7df4\u6578\u64da\u751f\u6210\u8a9e\u53e5\uff0c\u4f46\u5176\u53ef\u80fd\u7f3a\u4e4f\u5c0d\u554f\u984c\u7684\u771f\u6b63\u7406\u89e3\uff0c\u5c0e\u81f4\u5728\u4e0d\u78ba\u5b9a\u6642\u6703\u81ea\u52d5\u751f\u6210\u81ea\u4fe1\u537b\u932f\u8aa4\u7684\u56de\u7b54\uff0c\u800c\u70ba\u4f7f\u7528\u8005\u5e36\u4f86\u6df7\u6dc6\u6216\u8aa4\u5c0e\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG \u89e3\u6c7a\u65b9\u6cd5<\/strong>\uff1a\u901a\u904e\u5c0e\u5165\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff0cRAG \u5728\u56de\u7b54\u751f\u6210\u904e\u7a0b\u4e2d\u6703\u52a0\u5165\u4e86\u5916\u90e8\u9a57\u8b49\u6a5f\u5236\uff0c\u6aa2\u7d22\u6a21\u7d44\u5728\u56de\u7b54\u751f\u6210\u524d\uff0c\u5c07\u6703\u5f9e\u6b0a\u5a01\u4f86\u6e90\u4e2d\u7372\u53d6\u76f8\u5c0d\u61c9\u7684\u8cc7\u8a0a\uff0c\u4f7f\u751f\u6210\u6a21\u7d44\u53ef\u4ee5\u53c3\u8003\u9019\u4e9b\u5916\u90e8\u77e5\u8b58\uff0c\u907f\u514d\u6191\u7a7a\u634f\u9020\u7b54\u6848\uff0c\u9032\u800c\u6e1b\u5c11\u6a21\u578b\u56de\u7b54\u4e2d\u7684\u5e7b\u89ba\u73fe\u8c61\uff0c\u63d0\u4f9b\u66f4\u53ef\u4fe1\u8cf4\u7684\u56de\u61c9\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E9%80%9A%E7%94%A8%E5%9B%9E%E6%87%89\"><\/span><strong>\u4e09\u3001\u901a\u7528\u56de\u61c9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLMs \u9650\u5236<\/strong>\uff1aLLMs \u7684\u56de\u61c9\u901a\u5e38\u4ee5\u5ee3\u6cdb\u3001\u901a\u7528\u7684\u77e5\u8b58\u70ba\u57fa\u790e\uff0c\u9019\u5728\u67d0\u4e9b\u60c5\u5883\u4e0b\u53ef\u80fd\u986f\u5f97\u904e\u65bc\u7c60\u7d71\uff0c\u96e3\u4ee5\u6eff\u8db3\u500b\u5225\u7528\u6236\u9700\u6c42\uff0c\u4f8b\u5982\uff0c\u5728\u8207\u5ba2\u6236\u7684\u5c0d\u7b54\u904e\u7a0b\u4e2d\uff0c\u5ba2\u6236\u53ef\u80fd\u6703\u9700\u8981\u975e\u5e38\u91dd\u5c0d\u6027\u7684\u6280\u8853\u652f\u63f4\uff0c\u800c\u975e\u6cdb\u6cdb\u4e4b\u8ac7\u7684\u7b54\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG \u89e3\u6c7a\u65b9\u6cd5<\/strong>\uff1aRAG \u53ef\u4ee5\u91dd\u5c0d\u7279\u5b9a\u60c5\u5883\u63d0\u4f9b\u5ba2\u88fd\u5316\u56de\u61c9\uff0c\u7576\u7528\u6236\u63d0\u51fa\u554f\u984c\u6642\uff0cRAG \u7684\u6aa2\u7d22\u6a21\u7d44\u6703\u5f9e\u5c08\u9580\u7684\u8cc7\u6599\u5eab\u4e2d\uff0c\u63d0\u53d6\u8207\u7528\u6236\u60c5\u5883\u9ad8\u5ea6\u76f8\u95dc\u7684\u8cc7\u8a0a\uff0c\u518d\u7d50\u5408\u751f\u6210\u6a21\u7d44\u7684\u80fd\u529b\uff0c\u751f\u6210\u7b26\u5408\u7528\u6236\u9700\u6c42\u7684\u5ba2\u88fd\u5316\u7b54\u6848\uff0c\u6539\u5584\u5ba2\u6236\u670d\u52d9\u9ad4\u9a57\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E7%84%A1%E6%B3%95%E6%8F%90%E4%BE%9B%E6%9C%80%E6%96%B0%E8%B3%87%E8%A8%8A\"><\/span><strong>\u56db\u3001\u7121\u6cd5\u63d0\u4f9b\u6700\u65b0\u8cc7\u8a0a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLMs \u9650\u5236<\/strong>\uff1a\u7531\u65bc LLMs \u7684\u8a13\u7df4\u6578\u64da\u901a\u5e38\u6709\u56fa\u5b9a\u7684\u622a\u6b62\u65e5\u671f\uff0c\u56e0\u6b64\u7121\u6cd5\u5f97\u77e5\u8a13\u7df4\u5f8c\u7684\u6700\u65b0\u8cc7\u8a0a\uff0c\u9019\u5c07\u5c0e\u81f4\u6a21\u578b\u96e3\u4ee5\u56de\u7b54\u6d89\u53ca\u6700\u65b0\u7522\u54c1\u66f4\u65b0\u3001\u653f\u7b56\u8b8a\u52d5\u6216\u5e02\u5834\u52d5\u614b\u7684\u554f\u984c\uff0c\u9032\u800c\u5c0e\u81f4\u56de\u61c9\u7684\u5167\u5bb9\u904e\u6642\u6216\u932f\u8aa4\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG \u89e3\u6c7a\u65b9\u6cd5<\/strong>\uff1aRAG \u53ef\u4ee5\u900f\u904e\u6aa2\u7d22\u6a21\u7d44\u5373\u6642\u67e5\u8a62\u5916\u90e8\u77e5\u8b58\u5eab\u6216\u66f4\u65b0\u7684\u8cc7\u6599\u4f86\u6e90\uff0c\u4f7f\u751f\u6210\u6a21\u7d44\u53ef\u57fa\u65bc\u6700\u65b0\u8cc7\u8a0a\u9032\u884c\u56de\u7b54\u3002\u9019\u6a23\u4e00\u4f86\uff0cRAG \u5373\u80fd\u5920\u514b\u670d LLMs \u5c0d\u65bc\u65b0\u77e5\u8b58\u7684\u9650\u5236\uff0c\u63d0\u4f9b\u8207\u6642\u4ff1\u9032\u7684\u56de\u61c9\uff0c\u9019\u90e8\u5206\u4e5f\u7279\u5225\u9069\u5408\u5728\u5feb\u901f\u8b8a\u52d5\u7684\u5546\u696d\u74b0\u5883\u4e2d\u61c9\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E8%A8%88%E7%AE%97%E8%B3%87%E6%BA%90%E5%92%8C%E5%84%B2%E5%AD%98%E7%A9%BA%E9%96%93%E7%9A%84%E9%9C%80%E6%B1%82\"><\/span><strong>\u4e94\u3001\u8a08\u7b97\u8cc7\u6e90\u548c\u5132\u5b58\u7a7a\u9593\u7684\u9700\u6c42<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLMs \u9650\u5236<\/strong>\uff1aLLMs \u7684\u6a21\u578b\u898f\u6a21\u8d8a\u5927\uff0c\u5176\u904b\u884c\u6240\u9700\u7684\u8a08\u7b97\u8cc7\u6e90\u548c\u5132\u5b58\u7a7a\u9593\u4e5f\u96a8\u4e4b\u589e\u52a0\uff0c\u9019\u5c0d\u65bc\u8cc7\u6e90\u6709\u9650\u7684\u8a2d\u5099\u6216\u74b0\u5883\u4f86\u8aaa\u662f\u500b\u6311\u6230\uff1b\u540c\u6642\uff0c\u5927\u578b\u6a21\u578b\u7684\u751f\u6210\u904e\u7a0b\u901f\u5ea6\u4e5f\u53ef\u80fd\u8f03\u6162\uff0c\u5c07\u6703\u5f71\u97ff\u5373\u6642\u56de\u61c9\u7684\u6548\u7387\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG \u89e3\u6c7a\u65b9\u6cd5<\/strong>\uff1aRAG \u53ef\u4ee5\u900f\u904e\u5206\u5de5\u7684\u65b9\u5f0f\u6e1b\u8f15\u55ae\u4e00\u6a21\u578b\u7684\u58d3\u529b\uff0c\u6aa2\u7d22\u6a21\u7d44\u7684\u8f15\u91cf\u5316\u8a2d\u8a08\u4f7f\u5176\u80fd\u5feb\u901f\u67e5\u627e\u8cc7\u6599\uff0c\u751f\u6210\u6a21\u7d44\u53ea\u9700\u95dc\u6ce8\u5982\u4f55\u5229\u7528\u9019\u4e9b\u5df2\u6aa2\u7d22\u5230\u7684\u5167\u5bb9\u4f86\u7d44\u7e54\u7b54\u6848\uff0c\u5f9e\u800c\u964d\u4f4e\u4e86\u8a08\u7b97\u8cc7\u6e90\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u9019\u6a23\u7684\u6a21\u7d44\u5206\u5de5\u65b9\u5f0f\u4e5f\u80fd\u5920\u63d0\u9ad8\u56de\u61c9\u7684\u901f\u5ea6\uff0c\u8b93\u6a21\u578b\u5728\u8f03\u5c11\u8cc7\u6e90\u60c5\u6cc1\u4e0b\u4e5f\u80fd\u63d0\u4f9b\u5373\u6642\u3001\u6709\u6548\u7684\u56de\u7b54\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG_%E5%A6%82%E4%BD%95%E9%81%8B%E4%BD%9C%EF%BC%9F\"><\/span><strong>RAG \u5982\u4f55\u904b\u4f5c\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG \u7684\u904b\u4f5c\u5305\u62ec\u5e7e\u500b\u91cd\u8981\u6b65\u9a5f\uff0c\u8b93\u7cfb\u7d71\u80fd\u5920\u5c07\u6578\u64da\u8f49\u5316\u70ba\u7cbe\u78ba\u7684\u56de\u61c9\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A5%E9%A9%9F%E4%B8%80%E3%80%81%E6%95%B8%E6%93%9A%E6%94%B6%E9%9B%86\"><\/span><strong>\u6b65\u9a5f\u4e00\u3001\u6578\u64da\u6536\u96c6<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u9996\u5148\uff0c\u7cfb\u7d71\u9700\u6574\u5408\u61c9\u7528\u9818\u57df\u7684\u6240\u6709\u95dc\u9375\u6578\u64da\uff0c\u4f8b\u5982\u7528\u6236\u624b\u518a\u3001\u7522\u54c1\u8cc7\u8a0a\u548c\u5e38\u898b\u554f\u984c\u89e3\u7b54\u7b49\uff0c\u9019\u4e9b\u8cc7\u6599\u5c07\u6210\u70ba\u57fa\u790e\u7684\u77e5\u8b58\u5eab\uff0c\u4f7f RAG \u7cfb\u7d71\u66f4\u5177\u5099\u56de\u61c9\u6642\u7684\u5c08\u696d\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A5%E9%A9%9F%E4%BA%8C%E3%80%81%E6%95%B8%E6%93%9A%E5%88%86%E5%A1%8A%E8%99%95%E7%90%86\"><\/span><strong>\u6b65\u9a5f\u4e8c\u3001\u6578\u64da\u5206\u584a\u8655\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u70ba\u4e86\u4fbf\u65bc\u6aa2\u7d22\uff0cRAG \u6280\u8853\u6703\u5c07\u8f03\u9577\u7684\u8cc7\u6599\u62c6\u89e3\u70ba\u5c0f\u55ae\u4f4d\u7684\u6578\u64da\u584a\uff0c\u4f8b\u5982\uff0c\u4e00\u4efd\u8a73\u7d30\u7684\u7528\u6236\u624b\u518a\u6703\u88ab\u5206\u5272\u6210\u4e0d\u540c\u4e3b\u984c\u7684\u7247\u6bb5\uff0c\u4ee5\u4fbf\u8b93\u7cfb\u7d71\u91dd\u5c0d\u7528\u6236\u67e5\u8a62\uff0c\u53ef\u4ee5\u8fc5\u901f\u8abf\u95b1\u51fa\u6700\u76f8\u95dc\u7684\u8cc7\u8a0a\uff0c\u907f\u514d\u8655\u7406\u6574\u4efd\u6587\u4ef6\u7684\u6642\u7a0b\uff0c\u9032\u800c\u63d0\u9ad8\u56de\u61c9\u6548\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A5%E9%A9%9F%E4%B8%89%E3%80%81%E5%B5%8C%E5%85%A5%E6%95%B8%E6%93%9A\"><\/span><strong>\u6b65\u9a5f\u4e09\u3001\u5d4c\u5165\u6578\u64da<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7cfb\u7d71\u6703\u63a5\u8457\u5c07\u9019\u4e9b\u6578\u64da\u584a\u8f49\u63db\u70ba\u5411\u91cf\u5d4c\u5165\uff0c\u4e26\u5132\u5b58\u65bc\u5411\u91cf\u8cc7\u6599\u5eab\u4e2d\uff0c\u9019\u6a23\u7684\u5d4c\u5165\u53ef\u4ee5\u8b93\u7cfb\u7d71\u7406\u89e3\u6587\u672c\u7684\u610f\u6db5\uff0c\u9032\u800c\u8207\u7528\u6236\u67e5\u8a62\u7684\u610f\u5716\u9032\u884c\u8a9e\u7fa9\u5339\u914d\uff0c\u800c\u4e0d\u53ea\u662f\u5b57\u9762\u4e0a\u7684\u8a5e\u8a9e\u6bd4\u5c0d\uff0c\u78ba\u4fdd\u67e5\u8a62\u7d50\u679c\u66f4\u5177\u76f8\u95dc\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A5%E9%A9%9F%E5%9B%9B%E3%80%81%E6%9F%A5%E8%A9%A2%E8%99%95%E7%90%86\"><\/span><strong>\u6b65\u9a5f\u56db\u3001\u67e5\u8a62\u8655\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7576\u7528\u6236\u63d0\u4ea4\u67e5\u8a62\u6642\uff0c\u7cfb\u7d71\u6703\u5c07\u67e5\u8a62\u5167\u5bb9\u540c\u6a23\u8f49\u63db\u6210\u5411\u91cf\u5d4c\u5165\uff0c\u4e26\u63a1\u7528\u76f8\u540c\u6a21\u578b\u4ee5\u78ba\u4fdd\u4e00\u81f4\u6027\u3002\u63a5\u4e0b\u4f86\uff0c\u7cfb\u7d71\u6703\u8a08\u7b97\u67e5\u8a62\u5d4c\u5165\u8207\u6578\u64da\u5d4c\u5165\u7684\u76f8\u4f3c\u5ea6\uff0c\u5f9e\u8cc7\u6599\u5eab\u4e2d\u6aa2\u7d22\u51fa\u8207\u67e5\u8a62\u610f\u5716\u6700\u8cbc\u5408\u7684\u6578\u64da\u584a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A5%E9%A9%9F%E4%BA%94%E3%80%81%E7%94%9F%E6%88%90%E6%9C%80%E7%B5%82%E5%9B%9E%E6%87%89\"><\/span><strong>\u6b65\u9a5f\u4e94\u3001\u751f\u6210\u6700\u7d42\u56de\u61c9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6700\u5f8c\uff0c\u7cfb\u7d71\u6703\u5c07\u6aa2\u7d22\u5230\u7684\u6578\u64da\u584a\u548c\u7528\u6236\u67e5\u8a62\u4e00\u8d77\u63d0\u4f9b\u7d66\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLMs\u3002\u6a21\u578b\u6703\u64da\u6b64\u7522\u751f\u908f\u8f2f\u6e05\u6670\u4e14\u7b26\u5408\u7528\u6236\u9700\u6c42\u7684\u56de\u7b54\uff0c\u901a\u904e\u804a\u5929\u756b\u9762\u50b3\u905e\u7d66\u7528\u6236\uff0c\u9054\u5230\u9ad8\u6548\u7387\u3001\u7cbe\u78ba\u7684\u56de\u61c9\u6548\u679c\uff0c\u9019\u4e00\u6574\u9ad4\u6d41\u7a0b\u4e0d\u50c5\u80fd\u5feb\u901f\u8655\u7406\u67e5\u8a62\uff0c\u4e5f\u80fd\u5927\u5e45\u63d0\u5347\u4e86\u7528\u6236\u4e92\u52d5\u7684\u6eff\u610f\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG_%E7%9A%84%E5%AF%A6%E9%9A%9B%E6%87%89%E7%94%A8%E6%83%85%E5%A2%83%E8%88%87%E6%A1%88%E4%BE%8B\"><\/span><strong>RAG \u7684\u5be6\u969b\u61c9\u7528\u60c5\u5883\u8207\u6848\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG \u6280\u8853\u7684\u61c9\u7528\u60c5\u5883\u5ee3\u6cdb\u800c\u6df1\u5165\uff0c\u80fd\u5920\u6709\u6548\u63d0\u5347\u5404\u7522\u696d\u7684\u6578\u64da\u8655\u7406\u548c\u6c7a\u7b56\u6548\u7387\uff0c\u4e26\u5e36\u4f86\u500b\u6027\u5316\u7684\u5ba2\u6236\u9ad4\u9a57\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5be6\u969b\u7684\u61c9\u7528\u60c5\u5883\u8207\u6848\u4f8b\uff0c\u5c55\u793a\u4e86 