{"id":498697,"date":"2025-08-08T20:13:40","date_gmt":"2025-08-08T12:13:40","guid":{"rendered":"https:\/\/www.kdan.com\/zh-tw\/blog\/?p=498697"},"modified":"2025-08-08T20:13:41","modified_gmt":"2025-08-08T12:13:41","slug":"what-is-llm","status":"publish","type":"post","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/","title":{"rendered":"<strong>\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f<\/strong>"},"content":{"rendered":"\n<p>\u6839\u64da AIM Research \u7684<a href=\"https:\/\/aimresearch.co\/generative-ai\/what-does-aim-research-predict-for-the-future-of-generative-ai-use\" target=\"_blank\" rel=\"noreferrer noopener\">\u6700\u65b0\u6578\u64da<\/a>\uff0c\u81f3 2024 \u5e74\u5e95\uff0c40% \u7684\u4f01\u696d\u61c9\u7528\u5c07\u6574\u5408\u5c0d\u8a71\u5f0f AI\u200b\uff0c\u4e26\u5728 2030 \u5e74\u6642\u9054\u5230 70% \u7684\u5373\u6642\u8f38\u51fa\uff0c\u800c\u5728\u5c0d\u8a71\u5f0f AI \u4e2d\uff0cLLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5373\u662f\u975e\u5e38\u91cd\u8981\u7684\u5176\u4e2d\u4e00\u74b0\u3002\u6b64\u5916\uff0c\u5728\u6210\u672c\u65b9\u9762\uff0cOpenAI \u548c Anthropic \u7b49\u4e3b\u8981\u4f01\u696d\u4e5f\u5df2\u7d93\u958b\u59cb\u5927\u5e45\u964d\u4f4e\u6a21\u578b\u8a13\u7df4\u548c\u904b\u884c\u6210\u672c\uff0c\u9019\u4e00\u8da8\u52e2\u8b93 LLM \u6280\u8853\u5c0d\u66f4\u591a\u4f01\u696d\u8b8a\u5f97\u66f4\u5bb9\u6613\u53d6\u5f97\u200b\u3002\u9019\u6a23\u7684\u767c\u5c55\u5e36\u4f86\u4e86\u8a31\u591a\u6a5f\u6703\uff0c\u4f01\u696d\u53ef\u4ee5\u5229\u7528 AI \u6280\u8853\u4f86\u5be6\u73fe\u66f4\u6709\u6548\u7387\u7684\u71df\u904b\u3001\u5ba2\u88fd\u5316\u7684\u670d\u52d9\u548c\u5275\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<!--more-->\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\u4eca\u5e74\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\u904b\u7528 LLM \u6280\u8853\uff0c\u63a8\u51fa AI Chatbot \u670d\u52d9\uff0c\u5e6b\u52a9\u4f01\u696d\u5728\u904b\u7528 AI \u6642\uff0c\u80fd\u5920\u5373\u6642\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 LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u7b49\uff0c\u5e6b\u52a9\u4f01\u696d\u4e86\u89e3 LLM \u53ef\u4ee5\u5982\u4f55\u5e6b\u52a9\u4f01\u696d\u63d0\u9ad8\u5546\u696d\u50f9\u503c\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 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\" >LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u662f\u4ec0\u9ebc\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E5%84%AA%E9%BB%9E%E8%88%87%E9%87%8D%E8%A6%81%E6%80%A7\" >LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u512a\u9ede\u8207\u91cd\u8981\u6027<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%A4%9A%E5%8A%9F%E8%83%BD%E6%80%A7%E8%88%87%E6%87%89%E7%94%A8%E5%BB%A3%E6%B3%9B\" >\u591a\u529f\u80fd\u6027\u8207\u61c9\u7528\u5ee3\u6cdb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%94%AF%E6%9F%B1\" >\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u652f\u67f1<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%A6%82%E4%BD%95%E9%81%8B%E4%BD%9C%EF%BC%9F\" >LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5982\u4f55\u904b\u4f5c\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9C%89%E5%93%AA%E4%BA%9B%E5%AF%A6%E9%9A%9B%E5%95%86%E6%A5%AD%E6%83%85%E5%A2%83%EF%BC%9F\" >LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u6709\u54ea\u4e9b\u5be6\u969b\u5546\u696d\u60c5\u5883\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%85%A7%E5%AE%B9%E7%94%9F%E6%88%90\" >\u5167\u5bb9\u751f\u6210<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%AE%A2%E6%88%B6%E6%9C%8D%E5%8B%99%E8%88%87%E6%99%BA%E6%85%A7%E5%AE%A2%E6%9C%8D\" >\u5ba2\u6236\u670d\u52d9\u8207\u667a\u6167\u5ba2\u670d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E7%A8%8B%E5%BC%8F%E7%A2%BC%E7%94%9F%E6%88%90\" >\u7a0b\u5f0f\u78bc\u751f\u6210<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%88%86%E9%A1%9E%E8%88%87%E8%B3%87%E8%A8%8A%E6%93%B7%E5%8F%96\" >\u5206\u985e\u8207\u8cc7\u8a0a\u64f7\u53d6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9C%89%E5%93%AA%E4%BA%9B%E7%BC%BA%E9%BB%9E%EF%BC%9F%E5%9B%A0%E6%87%89%E6%96%B9%E5%BC%8F%E7%82%BA%E4%BD%95%EF%BC%9F\" >LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u6709\u54ea\u4e9b\u7f3a\u9ede\uff1f\u56e0\u61c9\u65b9\u5f0f\u70ba\u4f55\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%B9%BB%E8%A6%BA%E7%8F%BE%E8%B1%A1\" >\u5e7b\u89ba\u73fe\u8c61<\/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\/what-is-llm\/#%E6%9B%B4%E6%96%B0%E6%99%82%E6%95%88%E6%80%A7\" >\u66f4\u65b0\u6642\u6548\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E5%AE%89%E5%85%A8%E6%80%A7%E8%80%83%E9%87%8F\" >\u5b89\u5168\u6027\u8003\u91cf<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#%E7%9B%AE%E5%89%8D%E6%9C%89%E5%93%AA%E4%BA%9B_LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%EF%BC%9F\" >\u76ee\u524d\u6709\u54ea\u4e9b LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#GPT-35\" >GPT-3.5<\/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\/what-is-llm\/#GPT-4\" >GPT-4<\/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\/what-is-llm\/#Gemini\" >Gemini<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span><strong>LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u662f\u4ec0\u9ebc\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002\u9019\u4e9b\u6a21\u578b\u57fa\u65bc\u5927\u91cf\u7684\u6587\u4ef6\u8207\u6578\u64da\u9032\u884c\u8a13\u7df4\uff0c\u900f\u904e\u6a21\u4eff\u4eba\u985e\u7684\u8a9e\u8a00\u6a21\u5f0f\uff0c\u5b78\u7fd2\u5982\u4f55\u8b58\u5225\u3001\u89e3\u91cb\u3001\u4e26\u751f\u6210\u9023\u8cab\u7684\u6587\u5b57\u5167\u5bb9\u3002LLM \u63a1\u7528\u8f49\u63db\u5668\u67b6\u69cb\uff08Transformer\uff09\uff0c\u9019\u7a2e\u67b6\u69cb\u7531\u7de8\u78bc\u5668\u548c\u89e3\u78bc\u5668\u7d44\u6210\uff0c\u5141\u8a31\u6a21\u578b\u540c\u6642\u8655\u7406\u6574\u4efd\u6587\u4ef6\u800c\u975e\u9010\u5b57\u8655\u7406\uff0c\u9032\u800c\u63d0\u5347\u4e86\u8a13\u7df4\u6548\u7387\u8207\u6a21\u578b\u7684\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u3002\u800c\u96a8\u8457 LLM \u7684\u9032\u6b65\uff0c\u5b83\u5011\u4e5f\u9010\u6f38\u80fd\u5920\u57f7\u884c\u591a\u6a23\u5316\u7684\u4efb\u52d9\uff0c\u5305\u62ec\u8a9e\u8a00\u7ffb\u8b6f\u3001\u554f\u7b54\u3001\u6587\u6848\u751f\u6210\u7b49\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E5%84%AA%E9%BB%9E%E8%88%87%E9%87%8D%E8%A6%81%E6%80%A7\"><\/span><strong>LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u512a\u9ede\u8207\u91cd\u8981\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u5177\u5099\u591a\u7a2e\u512a\u52e2\uff0c\u4f7f\u5176\u5728\u4eba\u5de5\u667a\u6167\u548c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u9818\u57df\u4e2d\u4f54\u64da\u91cd\u8981\u5730\u4f4d\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%9A%E5%8A%9F%E8%83%BD%E6%80%A7%E8%88%87%E6%87%89%E7%94%A8%E5%BB%A3%E6%B3%9B\"><\/span><strong>\u591a\u529f\u80fd\u6027\u8207\u61c9\u7528\u5ee3\u6cdb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM \u7684\u9748\u6d3b\u6027\u4f7f\u5176\u80fd\u5920\u61c9\u5c0d\u5404\u985e\u8a9e\u8a00\u76f8\u95dc\u7684\u4efb\u52d9\uff0c\u4f8b\u5982\u56de\u7b54\u554f\u984c\u3001\u7ffb\u8b6f\u3001\u7e3d\u7d50\u548c\u53e5\u5b50\u88dc\u5168\u7b49\u3002\u9019\u7a2e\u591a\u529f\u80fd\u6027\u8b93 LLM \u80fd\u5920\u70ba\u5167\u5bb9\u5275\u4f5c\u3001\u5ba2\u6236\u670d\u52d9\u3001\u6559\u80b2\u7b49\u9818\u57df\u63d0\u4f9b\u652f\u63f4\uff0c\u540c\u6642\u6539\u8b8a\u4eba\u5011\u8207\u641c\u5c0b\u5f15\u64ce\u53ca\u865b\u64ec\u52a9\u7406\u7684\u4e92\u52d5\u65b9\u5f0f\u200b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E7%9A%84%E6%94%AF%E6%9F%B1\"><\/span><strong>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u652f\u67f1<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM \u7684\u751f\u6210\u80fd\u529b\u4f7f\u5176\u80fd\u5920\u6839\u64da\u5c11\u91cf\u63d0\u793a\u751f\u6210\u6d41\u66a2\u4e14\u5bcc\u6709\u5275\u610f\u7684\u5167\u5bb9\uff0c\u6210\u70ba\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\u7684\u57fa\u790e\u3002\u4f8b\u5982\uff0cOpenAI \u7684 GPT-3 \u53ca ChatGPT \u6a21\u578b\u4e0d\u50c5\u80fd\u751f\u6210\u81ea\u7136\u8a9e\u8a00\uff0c\u9084\u80fd\u8fa8\u8b58\u6578\u64da\u6a21\u5f0f\u4e26\u5be6\u73fe\u9ad8\u8cea\u91cf\u7684\u5c0d\u8a71\u751f\u6210\u200b\u9f90\u5927\u6578\u64da\u7684\u80fd\u529b\u3002\u6b64\u5916\uff0cLLM \u64c1\u6709\u6578\u5341\u5104\u751a\u81f3\u6578\u5343\u5104\u53c3\u6578\u7684\u67b6\u69cb\uff0c\u5982 GPT-3 \u64c1\u6709 1750 \u5104\u53c3\u6578\uff0cAI21 Labs \u7684 Jurassic-1 Jumbo \u5247\u6709 1780 \u5104\u53c3\u6578\uff0c\u9019\u4e9b\u53c3\u6578\u652f\u63f4 LLM \u5728\u66f4\u5927\u6578\u64da\u96c6\u4e0a\u9032\u884c\u8a13\u7df4\u548c\u61c9\u7528\uff0c\u63d0\u5347\u5176\u7406\u89e3\u548c\u751f\u6210\u8907\u96dc\u5167\u5bb9\u7684\u80fd\u529b \u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%A6%82%E4%BD%95%E9%81%8B%E4%BD%9C%EF%BC%9F\"><\/span><strong>LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5982\u4f55\u904b\u4f5c\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u904b\u4f5c\u7684\u539f\u7406\u53ef\u4ee5\u7c21\u55ae\u7406\u89e3\u70ba\uff0c\u5b83\u900f\u904e\u5927\u91cf\u7684\u8cc7\u6599\u5b78\u7fd2\u8a9e\u8a00\uff0c\u4e26\u904b\u7528\u4e00\u4e9b\u6280\u8853\u4f86\u7406\u89e3\u548c\u751f\u6210\u4eba\u985e\u8a9e\u8a00\u3002\u4ee5\u4e0b\u662f\u7c21\u5316\u7684\u89e3\u91cb\uff1a<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b57\u8a5e\u7684\u7406\u89e3\u65b9\u5f0f<\/strong>\uff1aLLM \u6703\u628a\u6bcf\u500b\u5b57\u8a5e\u8b8a\u6210\u4e00\u7a2e\u6578\u5b78\u8868\u793a\uff0c\u8b93\u6a21\u578b\u53ef\u4ee5\u77e5\u9053\u54ea\u4e9b\u5b57\u8a5e\u7684\u610f\u601d\u6bd4\u8f03\u63a5\u8fd1\u3002\u9019\u6a23\u4e00\u4f86\uff0c\u50cf\u662f\u300c\u8c93\u300d\u548c\u300c\u8c93\u79d1\u52d5\u7269\u300d\u9019\u6a23\u6709\u95dc\u806f\u7684\u8a5e\u5728\u6a21\u578b\u88e1\u4e5f\u6703\u9760\u5f97\u6bd4\u8f03\u8fd1\uff0c\u8b93\u5b83\u66f4\u5bb9\u6613\u7406\u89e3\u9019\u4e9b\u5b57\u8a5e\u4e4b\u9593\u7684\u95dc\u4fc2\u3002<\/li>\n\n\n\n<li><strong>\u8f49\u63db\u5668\u67b6\u69cb<\/strong>\uff1aLLM \u4f7f\u7528\u300c\u8f49\u63db\u5668\u300d\uff08Transformer\uff09\u9019\u500b\u67b6\u69cb\u4f86\u8655\u7406\u8a9e\u8a00\u3002\u8f49\u63db\u5668\u67b6\u69cb\u88e1\u7684\u300c\u7de8\u78bc\u5668\u300d\u90e8\u5206\u6703\u628a\u8f38\u5165\u7684\u6587\u5b57\u8f49\u6210\u6578\u5b57\uff0c\u5206\u6790\u5b57\u8a5e\u7684\u610f\u601d\u548c\u6587\u6cd5\u7d50\u69cb\uff1b\u300c\u89e3\u78bc\u5668\u300d\u5247\u6703\u7528\u5b78\u5230\u7684\u77e5\u8b58\u751f\u6210\u7b26\u5408\u4e0a\u4e0b\u6587\u7684\u6587\u5b57\u56de\u61c9\u3002<\/li>\n\n\n\n<li><strong>\u5c08\u6ce8\u65bc\u95dc\u9375\u5b57\u8a5e<\/strong>\uff1aLLM \u7684\u300c\u6ce8\u610f\u529b\u6a5f\u5236\u300d\u8b93\u5b83\u80fd\u5920\u91dd\u5c0d\u6bcf\u500b\u8f38\u5165\u7684\u4e0d\u540c\u90e8\u5206\u7d66\u4e88\u9069\u7576\u7684\u91cd\u8996\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u5982\u679c\u4f7f\u7528\u8005\u7684\u8f38\u5165\u53e5\u5b50\u63d0\u5230\u300cbank\u300d\uff0c\u6a21\u578b\u6703\u6839\u64da\u4e0a\u4e0b\u6587\u4f86\u5224\u65b7\u9019\u88e1\u7684\u300cbank\u300d\u662f\u6307\u91d1\u878d\u6a5f\u69cb\u9084\u662f\u6cb3\u5cb8\uff0c\u5f9e\u800c\u63d0\u4f9b\u66f4\u7b26\u5408\u60c5\u5883\u7684\u56de\u7b54\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9C%89%E5%93%AA%E4%BA%9B%E5%AF%A6%E9%9A%9B%E5%95%86%E6%A5%AD%E6%83%85%E5%A2%83%EF%BC%9F\"><\/span><strong>LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u6709\u54ea\u4e9b\u5be6\u969b\u5546\u696d\u60c5\u5883\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%A7%E5%AE%B9%E7%94%9F%E6%88%90\"><\/span><strong>\u5167\u5bb9\u751f\u6210<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u80fd\u5920\u751f\u6210\u8c50\u5bcc\u7684\u6587\u5b57\u5167\u5bb9\uff0c\u9069\u7528\u65bc\u884c\u92b7\u6587\u6848\u3001\u90e8\u843d\u683c\u6587\u7ae0\u3001\u793e\u4ea4\u5a92\u9ad4\u8cbc\u6587\u7b49\u3002\u8209\u4f8b\u4f86\u8aaa\uff0cGPT-3\u3001Claude \u7b49\u6a21\u578b\u53ef\u4ee5\u7522\u51fa\u6709\u689d\u7406\u7684\u5167\u5bb9\uff0c\u4e26\u80fd\u6a21\u4eff\u7279\u5b9a\u54c1\u724c\u7684\u98a8\u683c\uff0c\u63d0\u5347\u6587\u6848\u7684\u5438\u5f15\u529b\u8207\u54c1\u724c\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%A2%E6%88%B6%E6%9C%8D%E5%8B%99%E8%88%87%E6%99%BA%E6%85%A7%E5%AE%A2%E6%9C%8D\"><\/span><strong>\u5ba2\u6236\u670d\u52d9\u8207\u667a\u6167\u5ba2\u670d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM \u53ef\u7528\u65bc\u5373\u6642\u89e3\u7b54\u9867\u5ba2\u554f\u984c\uff0c\u900f\u904e\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u63d0\u4f9b\u667a\u80fd\u5316\u5ba2\u6236\u670d\u52d9\u3002\u4f8b\u5982\uff0c\u7d50\u5408<a href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853<\/a>\u7684\u5ba2\u670d\u7cfb\u7d71\u80fd\u5feb\u901f\u5f9e\u77e5\u8b58\u5eab\u4e2d\u627e\u51fa\u7b54\u6848\uff0c\u50cf\u662f<a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"> Google Gemini <\/a>\u5c31\u88ab\u5ee3\u6cdb\u7528\u65bc\u81ea\u52a9\u670d\u52d9\u5e73\u53f0\u4e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%A8%8B%E5%BC%8F%E7%A2%BC%E7%94%9F%E6%88%90\"><\/span><strong>\u7a0b\u5f0f\u78bc\u751f\u6210<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u958b\u767c\u4eba\u54e1\u53ef\u5229\u7528 LLM \u4f86\u81ea\u52d5\u7522\u751f\u7a0b\u5f0f\u78bc\uff0c\u6e1b\u5c11\u624b\u52d5\u7de8\u5beb\u6642\u9593\u3002\u4f8b\u5982\uff0c<a href=\"https:\/\/github.com\/features\/copilot\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">GitHub Copilot<\/a> \u80fd\u6839\u64da\u958b\u767c\u4eba\u54e1\u7684\u63d0\u793a\u751f\u6210\u7a0b\u5f0f\u78bc\u7247\u6bb5\uff0c\u4e26\u652f\u63f4\u591a\u7a2e\u7a0b\u5f0f\u8a9e\u8a00\uff0c\u986f\u8457\u63d0\u5347\u958b\u767c\u6548\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%88%86%E9%A1%9E%E8%88%87%E8%B3%87%E8%A8%8A%E6%93%B7%E5%8F%96\"><\/span><strong>\u5206\u985e\u8207\u8cc7\u8a0a\u64f7\u53d6<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM \u53ef\u4ee5\u6709\u6548\u5730\u5c07\u5927\u91cf\u7684\u6587\u4ef6\u8cc7\u6599\u4f9d\u64da\u5176\u8a9e\u610f\u9032\u884c\u5206\u985e\uff0c\u4e26\u5f9e\u4e2d\u63d0\u53d6\u51fa\u95dc\u9375\u8a0a\u606f\u3002\u4f8b\u5982\uff0c\u5728\u5e02\u5834\u8abf\u67e5\u4e2d\uff0cLLM \u53ef\u81ea\u52d5\u5c07\u9867\u5ba2\u56de\u61c9\u5206\u985e\u70ba\u300c\u7a4d\u6975\u300d\u6216\u300c\u8ca0\u9762\u300d\uff0c\u5354\u52a9\u4f01\u696d\u9032\u884c\u66f4\u6df1\u5165\u7684\u6578\u64da\u5206\u6790\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9C%89%E5%93%AA%E4%BA%9B%E7%BC%BA%E9%BB%9E%EF%BC%9F%E5%9B%A0%E6%87%89%E6%96%B9%E5%BC%8F%E7%82%BA%E4%BD%95%EF%BC%9F\"><\/span><strong>LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u6709\u54ea\u4e9b\u7f3a\u9ede\uff1f\u56e0\u61c9\u65b9\u5f0f\u70ba\u4f55\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B9%BB%E8%A6%BA%E7%8F%BE%E8%B1%A1\"><\/span><strong>\u5e7b\u89ba\u73fe\u8c61<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u5b58\u5728\u300c\u5e7b\u89ba\u300d\u73fe\u8c61\uff0c\u5373\u5728\u7121\u6cd5\u7cbe\u78ba\u56de\u7b54\u6642\uff0c\u751f\u6210\u7684\u56de\u61c9\u96d6\u7136\u8868\u9762\u4e0a\u770b\u4f3c\u5408\u7406\uff0c\u4f46\u5be6\u969b\u4e0a\u4e26\u4e0d\u6b63\u78ba\u3002\u9019\u662f\u56e0\u70ba LLM \u4e3b\u8981\u6839\u64da\u8a9e\u8a00\u898f\u5247\u8207\u8a13\u7df4\u6578\u64da\u751f\u6210\u56de\u61c9\uff0c\u4e26\u672a\u771f\u6b63\u7406\u89e3\u554f\u984c\u7684\u5167\u6db5\u3002\u56e0\u6b64\uff0cLLM \u5728\u9762\u5c0d\u672a\u77e5\u6216\u6a21\u7cca\u60c5\u5883\u6642\uff0c\u53ef\u80fd\u6703\u4fe1\u5fc3\u5341\u8db3\u5730\u7d66\u51fa\u932f\u8aa4\u7b54\u6848\uff0c\u5bb9\u6613\u5f15\u8d77\u4f7f\u7528\u8005\u7684\u6df7\u6dc6\u6216\u8aa4\u5c0e\u200b\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u70ba\u89e3\u6c7a\u6b64\u554f\u984c\uff0c<a href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853<\/a>\u6210\u70ba\u4e86\u91cd\u8981\u7684\u89e3\u6c7a\u65b9\u6848\u3002RAG \u900f\u904e\u5916\u90e8\u9a57\u8b49\u6a5f\u5236\uff0c\u5728\u751f\u6210\u56de\u61c9\u524d\u5148\u5f9e\u6b0a\u5a01\u6578\u64da\u4f86\u6e90\u4e2d\u6aa2\u7d22\u76f8\u95dc\u8cc7\u8a0a\uff0c\u4f7f\u751f\u6210\u6a21\u578b\u80fd\u5920\u53c3\u8003\u9019\u4e9b\u6e96\u78ba\u7684\u77e5\u8b58\uff0c\u5f9e\u800c\u6e1b\u5c11\u5e7b\u89ba\u73fe\u8c61\uff0c\u63d0\u5347\u7b54\u6848\u7684\u53ef\u4fe1\u5ea6\u200b\u3002\u8209\u4f8b\u800c\u8a00\uff0c<a href=\"https:\/\/www.kdan.com\/zh-tw\/kdan-ai\" target=\"_blank\" rel=\"noreferrer noopener\">KDAN AI <\/a>\u5373\u63a1\u7528\u4e86 RAG \u6280\u8853\u4f86\u5e6b\u52a9\u4f01\u696d\u514b\u670d\u6b64\u9650\u5236\uff0c\u900f\u904e\u5f15\u5165\u6b0a\u5a01\u77e5\u8b58\u5eab\uff0cKDAN AI \u53ef\u4ee5\u5728\u751f\u6210\u7b54\u6848\u4e4b\u524d\u53ef\u4ee5\u81ea\u52d5\u67e5\u8a62\uff0c\u4e26\u6574\u5408\u5373\u6642\u66f4\u65b0\u7684\u5916\u90e8\u6578\u64da\uff0c\u78ba\u4fdd\u56de\u61c9\u7684\u6b63\u78ba\u6027\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u66f4\u53ef\u9760\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9B%B4%E6%96%B0%E6%99%82%E6%95%88%E6%80%A7\"><\/span><strong>\u66f4\u65b0\u6642\u6548\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLMs \u7684\u8a13\u7df4\u6578\u64da\u901a\u5e38\u6709\u56fa\u5b9a\u7684\u622a\u6b62\u65e5\u671f\uff0c\u56e0\u6b64\u5728\u9762\u5c0d\u6700\u65b0\u7684\u7522\u54c1\u8cc7\u8a0a\u3001\u653f\u7b56\u8b8a\u52d5\u6216\u5e02\u5834\u52d5\u614b\u6642\uff0c\u6a21\u578b\u53ef\u80fd\u6703\u56e0\u8a13\u7df4\u8cc7\u6599\u904e\u6642\u800c\u7121\u6cd5\u63d0\u4f9b\u6e96\u78ba\u56de\u61c9\u3002\u9019\u5728\u5feb\u901f\u8b8a\u52d5\u7684\u5546\u696d\u74b0\u5883\u4e2d\u5c24\u70ba\u660e\u986f\uff0c\u5c0e\u81f4\u56de\u61c9\u5167\u5bb9\u7684\u6642\u6548\u6027\u4e0d\u8db3\uff0c\u9032\u800c\u589e\u52a0\u8aa4\u5c0e\u98a8\u96aa\u200b\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u70ba\u4e86\u89e3\u6c7a\u6b64\u554f\u984c\uff0c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853\u4e5f\u662f\u4e00\u7a2e\u6709\u6548\u7684\u65b9\u6cd5\u3002RAG \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\u57fa\u65bc\u6700\u65b0\u7684\u8cc7\u8a0a\u751f\u6210\u56de\u61c9\u3002\u9019\u6a23\u7684\u8a2d\u8a08\u53ef\u5e6b\u52a9 LLM \u7372\u53d6\u8a13\u7df4\u5f8c\u7684\u6700\u65b0\u77e5\u8b58\uff0c\u70ba\u4f7f\u7528\u8005\u63d0\u4f9b\u53ca\u6642\u4e14\u6e96\u78ba\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%89%E5%85%A8%E6%80%A7%E8%80%83%E9%87%8F\"><\/span><strong>\u5b89\u5168\u6027\u8003\u91cf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7531\u65bc LLM \u4e26\u975e\u5c08\u70ba\u5b89\u5168\u5b58\u5132\u8a2d\u8a08\uff0c\u56e0\u6b64\u53ef\u80fd\u7121\u6cd5\u59a5\u5584\u8655\u7406\u6a5f\u5bc6\u8cc7\u6599\u3002\u8a31\u591a\u4f7f\u7528\u8005\u5c07\u5de5\u4f5c\u6587\u4ef6\u4e0a\u50b3\u81f3 LLM \u4ee5\u63d0\u9ad8\u6548\u7387\uff0c\u4f46\u6a21\u578b\u53ef\u80fd\u7121\u610f\u4e2d\u6d29\u9732\u654f\u611f\u8cc7\u8a0a\u3002\u70ba\u56e0\u61c9\u6b64\u9805\u9650\u5236\uff0c\u4f01\u696d\u5728\u6311\u9078 LLM \u6642\uff0c\u53ef\u4ee5\u7559\u610f\u8a72\u63d0\u4f9b\u670d\u52d9\u7684\u4f9b\u61c9\u5546\u662f\u5426\u7b26\u5408\u76f8\u95dc\u8cc7\u5b89\u8a8d\u8b49\uff0c\u8209\u4f8b\u800c\u8a00\uff0cKDAN \u7b26\u5408 ISO27001 \u8207\u6b50\u76df GDPR \u898f\u7bc4\uff0c\u6240\u63d0\u4f9b\u7684 KDAN AI \u670d\u52d9\u4e5f\u5728\u6b64\u898f\u7bc4\u4e0b\uff0c\u56e0\u800c\u53ef\u4ee5\u5354\u52a9\u4f01\u696d\u907f\u514d\u6b64\u9805\u7f3a\u9ede\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9B%AE%E5%89%8D%E6%9C%89%E5%93%AA%E4%BA%9B_LLM_%E5%A4%A7%E5%9E%8B%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%EF%BC%9F\"><\/span><strong>\u76ee\u524d\u6709\u54ea\u4e9b LLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u76ee\u524d\u5e02\u5834\u4e0a\u6709\u591a\u6b3e\u8457\u540d\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b (Large Language Models, LLM)\uff0c\u5404\u81ea\u5177\u5099\u4e0d\u540c\u7279\u9ede\u8207\u61c9\u7528\u5834\u666f\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6700\u53d7\u6b61\u8fce\u7684 LLM \u53ca\u5176\u4e3b\u8981\u7528\u9014\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>KDAN AI<\/strong><\/h3>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXctU1jA5jBT6cycM53F9tKXGZRrkbpvslq75Qizg8CUIQxjlIBc4R7ql6Wz2ngS5eLU89RrMVJta1pG_5Ra26vmuc6Fa4n2zcFYWp96x6ClfSb1JaqlWEMX5R_p9EdWnzkcztJC1w?key=wqV49JzvNBH9eZw-5b9eWo-K\"><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>KDAN AI \u662f\u7d50\u5408\u6578\u4f4d\u6587\u4ef6\u3001\u4f01\u696d\u5de5\u4f5c\u6d41\u7a0b\u5230\u6578\u64da\u6c7a\u7b56\u7684\u4e00\u689d\u9f8d AI \u667a\u80fd\u5316\u670d\u52d9\uff0c\u4ee5\u66f4\u5168\u9762\u4e14\u591a\u5143\u7684\u6a21\u7d44\u5316\u6280\u8853\u6574\u5408\u670d\u52d9\uff0c\u6eff\u8db3\u4f01\u696d\u4e0d\u540c\u60c5\u5883\u7684\u4f7f\u7528\u9700\u6c42\uff0c\u63d0\u5347\u4f01\u696d\u71df\u904b\u6548\u80fd\u53ca\u5546\u696d\u9644\u52a0\u50f9\u503c\u3002KDAN AI \u4e5f\u8207 KDAN \u65d7\u4e0b\u7684\u7522\u54c1 <a href=\"https:\/\/pdf-reader.kdandoc.com\/zh-tw\/kdan-ai-pdf-editor\" target=\"_blank\" rel=\"noreferrer noopener\">KDAN PDF Reader<\/a> \u7d50\u5408\uff0c\u4e26\u5229\u7528 LLM \u6a21\u578b\u8207 RAG \u6280\u8853\uff0c\u4f7f\u7528\u8005\u5c07\u53ef\u4ee5\u4f7f\u7528 KDAN AI Chatbot \u9032\u884c\u81ea\u52d5\u6587\u4ef6\u6458\u8981\u8207\u5206\u6790\uff0c\u4e26\u81ea\u52d5\u906e\u853d\u654f\u611f\u8a0a\u606f\u4ee5\u78ba\u4fdd\u6578\u64da\u5b89\u5168\uff0c\u5c07\u80fd\u5927\u5e45\u6e1b\u5c11\u4f01\u696d\u5728\u65e5\u5e38\u696d\u52d9\u4e0a\u7684\u6642\u9593\u6210\u672c\uff0c\u63d0\u9ad8\u5546\u696d\u50f9\u503c\u3002<\/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_cd1e0a0b74c414d75f298fea3d562a4c\" class=\"cta-container theme-kdan2\">\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<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GPT-35\"><\/span><strong>GPT-3.5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7531 