RAG \u6280\u8853\u5728\u4e0d\u540c\u9818\u57df\u7684\u6f5b\u529b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E7%AE%A1%E7%90%86%E9%83%A8%E9%96%80%E7%9A%84%E6%95%B8%E6%93%9A%E6%95%B4%E5%90%88%E8%88%87%E5%A0%B1%E5%91%8A%E7%94%9F%E6%88%90\"><\/span><strong>\u4e00\u3001\u7ba1\u7406\u90e8\u9580\u7684\u6578\u64da\u6574\u5408\u8207\u5831\u544a\u751f\u6210<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7ba1\u7406\u90e8\u9580\u7d93\u5e38\u9700\u8981\u9762\u5c0d\u5927\u91cf\u6578\u64da\u8655\u7406\u3001\u654f\u611f\u8cc7\u8a0a\u4fdd\u8b77\u3001\u4e86\u89e3\u8da8\u52e2\u7b49\u9700\u6c42\uff0c\u73fe\u5728\u4e5f\u6709\u8a31\u591a\u4f01\u696d\u70ba\u4e86\u89e3\u6c7a\u5927\u91cf\u6578\u64da\u5206\u6790\u8207\u7522\u751f\u5831\u544a\u7684\u56f0\u96e3\uff0c\u63a1\u7528\u5177\u6709 RAG \u6280\u8853 AI \u670d\u52d9\u5de5\u5177\u3002\u4f8b\u5982\uff0cKDAN AI \u5373\u5229\u7528 RAG \u6280\u8853\uff0c\u7576\u4f01\u696d\u7ba1\u7406\u5c64\u9700\u8981\u638c\u63e1\u5373\u6642\u7d93\u71df\u6578\u64da\u6642\uff0cKDAN AI \u80fd\u5920\u81ea\u52d5\u751f\u6210\u5206\u6790\u5831\u544a\uff0c\u63d0\u5347\u6578\u64da\u8655\u7406\u6548\u7387\u548c\u6c7a\u7b56\u6e96\u78ba\u5ea6\u3002\u6b64\u5916\uff0c<a href=\"https:\/\/pdf-reader.kdandoc.com\/zh-tw\/kdan-ai-pdf-editor\" target=\"_blank\" rel=\"noreferrer noopener\">KDAN PDF Reader<\/a> \u4e5f\u7d50\u5408\u4e86 KDAN AI\uff0c\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u5148\u9032\u7684\u6578\u4f4d\u6587\u4ef6\u7ba1\u7406\u529f\u80fd\uff0c\u4ee5\u63d0\u5347\u6587\u4ef6\u4e92\u52d5\u6027\u3002KDAN PDF Reader \u7684\u804a\u5929\u6a5f\u5668\u4eba\u5373\u53ef\u4ee5\u8b93\u7528\u6236\u8207\u6587\u4ef6\u4e92\u52d5\uff0c\u5be6\u73fe\u81ea\u52d5\u6458\u8981\u3001\u5be9\u95b1\u7b49\u529f\u80fd\uff0c\u642d\u914d KDAN AI \u5177\u5099\u7684 RAG \u6280\u8853\uff0c\u9032\u800c\u80fd\u5920\u66f4\u7cbe\u78ba\u5730\u89e3\u6790\u6587\u4ef6\u5167\u5bb9\uff0c\u63d0\u4f9b\u5373\u6642\u4e14\u6e96\u78ba\u7684\u56de\u61c9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E8%A1%8C%E9%8A%B7%E8%88%87%E6%A5%AD%E5%8B%99%E6%95%B8%E6%93%9A%E9%A9%85%E5%8B%95%E6%B1%BA%E7%AD%96\"><\/span><strong>\u4e8c\u3001\u884c\u92b7\u8207\u696d\u52d9\u6578\u64da\u9a45\u52d5\u6c7a\u7b56<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728\u884c\u92b7\u548c\u696d\u52d9\u5c64\u9762\uff0cKDAN AI \u900f\u904e RAG \u6280\u8853\u548c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u5206\u6790\u5e02\u5834\u8da8\u52e2\u3001\u6d88\u8cbb\u8005\u884c\u70ba\uff0c\u4e26\u9032\u884c\u7cbe\u78ba\u7684\u6578\u64da\u6a19\u7c64\u548c\u5206\u773e\u3002\u4f8b\u5982\uff0c\u884c\u92b7\u5718\u968a\u53ef\u4ee5\u5229\u7528 KDAN AI \u81ea\u52d5\u751f\u6210\u7684\u5e02\u5834\u8da8\u52e2\u5831\u544a\u548c\u76ee\u6a19\u5ba2\u7fa4\u5206\u6790\uff0c\u5236\u5b9a\u524d\u77bb\u6027\u7b56\u7565\uff0c\u6709\u6548\u63d0\u5347\u884c\u92b7\u6d3b\u52d5\u7684\u6210\u6548\uff0c\u540c\u6642\u5e6b\u52a9\u696d\u52d9\u5718\u968a\u805a\u7126\u76ee\u6a19\u5e02\u5834\uff0c\u5be6\u73fe\u66f4\u9ad8\u7684\u92b7\u552e\u8f49\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E5%80%8B%E6%80%A7%E5%8C%96%E8%B3%BC%E7%89%A9%E9%AB%94%E9%A9%97\"><\/span><strong>\u4e09\u3001\u500b\u6027\u5316\u8cfc\u7269\u9ad4\u9a57<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG \u9a45\u52d5\u7684\u96f6\u552e\u63a8\u85a6\u7cfb\u7d71\u53ef\u4ee5\u5f9e\u641c\u5c0b\u5f15\u64ce\u3001\u793e\u4ea4\u5a92\u9ad4\uff08\u5982 X\uff0c\u524d\u8eab\u70ba