OpenAI \u958b\u767c\uff0c\u662f\u4e00\u6b3e\u5177\u5099\u9ad8\u5ea6\u8a9e\u8a00\u751f\u6210\u80fd\u529b\u7684\u6a21\u578b\uff0c\u80fd\u5920\u7406\u89e3\u4e26\u7522\u751f\u985e\u4f3c\u4eba\u985e\u7684\u6587\u5b57\u3002\u4e3b\u8981\u61c9\u7528\u65bc\u5167\u5bb9\u5275\u5efa\u548c\u512a\u5316\uff0c\u5982\u64b0\u5beb\u5ee3\u544a\u6587\u6848\u3001\u793e\u4ea4\u5a92\u9ad4\u8cbc\u6587\u53ca\u96fb\u5b50\u90f5\u4ef6\uff0c\u9069\u5408\u884c\u92b7\u548c\u5167\u5bb9\u5275\u4f5c\u200b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GPT-4\"><\/span><strong>GPT-4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>OpenAI \u63a8\u51fa\u7684\u9ad8\u968e\u6a21\u578b\uff0c\u529f\u80fd\u5f37\u5927\u4e14\u53ef\u8207\u591a\u7a2e\u7b2c\u4e09\u65b9\u5de5\u5177\u6574\u5408\u3002GPT-4 \u7684\u61c9\u7528\u7bc4\u570d\u6db5\u84cb\u5f9e\u7db2\u7ad9\u8a2d\u8a08\u5230\u4e92\u52d5\u5167\u5bb9\u751f\u6210\u3001\u91dd\u5c0d\u6027\u5ee3\u544a\u7b49\uff0c\u9069\u5408\u9700\u8981\u591a\u529f\u80fd\u89e3\u6c7a\u65b9\u6848\u7684\u4f01\u696d\u200b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Gemini\"><\/span><strong>Gemini<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7531 Google AI \u652f\u63f4\uff0c\u5b9a\u4f4d\u70ba OpenAI \u7684\u7af6\u722d\u7522\u54c1\u3002Gemini \u7684\u7279\u9ede\u5728\u65bc\u53ef\u4ee5\u57f7\u884c\u5716\u50cf\u8b80\u53d6\u3001\u683c\u5f0f\u5316\u8cc7\u8a0a\uff0c\u4e26\u4ee5\u7d50\u69cb\u5316\u65b9\u5f0f\u56de\u7b54\u67e5\u8a62\uff0c\u9069\u5408\u9700\u8981\u8996\u89ba\u5316\u89e3\u6c7a\u65b9\u6848\u7684\u61c9\u7528\u5834\u666f\u200b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>KDAN AI \u904b\u7528 LLM\uff0c\u5e36\u9818\u4f01\u696d\u5275\u9020\u5546\u696d\u50f9\u503c<\/strong><\/h2>\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\u4e26\u767c\u5c55 KDAN AI \u670d\u52d9\uff0c\u7d50\u5408\u65d7\u4e0b\u7522\u54c1\u8207\u670d\u52d9 KDAN PDF Reader\u3001ADNEX \u7b49\uff0c\u4ee5 LLM \u6a21\u578b\u8207 RAG \u6280\u8853\uff0c\u70ba\u4f01\u696d\u5ba2\u6236\u63d0\u4f9b\u6700\u7b26\u5408\u5546\u696d\u60c5\u5883\u7684\u670d\u52d9\uff0c\u63d0\u5347\u4f01\u696d\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_cd1e0a0b74c414d75f298fea3d562a4c\" class=\"cta-container theme-kdan2\">\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","protected":false},"excerpt":{"rendered":"<p>\u6839\u64da AIM Research \u7684\u6700\u65b0\u6578\u64da\uff0c\u81f3 2024 \u5e74\u5e95\uff0c40% \u7684\u4f01\u696d\u61c9\u7528\u5c07\u6574\u5408\u5c0d\u8a71\u5f0f AI\u200b\uff0c\u4e26\u5728 2030 \u5e74\u6642\u9054\u5230 70% \u7684\u5373\u6642\u8f38\u51fa\uff0c\u800c\u5728\u5c0d\u8a71\u5f0f AI \u4e2d\uff0cLLM \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5373\u662f\u975e\u5e38\u91cd\u8981\u7684\u5176\u4e2d\u4e00\u74b0\u3002\u6b64\u5916\uff0c\u5728\u6210\u672c\u65b9\u9762\uff0cOpenAI \u548c Anthropic \u7b49\u4e3b\u8981\u4f01\u696d\u4e5f\u5df2\u7d93\u958b\u59cb\u5927\u5e45\u964d\u4f4e\u6a21\u578b\u8a13\u7df4\u548c\u904b\u884c\u6210\u672c\uff0c\u9019\u4e00\u8da8\u52e2\u8b93 LLM \u6280\u8853\u5c0d\u66f4\u591a\u4f01\u696d\u8b8a\u5f97\u66f4\u5bb9\u6613\u53d6\u5f97\u200b\u3002\u9019\u6a23\u7684\u767c\u5c55\u5e36\u4f86\u4e86\u8a31\u591a\u6a5f\u6703\uff0c\u4f01\u696d\u53ef\u4ee5\u5229\u7528 AI \u6280\u8853\u4f86\u5be6\u73fe\u66f4\u6709\u6548\u7387\u7684\u71df\u904b\u3001\u5ba2\u88fd\u5316\u7684\u670d\u52d9\u548c\u5275\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n","protected":false},"author":5,"featured_media":498711,"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-498697","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>\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f<\/title>\n<meta name=\"description\" content=\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f\" \/>\n<meta property=\"og:description\" content=\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\" \/>\n<meta property=\"og:site_name\" content=\"KDAN \u5b98\u65b9\u90e8\u843d\u683c\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kdanmobile\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-08T12:13:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-08T12:13:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"KDAN\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"KDAN\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\"},\"author\":{\"name\":\"KDAN\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903\"},\"headline\":\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f\",\"datePublished\":\"2025-08-08T12:13:40+00:00\",\"dateModified\":\"2025-08-08T12:13:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\"},\"wordCount\":143,\"image\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1\",\"keywords\":[\"KDAN AI\"],\"articleSection\":[\"\u95dc\u65bc KDAN\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\",\"url\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\",\"name\":\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f\",\"isPartOf\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1\",\"datePublished\":\"2025-08-08T12:13:40+00:00\",\"dateModified\":\"2025-08-08T12:13:41+00:00\",\"author\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903\"},\"description\":\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage\",\"url\":\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1\",\"width\":1600,\"height\":900,\"caption\":\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u95dc\u65bc KDAN\",\"item\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#website\",\"url\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/\",\"name\":\"KDAN \u5b98\u65b9\u90e8\u843d\u683c\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903\",\"name\":\"KDAN\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/f9fe9ded67059720e4626bd24353d7b73339543d2906ae59f6dcd6d82254124f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/f9fe9ded67059720e4626bd24353d7b73339543d2906ae59f6dcd6d82254124f?s=96&d=mm&r=g\",\"caption\":\"KDAN\"},\"url\":\"https:\/\/www.kdan.com\/zh-tw\/blog\/author\/kdanmobile\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f","description":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/","og_locale":"en_US","og_type":"article","og_title":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f","og_description":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002","og_url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/","og_site_name":"KDAN \u5b98\u65b9\u90e8\u843d\u683c","article_publisher":"https:\/\/www.facebook.com\/kdanmobile","article_published_time":"2025-08-08T12:13:40+00:00","article_modified_time":"2025-08-08T12:13:41+00:00","og_image":[{"width":1600,"height":900,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg","type":"image\/jpeg"}],"author":"KDAN","twitter_card":"summary_large_image","twitter_misc":{"Written by":"KDAN","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#article","isPartOf":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/"},"author":{"name":"KDAN","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903"},"headline":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f","datePublished":"2025-08-08T12:13:40+00:00","dateModified":"2025-08-08T12:13:41+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/"},"wordCount":143,"image":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1","keywords":["KDAN