Twitter\uff09\u7b49\u5373\u6642\u4f86\u6e90\u4e2d\u8490\u96c6\u5ba2\u6236\u559c\u597d\u548c\u5e02\u5834\u8da8\u52e2\u3002\u900f\u904e\u9019\u7a2e\u65b9\u5f0f\uff0c\u96f6\u552e\u5546\u53ef\u4ee5\u5373\u6642\u70ba\u6bcf\u4f4d\u8cfc\u7269\u8005\u63d0\u4f9b\u500b\u4eba\u5316\u7684\u7522\u54c1\u5efa\u8b70\u3002\u4f8b\u5982\uff0c\u4e00\u4f4d\u7528\u6236\u5728\u641c\u5c0b\u67d0\u985e\u5546\u54c1\u6642\uff0c\u7cfb\u7d71\u6839\u64da\u5176\u6b77\u53f2\u700f\u89bd\u8a18\u9304\u548c\u5373\u6642\u5e02\u5834\u6578\u64da\uff0c\u63d0\u4f9b\u66f4\u7b26\u5408\u5176\u9700\u6c42\u7684\u7522\u54c1\u63a8\u85a6\uff0c\u589e\u52a0\u9867\u5ba2\u6eff\u610f\u5ea6\u4e26\u63d0\u9ad8\u92b7\u552e\u8f49\u5316\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E9%A0%90%E6%B8%AC%E6%80%A7%E8%A3%BD%E9%80%A0%E7%B6%AD%E8%AD%B7\"><\/span><strong>\u56db\u3001\u9810\u6e2c\u6027\u88fd\u9020\u7dad\u8b77<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728\u88fd\u9020\u696d\uff0cRAG \u7528\u65bc\u7570\u5e38\u5075\u6e2c\u7cfb\u7d71\u80fd\u7d50\u5408\u6b77\u53f2\u6027\u80fd\u6578\u64da\u3001\u8a2d\u5099\u8cc7\u6599\u53ca\u5373\u6642\u611f\u61c9\u5668\u6578\u64da\uff0c\u6e96\u78ba\u8b58\u5225\u8a2d\u5099\u7684\u7570\u5e38\u8de1\u8c61\u3002\u4f8b\u5982\uff0c\u88fd\u9020\u5546\u53ef\u4ee5\u4f7f\u7528 RAG \u9a45\u52d5\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u6aa2\u6e2c\u751f\u7522\u7dda\u8a2d\u5099\u7684\u904b\u884c\u901f\u5ea6\u548c\u7cbe\u78ba\u5ea6\u7684\u7d30\u5fae\u8b8a\u5316\uff0c\u63d0\u524d\u9810\u6e2c\u548c\u89e3\u6c7a\u53ef\u80fd\u7684\u6545\u969c\uff0c\u5f9e\u800c\u907f\u514d\u505c\u6a5f\uff0c\u63d0\u5347\u751f\u7522\u6548\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E9%87%91%E8%9E%8D%E6%9C%8D%E5%8B%99%E6%A5%AD%E7%9A%84_AI_%E5%8A%A9%E7%90%86\"><\/span><strong>\u4e94\u3001\u91d1\u878d\u670d\u52d9\u696d\u7684 AI \u52a9\u7406<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u91d1\u878d\u6a5f\u69cb\u63a1\u7528 RAG \u9a45\u52d5\u7684 AI \u52a9\u7406\uff0c\u80fd\u5920\u7d9c\u5408\u5373\u6642\u5e02\u5834\u8da8\u52e2\u548c\u6cd5\u898f\u8981\u6c42\uff0c\u70ba\u4f7f\u7528\u8005\u63d0\u4f9b\u500b\u6027\u5316\u7684\u8ca1\u52d9\u5efa\u8b70\u3002\u4f8b\u5982\uff0c\u5ba2\u6236\u8a62\u554f\u6295\u8cc7\u7b56\u7565\u6642\uff0cAI \u52a9\u7406\u53ef\u4ee5\u5373\u6642\u5206\u6790\u7576\u524d\u5e02\u5834\u6578\u64da\u4e26\u7d50\u5408\u6700\u65b0\u6cd5\u898f\uff0c\u63d0\u4f9b\u7b26\u5408\u5408\u898f\u8981\u6c42\u7684\u5efa\u8b70\uff0c\u5e6b\u52a9\u5ba2\u6236\u505a\u51fa\u660e\u667a\u7684\u8ca1\u52d9\u6c7a\u7b56\uff0c\u4e26\u6709\u6548\u7ba1\u7406\u98a8\u96aa\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BC%81%E6%A5%AD%E5%B0%8E%E5%85%A5_RAG_%E6%8A%80%E8%A1%93%E7%9A%84%E6%8C%91%E6%88%B0\"><\/span><strong>\u4f01\u696d\u5c0e\u5165 RAG \u6280\u8853\u7684\u6311\u6230<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4f01\u696d\u5c0e\u5165 RAG \u6280\u8853\u9762\u81e8\u8457\u591a\u9805\u6311\u6230\uff0c\u9019\u4e9b\u6311\u6230\u4e0d\u50c5\u589e\u5f37\u4e86\u5be6\u65bd\u7684\u96e3\u5ea6\uff0c\u4e5f\u4f7f\u8a31\u591a\u516c\u53f8\u5c0d RAG \u63a1\u53d6\u89c0\u671b\u614b\u5ea6\u3002\u4ee5\u4e0b\u70ba\u5c0e\u5165 RAG \u6280\u8853\u7684\u4e3b\u8981\u6311\u6230\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E6%8A%80%E8%A1%93%E6%95%B4%E5%90%88%E7%9A%84%E8%A4%87%E9%9B%9C%E6%80%A7\"><\/span><strong>\u4e00\u3001\u6280\u8853\u6574\u5408\u7684\u8907\u96dc\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG \u6280\u8853\u9700\u8981\u5c07\u6aa2\u7d22\u6a21\u578b\u8207\u751f\u6210\u6a21\u578b\u9032\u884c\u6574\u5408\uff0c\u4ee5\u78ba\u4fdd\u5169\u8005\u5171\u540c\u5408\u4f5c\uff0c\u9019\u4ee3\u8868\u4f01\u696d\u5fc5\u9808\u6295\u5165\u5927\u91cf\u5de5\u7a0b\u8cc7\u6e90\u8a2d\u8a08\u3001\u6e2c\u8a66\u548c\u512a\u5316\u6574\u9ad4\u7cfb\u7d71\uff0c\u4f7f\u5176\u80fd\u5920\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u9054\u5230\u7406\u60f3\u6548\u679c\uff0c\u9019\u5c0d\u65bc\u6c92\u6709\u5c08\u9580\u7684 NLP \u5718\u968a\u6216\u6280\u8853\u80fd\u529b\u8f03\u5f31\u7684\u4f01\u696d\uff0c\u5c07\u6703\u6210\u70ba\u5c0e\u5165 RAG \u7684\u969c\u7919\u4e4b\u4e00\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u2705<strong> KDAN AI \u600e\u9ebc\u5e6b\u52a9\u4f01\u696d\uff1a<\/strong>KDAN AI \u5373\u63a1\u7528\u4e86 RAG \u6280\u8853\uff0c\u4e14\u63d0\u4f9b\u4f01\u696d\u5b89\u5168\u3001\u6a21\u7d44\u5316\u6613\u6574\u5408\u7684\u670d\u52d9\uff0c\u7b26\u5408 ISO27001 \u8207\u6b50\u76df GDPR \u898f\u7bc4\uff0c\u5c0d\u65bc\u6c92\u6709\u5c08\u9580\u7684 NLP \u5718\u968a\u6216\u6280\u8853\u80fd\u529b\u8f03\u5f31\u7684\u4f01\u696d\u800c\u8a00\uff0c\u76f4\u63a5\u5c0e\u5165 KDAN AI \u4e5f\u53ef\u4ee5\u64c1\u6709 RAG \u6280\u8853\uff0c\u6e1b\u5c11\u4f01\u696d\u5728\u6280\u8853\u6574\u5408\u8907\u96dc\u6027\u906d\u9047\u7684\u56f0\u96e3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E8%B3%87%E6%BA%90%E9%9C%80%E6%B1%82%E9%AB%98\"><\/span><strong>\u4e8c\u3001\u8cc7\u6e90\u9700\u6c42\u9ad8<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG \u4e0d\u50c5\u9700\u8981\u9f90\u5927\u7684\u8a08\u7b97\u8cc7\u6e90\u652f\u63f4\u751f\u6210\u6a21\u578b\u7684\u904b\u4f5c\uff0c\u9084\u9700\u8981\u5177\u5099\u5373\u6642\u67e5\u8a62\u548c\u8655\u7406\u5927\u6578\u64da\u7684\u80fd\u529b\u3002\u6aa2\u7d22\u6a21\u7d44\u9700\u8981\u5f9e\u5927\u578b\u6578\u64da\u5eab\u4e2d\u7372\u53d6\u6700\u65b0\u3001\u6e96\u78ba\u7684\u8cc7\u8a0a\uff0c\u4e26\u5728\u751f\u6210\u904e\u7a0b\u4e2d\u8207\u751f\u6210\u6a21\u7d44\u914d\u5408\uff0c\u4ee5\u7522\u751f\u7cbe\u78ba\u56de\u61c9\uff0c\u9019\u5c0d\u65bc\u8cc7\u6e90\u6709\u9650\u7684\u4e2d\u5c0f\u4f01\u696d\uff0c\u6216\u9810\u7b97\u53d7\u9650\u7684\u5718\u968a\u4f86\u8aaa\u662f\u96e3\u4ee5\u8ca0\u8377\u7684\uff0c\u7279\u5225\u662f\u5728\u7cfb\u7d71\u7dad\u8b77\u548c\u5347\u7d1a\u4e0a\u7684\u8cc7\u6e90\u6d88\u8017\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u2705 <strong>KDAN AI \u600e\u9ebc\u5e6b\u52a9\u4f01\u696d\uff1a<\/strong>KDAN AI \u64c1\u6709\u8c50\u5bcc\u7684\u5ba2\u6236\u7d93\u9a57\u3001\u5c08\u696d\u7684\u6280\u8853\u5718\u968a\uff0c\u4ee5\u53ca\u591a\u5143\u7684\u670d\u52d9\u9818\u57df\uff0c\u4f01\u696d\u82e5\u76f4\u63a5\u5c0e\u5165 KDAN AI \u670d\u52d9\uff0c\u5373\u53ef\u64c1\u6709\u63a1\u7528 RAG \u6280\u8853\u4e14\u5b8c\u5584\u8a13\u7df4\u5f8c\u7684 AI \u5de5\u5177\uff0c\u6eff\u8db3\u4f01\u696d\u9700\u6c42\u7684\u540c\u6642\uff0c\u4e5f\u53ef\u4ee5\u6e1b\u5c11\u4f01\u696d\u53ef\u80fd\u906d\u9047\u7684\u7cfb\u7d71\u7dad\u8b77\u3001\u5347\u7d1a\u6210\u672c\u7b49\u9700\u6c42\u904e\u9ad8\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E5%B8%82%E5%A0%B4%E8%AA%8D%E7%9F%A5%E5%BA%A6%E5%92%8C%E6%8A%80%E8%A1%93%E6%95%99%E8%82%B2%E4%B8%8D%E8%B6%B3\"><\/span><strong>\u4e09\u3001\u5e02\u5834\u8a8d\u77e5\u5ea6\u548c\u6280\u8853\u6559\u80b2\u4e0d\u8db3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG \u4f5c\u70ba\u4e00\u9805\u8f03\u65b0\u7684\u6280\u8853\uff0c\u4ecd\u672a\u5728\u5e02\u5834\u4e0a\u5ee3\u6cdb\u666e\u53ca\uff0c\u8a31\u591a\u4f01\u696d\u548c\u6280\u8853\u4eba\u54e1\u5c0d RAG \u7684\u4e86\u89e3\u4ecd\u5341\u5206\u6709\u9650\uff0c\u751a\u81f3\u4e0d\u77e5\u9053\u5982\u4f55\u958b\u59cb\u5be6\u65bd\u3002\u6b64\u5916\uff0c\u5c0e\u5165 RAG \u6703\u9700\u8981\u76f8\u61c9\u7684\u6280\u8853\u6559\u80b2\u548c\u5e02\u5834\u63a8\u5ee3\uff0c\u8b93\u66f4\u591a\u4f01\u696d\u610f\u8b58\u5230 RAG \u7684\u6f5b\u529b\u548c\u9069\u7528\u5834\u666f\uff0c\u800c\u9019\u7a2e\u6559\u80b2\u904e\u7a0b\u4e5f\u9700\u8981\u6642\u9593\uff0c\u4e5f\u9032\u4e00\u6b65\u5f71\u97ff\u4e86 RAG \u7684\u666e\u53ca\u901f\u5ea6\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u2705 <strong>KDAN AI \u600e\u9ebc\u5e6b\u52a9\u4f01\u696d\uff1a<\/strong>KDAN AI \u64c1\u6709\u5c08\u696d\u7684\u6280\u8853\u5718\u968a\u8207\u8c50\u5bcc\u7684\u5ba2\u6236\u7d93\u9a57\uff0c\u4e14\u670d\u52d9\u4e2d\u5373\u63a1\u7528\u4e86 RAG \u6280\u8853\uff0c\u53ef\u4ee5\u5e6b\u52a9\u5c0e\u5165 KDAN AI \u7684\u4f01\u696d\u5ba2\u6236\u5373\u4fbf\u5728\u4e0d\u719f\u6089 RAG \u6280\u8853\u7684\u72c0\u6cc1\u4e0b\uff0c\u4e5f\u80fd\u5feb\u901f\u900f\u904e\u5df2\u63a1\u7528 RAG \u6280\u8853\u7684 AI \u670d\u52d9\u5f97\u5230\u7cbe\u6e96\u7684\u5206\u6790\u8207 AI \u56de\u8986\uff0c\u6e1b\u5c11\u4f01\u696d\u5728 RAG \u5c0e\u5165\u521d\u671f\u5e02\u5834\u8a8d\u77e5\u5ea6\u8207\u6559\u80b2\u8a13\u7df4\u5c1a\u4e0d\u8db3\u7684\u963b\u7919\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>KDAN AI\u904b\u7528RAG\u63d0\u5347AI\u6e96\u78ba\u5ea6\uff0c\u5e36\u9818\u4f01\u696d\u5275\u9020\u5546\u696d\u50f9\u503c<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40.jpg?resize=768%2C375&#038;ssl=1\" alt=\"KDAN AI \u9a45\u52d5\u60a8\u7684\u5546\u696d\u6d1e\u5bdf\" class=\"wp-image-466138\" width=\"768\" height=\"375\" srcset=\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=1024%2C500&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=300%2C147&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=768%2C375&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=1536%2C751&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=2048%2C1001&amp;ssl=1 2048w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?resize=1200%2C586&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/%E6%88%AA%E5%9C%96-2024-10-28-%E4%B8%8B%E5%8D%881.45.40-scaled.jpg?w=2520&amp;ssl=1 2520w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1a KDAN AI \u7db2\u9801<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>RAG \u6280\u8853\u70ba AI \u61c9\u7528\u7684\u767c\u5c55\u958b\u5275\u4e86\u65b0\u7684\u65b9\u5411\u3002\u900f\u904e\u7d50\u5408\u6aa2\u7d22\u548c\u751f\u6210\uff0cRAG \u4e0d\u50c5\u63d0\u9ad8\u4e86\u751f\u6210\u5167\u5bb9\u7684\u6e96\u78ba\u6027\uff0c\u9084\u8b93 AI \u7cfb\u7d71\u7684\u56de\u61c9\u66f4\u7b26\u5408\u771f\u5be6\u9700\u6c42\uff0c\u800c\u96a8\u8457 RAG \u6280\u8853\u4e0d\u65b7\u512a\u5316\u548c\u61c9\u7528\u7bc4\u570d\u7684\u64f4\u5927\uff0cRAG \u5c07\u6210\u70ba AI \u61c9\u7528\u4e2d\u7684\u6838\u5fc3\u6280\u8853\uff0c\u5c0d\u65bc\u9700\u8981\u9ad8\u7cbe\u6e96\u6578\u64da\u652f\u6301\u7684\u4f01\u696d\u800c\u8a00\uff0c\u5c0e\u5165 RAG \u6280\u8853\u7121\u7591\u662f\u63d0\u5347\u7af6\u722d\u529b\u7684\u6709\u6548\u624b\u6bb5\u3002KDAN AI \u4e5f\u6574\u5408\u4e86 RAG \u6280\u8853\uff0c\u900f\u904e RAG \u70ba\u4f01\u696d\u63d0\u4f9b\u66f4\u7cbe\u6e96\u3001\u5c08\u696d\u7684\u9810\u6e2c\u5206\u6790\u8207\u5831\u544a\uff0c\u8b93\u4f01\u696d\u53ef\u4ee5\u4f9d\u6b64\u66f4\u6709\u6548\u7387\u4e14\u7cbe\u78ba\u5730\u4f5c\u51fa\u6c7a\u7b56\uff0c\u9032\u800c\u63d0\u5347\u5546\u696d\u50f9\u503c\u3002\u82e5\u4f01\u696d\u5c0d\u65bc KDAN AI \u66f4\u8a73\u7d30\u7684\u8aaa\u660e\u8207\u670d\u52d9\u5167\u5bb9\u6709\u8208\u8da3\uff0c\u6b61\u8fce\u81f3<a href=\"https:\/\/www.kdan.com\/zh-tw\/kdan-ai\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b98\u7db2\u700f\u89bd KDAN AI \u670d\u52d9<\/a>\uff0c\u6216\u662f<a href=\"https:\/\/www.linkedin.com\/company\/kdan-mobile-software-ltd-\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8ffd\u8e64\u6211\u5011\u7684 LinkedIn<\/a>\uff0c\u4e86\u89e3\u66f4\u591a\u95dc\u65bc KDAN AI \u7684\u6700\u65b0\u8cc7\u8a0a\uff01<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"cta-block_e04d217331189d9bc3110d0901737062\" class=\"cta-container theme-kdan1\">\n    <div class=\"cta-image\" style=\"background-image:url(https:\/\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/05\/KDAN-AI.png);\">\n    <\/div>\n    <div class=\"cta-content\">\n       <h3 class=\"cta-title\">KDAN AI<\/h3>\n       <p class=\"cta-desc\">\u4e86\u89e3KDAN AI\u5982\u4f55\u5354\u52a9\u4f01\u696d\u7cbe\u6e96\u638c\u63e1\u6587\u4ef6\u8cc7\u8a0a\u548c\u6578\u64da\u50f9\u503c\uff0c\u4fc3\u9032\u5546\u52d9\u6210\u9577\r\n<\/p>\n       <a class=\"cta-link\" href=\"https:\/\/www.kdan.com\/zh-tw\/kdan-ai\" target=\"_blank\">\u4e86\u89e3\u66f4\u591a<\/a>\n    <\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u7684\u5feb\u901f\u767c\u5c55\uff0c\u5982\u4f55\u63d0\u5347\u751f\u6210\u6a21\u578b\u7684\u6e96\u78ba\u6027\u548c\u53ef\u9760\u6027\u6210\u70ba\u4e86\u6280\u8853\u9818\u57df\u5341\u5206\u91cd\u8996\u7684\u8b70\u984c\u3002\u800c\u5176\u4e2d\uff0c\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u5177\u6709\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u80fd\u529b\uff0c\u7d93\u5e38\u88ab\u7528\u65bc\u8a31\u591a\u4eba\u5de5\u667a\u6167\u61c9\u7528\u4e2d\uff0c\u7136\u800c\uff0c\u5728\u5177\u6709\u8a31\u591a\u512a\u9ede\u7684\u540c\u6642\uff0cLLMs \u537b\u4e5f\u5177\u5099\u4e86\u8a31\u591a\u9650\u5236\uff0c\u300c\u589e\u5f37\u6aa2\u7d22\u751f\u6210\u300d\uff08Retrieval-Augmented Generation, RAG\uff09\u6280\u8853\u4fbf\u56e0\u6b64\u800c\u8a95\u751f\uff0c\u4e26\u7d50\u5408\u4e86\u6aa2\u7d22\u8207\u751f\u6210\u529f\u80fd\uff0c\u5354\u52a9\u89e3\u6c7a\u76ee\u524d LLMs \u6240\u9047\u5230\u7684\u8a31\u591a\u4fb7\u9650\u3002<\/p>\n","protected":false},"author":5,"featured_media":466154,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[290],"tags":[518],"class_list":["post-466130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-about","tag-kdan-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4ec0\u9ebc\u662f 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property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ec0\u9ebc\u662f RAG\uff1f\u4e94\u5206\u9418\u89e3\u6790 RAG \u589e\u5f37\u6aa2\u7d22\u751f\u6210\u6a21\u578b\u53ca\u5982\u4f55\u63d0\u5347\u4f01\u696d\u6548\u7387\" \/>\n<meta property=\"og:description\" content=\"RAG\uff08Retrieval-Augmented Generation\uff0c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u662f\u4e00\u9805\u878d\u5408\u6aa2\u7d22\u8207\u751f\u6210\u7684\u6280\u8853\uff0c\u76ee\u7684\u70ba\u63d0\u5347\u751f\u6210\u5f0f AI \u7684\u6e96\u78ba\u6027\u548c\u53ef\u9760\u5ea6\u3002\u672c\u6587\u5c07\u8a73\u7d30\u63a2\u8a0e RAG \u7684\u6982\u5ff5\u8207\u904b\u4f5c\u65b9\u5f0f\u3001\u61c9\u7528\u5834\u666f\u53ca\u672a\u4f86\u767c\u5c55\uff0c\u4e26\u8aaa\u660e\u9019\u9805\u6280\u8853\u5982\u4f55\u5728\u4e0d\u540c\u9818\u57df\u63a8\u52d5 AI \u7684\u61c9\u7528\u3002\" \/>\n<meta property=\"og:url\" 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