AI"],"articleSection":["\u95dc\u65bc KDAN"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/","url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/","name":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f","isPartOf":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage"},"image":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1","datePublished":"2025-08-08T12:13:40+00:00","dateModified":"2025-08-08T12:13:41+00:00","author":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903"},"description":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08Large Language Model\uff0cLLM\uff09\u662f\u4e00\u7a2e\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u69cb\u5efa\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8a9e\u8a00\u3002KDAN \u9577\u671f\u81f4\u529b\u65bc\u767c\u5c55 AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u8a73\u7d30\u63a2\u8a0e LLM \u7684\u57fa\u672c\u6982\u5ff5\u3001\u904b\u4f5c\u6a5f\u5236\u3001\u61c9\u7528\u5834\u666f\u3002","breadcrumb":{"@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#primaryimage","url":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1","contentUrl":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1","width":1600,"height":900,"caption":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f"},{"@type":"BreadcrumbList","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-llm\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kdan.com\/zh-tw\/blog\/"},{"@type":"ListItem","position":2,"name":"\u95dc\u65bc KDAN","item":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},{"@type":"ListItem","position":3,"name":"\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLM \u662f\u4ec0\u9ebc\uff1fLLM \u53ef\u4ee5\u5982\u4f55\u904b\u7528\u65bc\u5546\u696d\u60c5\u5883\u4e2d\uff1f"}]},{"@type":"WebSite","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#website","url":"https:\/\/www.kdan.com\/zh-tw\/blog\/","name":"KDAN \u5b98\u65b9\u90e8\u843d\u683c","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kdan.com\/zh-tw\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/e96da647493a1d27f80576cf9361b903","name":"KDAN","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kdan.com\/zh-tw\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/f9fe9ded67059720e4626bd24353d7b73339543d2906ae59f6dcd6d82254124f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f9fe9ded67059720e4626bd24353d7b73339543d2906ae59f6dcd6d82254124f?s=96&d=mm&r=g","caption":"KDAN"},"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/author\/kdanmobile\/"}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-2.jpg?fit=1600%2C900&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/pgBSFb-25Jv","jetpack-related-posts":[{"id":348156,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/ai-tools\/","url_meta":{"origin":498697,"position":0},"title":"\u3010AI \u5de5\u5177\u5927\u5168\u3011AI \u5de5\u5177\u6709\u54ea\u4e9b\uff1f2025 \u6700\u63a8\u85a6\u7684 14 \u500b AI \u5de5\u5177","author":"KDAN","date":"December 20, 2024","format":false,"excerpt":"\u8fd1\u5e74\u4f86\uff0cAI \u5de5\u5177\u7684\u8208\u8d77\u9010\u6f38\u5f71\u97ff\u6211\u5011\u65e5\u5e38\u5de5\u4f5c\u7684\u65b9\u5f0f\uff0c\u8209\u4f8b\u800c\u8a00\uff0cGitHub Copilot\u3001KDAN AI \u9019\u985e\u7684 AI \u5de5\u5177\uff0c\u5e6b\u52a9\u4f01\u696d\u7c21\u5316\u4e86\u5de5\u4f5c\u6d41\u7a0b\u4e26\u81ea\u52d5\u5316\u91cd\u8907\u6027\u7684\u4efb\u52d9\uff0c\u8b93\u54e1\u5de5\u5f97\u4ee5\u7bc0\u7701\u6642\u9593\u4e26\u904b\u7528\u65bc\u66f4\u6709\u50f9\u503c\u7684\u4efb\u52d9\u4e0a\uff0c\u9032\u800c\u66f4\u6709\u6548\u7387\u3001\u66f4\u667a\u6167\u5730\u5b8c\u6210\u5de5\u4f5c\u3002\u6839\u64da Digital Ocean 2023 \u5e74\u5831\u544a\uff0c\u5728 660 \u540d\u79d1\u6280\u696d\u7684\u54e1\u5de5\u3001\u4f01\u696d\u5bb6\u548c\u5275\u59cb\u4eba\u4e2d\uff0c\u66f4\u6709\u63a5\u8fd1 45% \u7684\u53d7\u8a2a\u8005\u8a8d\u70ba AI \u548c\u6a5f\u5668\u5b78\u7fd2\u5de5\u5177\u4f7f\u4ed6\u5011\u7684\u5de5\u4f5c\u8b8a\u5f97\u66f4\u8f15\u9b06\u3002 KDAN \u9577\u671f\u81f4\u529b\u65bc\u63d0\u4f9b\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u670d\u52d9\uff0c\u5e6b\u52a9\u4f01\u696d\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u8207\u6578\u4f4d\u8f49\u578b\u3002\u5728 AI \u5d1b\u8d77\u5f8c\uff0cKDAN \u4e5f\u6d1e\u5bdf\u5230 AI \u61c9\u7528\u7684\u53ef\u884c\u6027\u8207\u6f5b\u529b\uff0c\u9032\u4e00\u6b65\u6295\u5165 AI \u767c\u5c55\uff0c\u63a8\u51fa KDAN AI\u3002\u672c\u6587\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u6df1\u5165\u63a2\u8a0e 14 \u6b3e\u4e0d\u540c\u7684 AI \u5de5\u5177\uff0c\u4f8b\u5982\uff1a\u804a\u5929\u6a5f\u5668\u4eba\u3001\u5275\u610f\u8a2d\u8a08\u8f14\u52a9\u5de5\u5177\u7b49\uff0c\u9019\u4e9b\u5de5\u5177\u5c07\u53ef\u4ee5\u6709\u6548\u6539\u5584\u4f01\u696d\u5de5\u4f5c\u6d41\u7a0b\u4e26\u63d0\u9ad8\u6548\u7387\uff0c\u4e26\u4ecb\u7d39\u904b\u7528 AI \u5de5\u5177\u7684\u512a\u9ede\uff0c\u8b93\u4f01\u696d\u53ef\u4ee5\u66f4\u8f15\u9b06\u4e0a\u624b AI \u5de5\u5177\uff0c\u63d0\u5347\u5546\u696d\u50f9\u503c\u3002 2025 \u6700\u63a8\u85a6\u7684\u516d\u7a2e AI \u5de5\u5177\u985e\u5225 \u76ee\u524d\u5e02\u5834\u4e0a\u6839\u64da\u4e0d\u540c\u884c\u696d\u8207\u9069\u5408\u4f7f\u7528\u7684\u60c5\u5883\uff0c\u6709\u8a31\u591a\u4e0d\u540c\u7684 AI \u5de5\u5177\uff0c\u4ee5\u4e0b\u5c07\u5217\u8209\u516d\u7a2e\u4e0d\u540c\u7684 AI \u5de5\u5177\u985e\u5225\uff0c\u8b93\u60f3\u8981\u5b78\u7fd2\u64cd\u4f5c AI \u5de5\u5177\u7684\u8b80\u8005\u53ef\u4ee5\u5118\u901f\u77ad\u89e3\u5982\u4f55\u6311\u9078\u9069\u5408\u65e5\u5e38\u5de5\u4f5c\u6216\u751f\u6d3b\u7684\u5de5\u5177\uff01 AI \u804a\u5929\u6a5f\u5668\u4eba AI\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"\u3010AI \u5de5\u5177\u5927\u5168\u3011AI \u5de5\u5177\u6709\u54ea\u4e9b\uff1f2024 \u6700\u63a8\u85a6\u7684 14 \u500b AI \u5de5\u5177","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/07\/hitesh-choudhary-t1PaIbMTJIM-unsplash-scaled.jpg?fit=1200%2C674&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/07\/hitesh-choudhary-t1PaIbMTJIM-unsplash-scaled.jpg?fit=1200%2C674&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/07\/hitesh-choudhary-t1PaIbMTJIM-unsplash-scaled.jpg?fit=1200%2C674&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/07\/hitesh-choudhary-t1PaIbMTJIM-unsplash-scaled.jpg?fit=1200%2C674&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/07\/hitesh-choudhary-t1PaIbMTJIM-unsplash-scaled.jpg?fit=1200%2C674&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":466130,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-ai-rag\/","url_meta":{"origin":498697,"position":1},"title":"\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","author":"KDAN","date":"October 30, 2024","format":false,"excerpt":"\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 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 KDAN AI \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 RAG \u662f\u4ec0\u9ebc\uff1f 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\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 \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 \u70ba\u4f55\u9700\u8981 RAG\uff1fRAG \u53ef\u4ee5\u89e3\u6c7a\u54ea\u4e9b\u73fe\u6709\u6280\u8853\u7684\u554f\u984c\uff1f \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 \u4e00\u3001\u7f3a\u4e4f\u5177\u9ad4\u8cc7\u8a0a LLMs \u9650\u5236\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\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"\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","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/markus-spiske-FXFz-sW0uwo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/markus-spiske-FXFz-sW0uwo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/markus-spiske-FXFz-sW0uwo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/markus-spiske-FXFz-sW0uwo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/10\/markus-spiske-FXFz-sW0uwo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":514423,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/kdan-year-in-review-2024\/","url_meta":{"origin":498697,"position":2},"title":"KDAN 2024 \u5e74\u5ea6\u56de\u9867\u8207\u5c55\u671b \u2500 \u70ba\u4f01\u696d\u6578\u4f4d\u8ce6\u80fd\uff0c\u8fce\u63a5 AI \u667a\u80fd\u8207\u6c38\u7e8c\u7684\u96d9\u8d0f\u6642\u4ee3","author":"KDAN","date":"December 11, 2024","format":false,"excerpt":"2024 \u5e74\uff0c\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u6301\u7e8c\u5feb\u901f\u767c\u5c55\uff0c\u6210\u70ba\u4f01\u696d\u5275\u65b0\u548c\u63d0\u5347\u7af6\u722d\u529b\u7684\u91cd\u8981\u9a45\u52d5\u529b\u91cf\u3002\u6839\u64da National University \u7684\u6700\u65b0\u8abf\u67e5\u6578\u64da\uff0c78% \u7684\u53d7\u8a2a\u8005\u8a8d\u70ba\u751f\u6210\u5f0f AI \u7684\u597d\u8655\u8d85\u904e\u5176\u98a8\u96aa\u200b\u3002AI \u6280\u8853\u5df2\u5ee3\u6cdb\u61c9\u7528\u65bc\u884c\u92b7\u3001\u4f9b\u61c9\u93c8\u548c\u4eba\u529b\u8cc7\u6e90\u7b49\u9818\u57df\uff0c\u4fc3\u9032\u4e86\u6210\u672c\u964d\u4f4e\u548c\u6536\u5165\u589e\u9577\u200b\uff0c\u5168\u7403\u5404\u570b\u4f01\u696d\u4e5f\u958b\u59cb\u81f4\u529b\u65bc\u5c07 AI \u904b\u7528\u65bc\u5de5\u4f5c\u74b0\u5883\u3001\u89e3\u6c7a\u65b9\u6848\u4e2d\uff0c\u5e0c\u671b\u53ef\u4ee5\u5c07 AI \u8f49\u5316\u70ba\u5de5\u4f5c\u4e0a\u7684\u6700\u4f73\u5229\u5668\u3002 \u8207\u6b64\u540c\u6642\uff0c\u6c38\u7e8c\u767c\u5c55\u4e5f\u4f9d\u820a\u662f\u5168\u7403\u7684\u6838\u5fc3\u8b70\u984c\u3002\u6839\u64da\u53f0\u7063\u6240\u8a02\u5b9a\u7684 2050 \u6de8\u96f6\u78b3\u6392\u8def\u5f91\u5716\u8207\u6700\u65b0\u653f\u7b56\u986f\u793a\uff0c\u653f\u5e9c\u671f\u5f85\u53ef\u4ee5\u5728 2030 \u5e74\u9054\u6210\u6e1b\u78b3\u76ee\u6a19\u300c24%\u00b11%\u300d\uff08\u8f03 2005 \u5e74\u6392\u653e\u91cf\u6e1b\u5c11\u7684 % \u6578\uff09\uff0c\u4e26\u8981\u6c42\u4f01\u696d\u3001\u653f\u5e9c\u90e8\u9580\u9700\u91cd\u65b0\u56b4\u683c\u76e4\u9ede\uff0c\u4ee5\u671f\u80fd\u9806\u5229\u9054\u6210\u76ee\u6a19\u3002 \u5728\u9019\u6a23\u7684\u80cc\u666f\u4e0b\uff0cKDAN \u5728 2024 \u5e74\u9032\u884c\u4e86\u4e00\u7cfb\u5217\u7684\u9769\u65b0\u8207\u767c\u5c55\uff0c\u9664\u4e86\u91cd\u65b0\u5b9a\u4f4d KDAN \u7684\u54c1\u724c\u5916\uff0c\u4e5f\u6eff\u8db3\u5e02\u5834\u5c0d AI \u670d\u52d9\u548c\u6c38\u7e8c\u767c\u5c55\u7684\u9700\u6c42\u76ee\u6a19\uff0c\u900f\u904e\u63a8\u51fa AI \u667a\u80fd\u5316\u6578\u4f4d\u89e3\u6c7a\u65b9\u6848\uff0c\u70ba\u4f01\u696d\u6578\u4f4d\u8ce6\u80fd\uff0c\u63d0\u5347\u696d\u52d9\u6548\u7387\uff0c\u4e26\u52a9\u529b\u4f01\u696d\u5be6\u73fe\u6c38\u7e8c\u76ee\u6a19\u3002 \u5168\u65b0\u54c1\u724c\u5f62\u8c61\uff1a KDAN \u7684\u86fb\u8b8a\u8207\u518d\u5b9a\u4f4d \u96a8\u8457\u516c\u53f8\u6301\u7e8c\u6210\u9577\u53ca\u5168\u7403\u5e02\u5834\u9700\u6c42\u7684\u8b8a\u5316\uff0cKDAN \u5728 2024 \u5e74\u9032\u884c\u54c1\u724c\u91cd\u69cb\uff0c\u4ee5\u78ba\u4fdd\u80fd\u5920\u5728\u4e0d\u65b7\u6f14\u8b8a\u7684\u6578\u4f4d\u74b0\u5883\u4e2d\u4fdd\u6301\u7af6\u722d\u529b\u3002\u5728\u904e\u53bb\u7684\u5e7e\u5e74\u4e2d\uff0c\u5168\u7403\u5e02\u5834\u6709\u4e86\u5927\u5e45\u8b8a\u5316\uff0c\u7279\u5225\u662f\u5728 SaaS\uff08\u8edf\u9ad4\u5373\u670d\u52d9\uff09\u548c AI\uff08\u4eba\u5de5\u667a\u6167\uff09\u9818\u57df\u7684\u5feb\u901f\u5d1b\u8d77\u5f8c\uff0c\u6539\u8b8a\u4e86\u4f01\u696d\u904b\u4f5c\u7684\u6a21\u5f0f\uff0c\u4e5f\u91cd\u5851\u4e86\u54e1\u5de5\u548c\u6d88\u8cbb\u8005\u7684\u9700\u6c42\u3002\u5f9e\u75ab\u60c5\u5f8c\u7684\u9060\u7aef\u8207\u6df7\u5408\u8fa6\u516c\u6a21\u5f0f\uff0c\u5230 ChatGPT \u7b49 AI \u6280\u8853\u7684\u666e\u53ca\uff0c\u9019\u4e9b\u8b8a\u5316\u8b93\u6211\u5011\u6df1\u523b\u8a8d\u8b58\u5230\uff0c\u904e\u53bb\u7684\u54c1\u724c\u5f62\u8c61\u548c\u670d\u52d9\u5df2\u7121\u6cd5\u5b8c\u5168\u6eff\u8db3\u5e02\u5834\u9700\u6c42\u3002\u56e0\u6b64\uff0cKDAN \u6c7a\u5b9a\u85c9\u7531\u54c1\u724c\u91cd\u69cb\u4f86\u8fce\u63a5\u6578\u4f4d\u6642\u4ee3\u7684\u65b0\u6311\u6230\uff0c\u4e26\u5f37\u5316\u6211\u5011\u5728\u5168\u7403\u5e02\u5834\u4e2d\u7684\u5b9a\u4f4d\u3002 \u5728\u9019\u6b21\u54c1\u724c\u91cd\u69cb\u4e2d\uff0c\u6211\u5011\u91cd\u65b0\u5be9\u8996\u4e86\u4f01\u696d\u7684\u6838\u5fc3\u50f9\u503c\u8207\u4f7f\u547d\uff0c\u4e26\u8a2d\u8a08\u4e86\u5168\u65b0\u7684\u54c1\u724c\u5f62\u8c61\u3002\u65b0 Logo\u00a0 \u7684\u8a2d\u8a08\u7c21\u6f54\u800c\u73fe\u4ee3\uff0c\u4ee3\u8868\u8457\u8457\u6211\u5011\u7684\u54c1\u724c\u627f\u8afe\u2014\u2014\u654f\u6377\u3001\u5171\u878d\u8207\u53ef\u9760\u3002\u984f\u8272\u7684\u9078\u64c7\u5247\u878d\u5408\u4e86\u79d1\u6280\u8207\u7a69\u5b9a\u611f\uff0c\u85c9\u6b64\u5f70\u986f KDAN\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"KDAN 2024 \u5e74\u5ea6\u56de\u9867\u8207\u5c55\u671b \u2500 \u70ba\u4f01\u696d\u6578\u4f4d\u8ce6\u80fd\uff0c\u8fce\u63a5 AI \u667a\u80fd\u8207\u6c38\u7e8c\u7684\u96d9\u8d0f\u6642\u4ee3","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/12\/a%C2%B8%C2%ADae%C2%96%C2%87.jpg?fit=1080%2C608&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/12\/a%C2%B8%C2%ADae%C2%96%C2%87.jpg?fit=1080%2C608&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/12\/a%C2%B8%C2%ADae%C2%96%C2%87.jpg?fit=1080%2C608&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/12\/a%C2%B8%C2%ADae%C2%96%C2%87.jpg?fit=1080%2C608&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/12\/a%C2%B8%C2%ADae%C2%96%C2%87.jpg?fit=1080%2C608&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":556763,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/what-is-innovation\/","url_meta":{"origin":498697,"position":3},"title":"\u4ec0\u9ebc\u662f\u5275\u65b0\uff1f\u4f01\u696d\u5982\u4f55\u904b\u7528\u5275\u65b0\u601d\u7dad\u3001\u5275\u65b0\u79d1\u6280\uff0c\u5275\u9020\u66f4\u591a\u5546\u696d\u50f9\u503c\uff1f","author":"KDAN","date":"January 15, 2025","format":false,"excerpt":"\u96a8\u8457\u5e02\u5834\u74b0\u5883\u7684\u5feb\u901f\u8b8a\u9077\uff0c\u4f01\u696d\u70ba\u4e86\u4fdd\u6301\u7af6\u722d\u512a\u52e2\uff0c\u7d1b\u7d1b\u6295\u5165\u5275\u65b0\u6d41\u7a0b\u7684\u767c\u5c55\u3002\u8209\u4f8b\u800c\u8a00\uff0c\u96a8\u8457 AI \u4eba\u5de5\u667a\u6167\u7684\u666e\u53ca\uff0c\u300a\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u300b\u7684\u8cc7\u6599\u4ea6\u986f\u793a\uff0c\u5c08\u6ce8\u65bc\u6d41\u7a0b\u5275\u65b0\u7684\u4f01\u696d\uff0c\u900f\u904e\u7d50\u5408 AI \u4eba\u5de5\u667a\u6167\u7b49\u6280\u8853\uff0c\u751f\u7522\u529b\u53ef\u63d0\u5347 3% \u81f3 7%\u3002\u7531\u6b64\u53ef\u77e5\uff0c\u56e0\u61c9\u6642\u4ee3\u8da8\u52e2\u800c\u9032\u884c\u5275\u65b0\u6539\u9769\u7684\u4f01\u696d\uff0c\u5c07\u80fd\u53d7\u76ca\u65bc\u9019\u4e9b\u65b0\u8da8\u52e2\uff0c\u9032\u800c\u63d0\u5347\u5546\u696d\u50f9\u503c\u3002 KDAN\uff08\u51f1\u923f\uff09\u9577\u671f\u81f4\u529b\u65bc\u63d0\u4f9b AI \u667a\u80fd\u5316\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u4f01\u696d\u900f\u904e\u5275\u65b0\u7684\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6548\u7387\u8207\u654f\u6377\u529b\uff0c\u5275\u9020\u66f4\u9ad8\u7684\u5546\u696d\u50f9\u503c\u3002\u672c\u6587\u5c07\u7acb\u57fa\u65bc\u6b64\uff0c\u5206\u4eab\u66f4\u591a\u6709\u95dc\u5275\u65b0\u7684\u5b9a\u7fa9\u8207\u6848\u4f8b\uff0c\u5e6b\u52a9\u4f01\u696d\u53ef\u4ee5\u66f4\u4e86\u89e3\u5982\u4f55\u900f\u904e\u5275\u65b0\uff0c\u9054\u6210\u5546\u696d\u76ee\u6a19\u3002 \u4ec0\u9ebc\u662f\u5275\u65b0\uff1f \u5275\u65b0\u7684\u5b9a\u7fa9 \u5275\u65b0\uff08innovation\uff09\u662f\u6307\u900f\u904e\u65b0\u7684\u601d\u7dad\u65b9\u5f0f\u3001\u65b9\u6cd5\u6216\u6280\u8853\uff0c\u5c0d\u65e2\u6709\u7684\u4e8b\u7269\u6216\u904e\u7a0b\uff0c\u9032\u884c\u6539\u9032\u6216\u985b\u8986\uff0c\u5f9e\u800c\u5275\u9020\u51fa\u65b0\u7684\u50f9\u503c\u6216\u89e3\u6c7a\u65b9\u6848\u3002\u5275\u65b0\u4e0d\u50c5\u9650\u65bc\u7522\u54c1\u7684\u767c\u660e\uff0c\u4e5f\u53ef\u4ee5\u662f\u670d\u52d9\u3001\u5546\u696d\u6a21\u5f0f\u3001\u7d44\u7e54\u7d50\u69cb\u6216\u6d41\u7a0b\u7b49\u5404\u500b\u9818\u57df\u7684\u6539\u8b8a\u3002 \u6b64\u5916\uff0c\u5275\u65b0\u901a\u5e38\u5177\u6709\u4ee5\u4e0b\u5e7e\u500b\u7279\u5fb5\uff1a \u65b0\u7a4e\u6027\uff1a\u63d0\u4f9b\u4e00\u7a2e\u4e4b\u524d\u672a\u88ab\u5ee3\u6cdb\u61c9\u7528\u6216\u5b58\u5728\u7684\u89e3\u6c7a\u65b9\u6848\u3002 \u5be6\u7528\u6027\uff1a\u5275\u65b0\u901a\u5e38\u6703\u5177\u6709\u5be6\u969b\u50f9\u503c\uff0c\u80fd\u89e3\u6c7a\u73fe\u6709\u554f\u984c\u6216\u6eff\u8db3\u9700\u6c42\u3002 \u589e\u503c\u6027\uff1a\u5275\u65b0\u901a\u5e38\u80fd\u5275\u9020\u65b0\u7684\u50f9\u503c\uff0c\u7121\u8ad6\u662f\u7d93\u6fdf\u6548\u76ca\u3001\u793e\u6703\u5f71\u97ff\u9084\u662f\u74b0\u5883\u8ca2\u737b\u3002 \u5275\u65b0\u8207\u767c\u660e\u7684\u5dee\u7570\u662f\u4ec0\u9ebc\uff1f \u767c\u660e\u8207\u5275\u65b0\u5728\u672c\u8cea\u4e0a\u5373\u6709\u6240\u4e0d\u540c\u3002\u767c\u660e\u662f\u6307\u5275\u9020\u51fa\u5168\u65b0\u7684\u7522\u54c1\u3001\u6280\u8853\u6216\u7406\u5ff5\uff0c\u901a\u5e38\u662f\u5c0d\u5c1a\u672a\u88ab\u63a2\u7d22\u7684\u9818\u57df\u9032\u884c\u7a81\u7834\uff0c\u89e3\u6c7a\u5177\u9ad4\u7684\u79d1\u5b78\u6216\u6280\u8853\u554f\u984c\uff0c\u4ee3\u8868\u4e86\u300c\u65b0\u4e8b\u7269\u300d\u7684\u8a95\u751f\uff0c\u4e14\u6703\u9700\u8981\u5c08\u5229\u7b49\u6cd5\u5f8b\u4fdd\u8b77\u3002\u7136\u800c\uff0c\u5275\u65b0\u5247\u4e0d\u50c5\u9650\u65bc\u5168\u65b0\u7684\u767c\u660e\uff0c\u66f4\u5f37\u8abf\u5982\u4f55\u5c07\u73fe\u6709\u7684\u6280\u8853\u3001\u7522\u54c1\u6216\u6d41\u7a0b\u9032\u884c\u6539\u9032\u6216\u91cd\u65b0\u61c9\u7528\uff0c\u4ee5\u63d0\u5347\u5176\u50f9\u503c\u6216\u6548\u7387\u3002\u5275\u65b0\u53ef\u4ee5\u662f\u5728\u5df2\u6709\u57fa\u790e\u4e0a\u9032\u884c\u512a\u5316\u3001\u6539\u5584\u6216\u5546\u696d\u5316\uff0c\u76ee\u7684\u662f\u89e3\u6c7a\u5be6\u969b\u554f\u984c\u6216\u5275\u9020\u65b0\u7684\u5e02\u5834\u6a5f\u6703\u3002\u56e0\u6b64\uff0c\u767c\u660e\u662f\u5275\u65b0\u7684\u57fa\u790e\uff0c\u800c\u5275\u65b0\u5247\u662f\u5c0d\u767c\u660e\u6216\u73fe\u6709\u4e8b\u7269\u7684\u5be6\u969b\u61c9\u7528\u8207\u50f9\u503c\u63d0\u5347\uff0c\u901a\u5e38\u6703\u662f\u56e0\u61c9\u5e02\u5834\u9700\u6c42\u800c\u9032\u884c\u6539\u8b8a\uff0c\u4e14\u66f4\u5177\u5be6\u7528\u6027\u3002 \u70ba\u4ec0\u9ebc\u4f01\u696d\u5275\u65b0\u5f88\u91cd\u8981\uff1f \u4e00\u3001\u6eff\u8db3\u5e02\u5834\u9700\u6c42 \u96a8\u8457\u5e02\u5834\u74b0\u5883\u7684\u4e0d\u65b7\u8b8a\u5316\uff0c\u6d88\u8cbb\u8005\u9700\u6c42\u4e5f\u6703\u96a8\u4e4b\u5feb\u901f\u6539\u8b8a\uff0c\u50b3\u7d71\u7684\u7522\u54c1\u6216\u670d\u52d9\u53ef\u80fd\u7121\u6cd5\u6709\u6548\u61c9\u5c0d\u65b0\u9700\u6c42\uff0c\u6216\u63d0\u4f9b\u8db3\u5920\u7684\u5ba2\u88fd\u5316\u670d\u52d9\uff0c\u5c0e\u81f4\u4f01\u696d\u9762\u81e8\u5ba2\u6236\u6d41\u5931\uff0c\u6216\u5e02\u5834\u4f54\u6709\u7387\u964d\u4f4e\u7684\u98a8\u96aa\u3002\u6b64\u6642\uff0c\u4f01\u696d\u4fbf\u53ef\u900f\u904e\u5275\u65b0\uff0c\u958b\u767c\u65b0\u7684\u7522\u54c1\u6216\u670d\u52d9\uff0c\u6839\u64da\u6d88\u8cbb\u8005\u7684\u9700\u6c42\u8207\u504f\u597d\u9032\u884c\u5ba2\u88fd\u5316\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u96a8\u8457\u4f01\u696d\u5c0d\u65bc\u8cc7\u8a0a\u5b89\u5168\u7684\u91cd\u8996\u5ea6\u63d0\u5347\uff0c\u8a31\u591a\u4f01\u696d\u958b\u59cb\u4e0d\u518d\u9858\u610f\u63a1\u7528 IAAS\u3001PAAS \u7b49\u670d\u52d9\uff0c\u56e0\u70ba\u5176\u5728\u6d41\u7a0b\u4e0a\u6703\u6709\u4e00\u90e8\u4efd\u662f\u4ea4\u7531\u4f9b\u61c9\u5546\u6240\u8a17\u7ba1\u3002KDAN\uff08\u51f1\u923f\uff09\u5373\u6d1e\u5bdf\u4e86\u9019\u9805\u5e02\u5834\u8da8\u52e2\uff0c\u767c\u5c55\u4e86\u79c1\u6709\u5316\u90e8\u7f72\uff08Self-Hosted Deployment\uff09\u670d\u52d9\uff0c\u63d0\u4f9b\u4f01\u696d\u50cf\u662f SDK\u3001API \u8207 Docker \u7b49\u591a\u6a23\u7684\u79c1\u6709\u5316\u90e8\u7f72\u65b9\u5f0f\uff0c\u5e6b\u52a9\u4f01\u696d\u5f97\u4ee5\u8f15\u9b06\u3001\u5feb\u901f\u90e8\u7f72\u81f3\u5167\u90e8\u74b0\u5883\u4e2d\uff0c\u9032\u800c\u9054\u5230\u9748\u6d3b\u3001\u5b89\u5168\u4e14\u9ad8\u6548\u7684\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u3002 \u4e8c\u3001\u63d0\u5347\u4f01\u696d\u6548\u7387 \u5728\u6fc0\u70c8\u7684\u7af6\u722d\u74b0\u5883\u4e2d\uff0c\u4f01\u696d\u82e5\u7121\u6cd5\u63d0\u9ad8\u5167\u90e8\u6d41\u7a0b\u6548\u7387\uff0c\u5c07\u6703\u9762\u81e8\u6975\u9ad8\u7684\u71df\u904b\u6210\u672c\u8207\u8cc7\u6e90\u6d6a\u8cbb\uff0c\u9032\u800c\u5f71\u97ff\u7372\u5229\u80fd\u529b\u3002\u6b64\u6642\uff0c\u4f01\u696d\u53ef\u4ee5\u904b\u7528\u6578\u4f4d\u8f49\u578b\u6216\u81ea\u52d5\u5316\u7cfb\u7d71\uff0c\u7c21\u5316\u539f\u5148\u7684\u696d\u52d9\u6d41\u7a0b\uff0c\u6e1b\u5c11\u4eba\u5de5\u6240\u9020\u6210\u7684\u4f4e\u6548\u7387\u554f\u984c\u3002\u4f8b\u5982\uff0c\u4f01\u696d\u53ef\u4ee5\u900f\u904e AI \u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u7b49\u6280\u8853\uff0c\u6700\u4f73\u5316\u751f\u7522\u7dda\u6216\u7ba1\u7406\u7cfb\u7d71\uff0c\u4e0d\u50c5\u80fd\u6e1b\u5c11\u4eba\u5de5\u6240\u9020\u6210\u932f\u8aa4\uff0c\u66f4\u80fd\u63d0\u5347\u751f\u7522\u901f\u5ea6\uff0c\u964d\u4f4e\u6210\u672c\uff0c\u63d0\u9ad8\u6574\u9ad4\u6548\u7387\u8207\u7372\u5229\u3002 \u4e09\u3001\u958b\u62d3\u6f5b\u5728\u5e02\u5834 \u96a8\u8457\u7279\u5b9a\u5e02\u5834\u7684\u98fd\u548c\uff0c\u4f01\u696d\u5c07\u6703\u9762\u81e8\u6210\u9577\u4e0a\u7684\u74f6\u9838\uff0c\u800c\u9700\u8981\u5c0b\u627e\u65b0\u7684\u5546\u6a5f\u3002\u7136\u800c\uff0c\u9032\u5165\u4e00\u500b\u5168\u65b0\u5e02\u5834\u6216\u958b\u767c\u65b0\u696d\u52d9\u9818\u57df\uff0c\u5c0d\u4f01\u696d\u4f86\u8aaa\u7686\u662f\u4e00\u5927\u6311\u6230\uff0c\u5c24\u5176\u662f\u7576\u5e02\u5834\u9700\u6c42\u4ecd\u4e0d\u660e\u78ba\uff0c\u6216\u5145\u6eff\u672a\u77e5\u98a8\u96aa\u6642\u3002\u6b64\u6642\uff0c\u4f01\u696d\u53ef\u4ee5\u5617\u8a66\u900f\u904e\u767c\u5c55\u5275\u65b0\u670d\u52d9\u6216\u7522\u54c1\uff0c\u9032\u5165\u65b0\u5e02\u5834\u6216\u5275\u9020\u65b0\u9700\u6c42\uff0c\u7121\u8ad6\u662f\u958b\u767c\u5168\u65b0\u7684\u7522\u54c1\uff0c\u9084\u662f\u63a2\u7d22\u65b0\u7684\u696d\u52d9\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u4f01\u696d\u53ef\u4ee5\u5229\u7528\u6578\u4f4d\u5e73\u53f0\u6216\u5efa\u7acb\u8de8\u9818\u57df\u5408\u4f5c\uff0c\u9032\u5165\u4e4b\u524d\u672a\u66fe\u6d89\u8db3\u7684\u5e02\u5834\uff0c\u4e26\u901a\u904e\u5275\u65b0\u7684\u884c\u92b7\u7b56\u7565\u5438\u5f15\u65b0\u5ba2\u7fa4\uff0c\u5275\u9020\u5168\u65b0\u5546\u696d\u50f9\u503c\u3002 \u56db\u3001\u589e\u5f37\u54c1\u724c\u50f9\u503c \u5728\u8cc7\u8a0a\u7206\u70b8\u7684\u6642\u4ee3\uff0c\u6d88\u8cbb\u8005\u7684\u9078\u64c7\u5c07\u6703\u96a8\u8457\u63a5\u6536\u7684\u8cc7\u8a0a\u91cf\u9f90\u5927\uff0c\u800c\u8b8a\u5f97\u975e\u5e38\u591a\u5143\u5316\uff0c\u4f01\u696d\u5982\u679c\u7121\u6cd5\u8207\u6d88\u8cbb\u8005\u5efa\u7acb\u5f37\u800c\u6709\u529b\u7684\u54c1\u724c\u806f\u7e6b\uff0c\u5c07\u5f88\u96e3\u812b\u7a4e\u800c\u51fa\uff0c\u4e26\u5931\u53bb\u7af6\u722d\u512a\u52e2\u3002\u6b64\u6642\uff0c\u4f01\u696d\u5c07\u53ef\u4ee5\u900f\u904e\u5275\u65b0\u6a21\u5f0f\uff0c\u4f86\u63d0\u5347\u54c1\u724c\u7684\u5e02\u5834\u8fa8\u8b58\u5ea6\uff0c\u5f9e\u800c\u589e\u5f37\u54c1\u724c\u50f9\u503c\u3002\u9019\u4e0d\u50c5\u5305\u62ec\u7522\u54c1\u548c\u670d\u52d9\u7684\u5275\u65b0\uff0c\u9084\u5305\u62ec\u5275\u65b0\u7684\u54c1\u724c\u884c\u92b7\u7b56\u7565\u3002\u8209\u4f8b\u800c\u8a00\uff0c\u4f01\u696d\u53ef\u4ee5\u904b\u7528\u793e\u7fa4\u5a92\u9ad4\u3001\u7db2\u7d05\u6216 KOL \u5408\u4f5c\u7b49\u65b0\u578b\u884c\u92b7\u65b9\u5f0f\uff0c\u8207\u6d88\u8cbb\u8005\u5efa\u7acb\u60c5\u611f\u806f\u7e6b\uff0c\u5f37\u5316\u54c1\u724c\u5f62\u8c61\uff0c\u9032\u800c\u63d0\u5347\u54c1\u724c\u5fe0\u8aa0\u5ea6\u3002 \u4f01\u696d\u5982\u4f55\u5be6\u8e10\u5275\u65b0\uff1f \u6b65\u9a5f\u4e00\u3001\u5efa\u7acb\u5275\u65b0\u601d\u7dad \u5275\u65b0\u4e26\u975e\u50c5\u50c5\u4f86\u81ea\u67d0\u500b\u9748\u611f\u7684\u77ac\u9593\uff0c\u4f01\u696d\u5fc5\u9808\u5f9e\u4f01\u696d\u6587\u5316\u7684\u57f9\u990a\u5c31\u5efa\u7acb\u5275\u65b0\u601d\u7dad\u3002\u800c\u8981\u5efa\u7acb\u5275\u65b0\u601d\u7dad\uff0c\u4f01\u696d\u5fc5\u9808\u5148\u6253\u7834\u50b3\u7d71\u7684\u6846\u67b6\uff0c\u71df\u9020\u4e00\u500b\u958b\u653e\u3001\u5305\u5bb9\u7684\u74b0\u5883\uff0c\u8b93\u54e1\u5de5\u80fd\u5920\u81ea\u7531\u5206\u4eab\u5275\u65b0\u7684\u60f3\u6cd5\uff0c\u4e26\u4e14\u4e0d\u6015\u5617\u8a66\u8207\u5931\u6557\u3002\u7ba1\u7406\u968e\u5c64\u7684\u652f\u6301\u8207\u793a\u7bc4\u4e5f\u975e\u5e38\u91cd\u8981\uff0c\u9818\u5c0e\u8005\u61c9\u8a72\u4ee5\u8eab\u4f5c\u5247\uff0c\u9f13\u52f5\u54e1\u5de5\u6311\u6230\u73fe\u6709\u7684\u72c0\u6cc1\uff0c\u6216\u7a4d\u6975\u89c0\u5bdf\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u4e14\u5c07\u5275\u65b0\u8996\u70ba\u516c\u53f8\u767c\u5c55\u7684\u91cd\u8981\u52d5\u529b\u3002\u9664\u4e86\u5167\u90e8\u7684\u652f\u6301\u4ee5\u5916\uff0c\u4f01\u696d\u4e5f\u53ef\u7a4d\u6975\u53c3\u8207\u5916\u90e8\u7684\u5275\u65b0\u8ad6\u58c7\uff0c\u6216\u8207\u696d\u754c\u5c08\u5bb6\u9032\u884c\u4ea4\u6d41\uff0c\u9032\u4e00\u6b65\u6fc0\u767c\u9748\u611f\u3002 \u6b65\u9a5f\u4e8c\u3001\u6253\u9020\u5275\u65b0\u6d41\u7a0b\uff0c\u767c\u5c55\u5275\u65b0\u7522\u54c1\u8207\u670d\u52d9 \u6709\u4e86\u5275\u65b0\u601d\u7dad\u7684\u57fa\u790e\u5f8c\uff0c\u4f01\u696d\u63a5\u8457\u5c31\u9700\u8981\u5c07\u9019\u4e9b\u60f3\u6cd5\uff0c\u5be6\u8e10\u70ba\u5177\u9ad4\u7684\u7522\u54c1\u8207\u670d\u52d9\u3002\u9019\u4e00\u6b65\u7684\u95dc\u9375\u662f\u5275\u5efa\u4e00\u500b\u6d41\u66a2\u4e14\u5275\u65b0\u7684\u6d41\u7a0b\uff0c\u8b93\u60f3\u6cd5\u80fd\u5920\u6709\u6548\u5730\u8f49\u5316\u70ba\u5e02\u5834\u53ef\u7528\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u6b64\u5916\uff0c\u4f01\u696d\u61c9\u8a72\u5f9e\u6d88\u8cbb\u8005\u7684\u9700\u6c42\u51fa\u767c\uff0c\u6df1\u5165\u4e86\u89e3\u76ee\u6a19\u5e02\u5834\u7684\u75db\u9ede\uff0c\u4e26\u6839\u64da\u9019\u4e9b\u9700\u6c42\u9032\u884c\u7522\u54c1\u958b\u767c\u3002 \u6b65\u9a5f\u4e09\u3001\u6e2c\u8a66\u5e02\u5834\u53cd\u61c9\u8207\u5feb\u901f\u8fed\u4ee3 \u5275\u65b0\u9700\u8981\u901a\u904e\u4e0d\u65b7\u7684\u6e2c\u8a66\u548c\u8abf\u6574\uff0c\u627e\u5230\u6700\u4f73\u7684\u5e02\u5834\u5951\u5408\u9ede\u3002\u7576\u7522\u54c1\u6216\u670d\u52d9\u63a8\u51fa\u521d\u671f\uff0c\u4f01\u696d\u61c9\u8a72\u9078\u64c7\u5c0f\u898f\u6a21\u7684\u6e2c\u8a66\u5e02\u5834\uff0c\u901a\u904e\u5be6\u969b\u7684\u6d88\u8cbb\u8005\u53cd\u994b\u4f86\u9a57\u8b49\u5047\u8a2d\u3002\u9019\u500b\u904e\u7a0b\u4e2d\u7684\u6838\u5fc3\u5728\u65bc\u5feb\u901f\u8fed\u4ee3\u2014\u2014\u6839\u64da\u5be6\u969b\u7528\u6236\u7684\u53cd\u61c9\uff0c\u9032\u884c\u8fc5\u901f\u7684\u8abf\u6574\u3002\u9019\u6a23\uff0c\u4f01\u696d\u4e0d\u50c5\u53ef\u4ee5\u907f\u514d\u4e00\u6b21\u6027\u5927\u898f\u6a21\u63a8\u51fa\u6240\u5e36\u4f86\u7684\u98a8\u96aa\uff0c\u9084\u80fd\u5920\u66f4\u9748\u6d3b\u5730\u6539\u9032\u7522\u54c1\uff0c\u4f7f\u5176\u66f4\u6eff\u8db3\u6d88\u8cbb\u8005\u9700\u6c42\u3002 \u6b65\u9a5f\u56db\u3001\u6301\u7e8c\u76e3\u63a7\u8207\u8a55\u4f30\u5275\u65b0\u6210\u679c \u5275\u65b0\u662f\u4e00\u500b\u6301\u7e8c\u7684\u904e\u7a0b\uff0c\u4f01\u696d\u9700\u8981\u5b9a\u671f\u6aa2\u8996\u5275\u65b0\u7522\u54c1\u6216\u670d\u52d9\u7684\u6548\u679c\uff0c\u4ee5\u78ba\u4fdd\u5176\u9577\u671f\u767c\u5c55\u3002\u9019\u4e0d\u50c5\u662f\u8a55\u4f30\u5e02\u5834\u8868\u73fe\uff0c\u9084\u5305\u62ec\u5c0d\u5167\u90e8\u6d41\u7a0b\u548c\u5718\u968a\u5354\u4f5c\u6548\u7387\u7684\u6aa2\u8996\u3002\u4f01\u696d\u53ef\u4ee5\u5229\u7528\u6578\u64da\u5206\u6790\u5de5\u5177\u4f86\u8ffd\u8e64\u7522\u54c1\u4f7f\u7528\u60c5\u6cc1\u3001\u5ba2\u6236\u6eff\u610f\u5ea6\u53ca\u5e02\u5834\u56de\u994b\uff0c\u6839\u64da\u9019\u4e9b\u6307\u6a19\u9032\u884c\u5fc5\u8981\u7684\u512a\u5316\u6d41\u7a0b\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u4f01\u696d\u8981\u4fdd\u6301\u654f\u6377\uff0c\u96a8\u6642\u6e96\u5099\u6839\u64da\u5e02\u5834\u8b8a\u5316\u9032\u884c\u8abf\u6574\uff0c\u4fdd\u8b49\u5275\u65b0\u6210\u679c\u4e0d\u6703\u88ab\u7af6\u722d\u8005\u8d85\u8d8a\uff0c\u6301\u7e8c\u7dad\u6301\u5e02\u5834\u7af6\u722d\u529b\u3002 \u4f01\u696d\u7684\u5275\u65b0\u5be6\u4f8b\u6709\u54ea\u4e9b\uff1f\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"\u4ec0\u9ebc\u662f\u5275\u65b0\uff1f\u4f01\u696d\u5982\u4f55\u904b\u7528\u5275\u65b0\u601d\u7dad\u3001\u5275\u65b0\u79d1\u6280\uff0c\u5275\u9020\u66f4\u591a\u5546\u696d\u50f9\u503c\uff1f","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2025\/01\/nick-fewings-nd83DgVp4Oo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2025\/01\/nick-fewings-nd83DgVp4Oo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2025\/01\/nick-fewings-nd83DgVp4Oo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2025\/01\/nick-fewings-nd83DgVp4Oo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2025\/01\/nick-fewings-nd83DgVp4Oo-unsplash-scaled.jpg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":315798,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/ai-application\/","url_meta":{"origin":498697,"position":4},"title":"\u4eba\u5de5\u667a\u6167\u662f\u4ec0\u9ebc\uff1f\u4e09\u5206\u9418\u5feb\u901f\u4e86\u89e3 AI \u61c9\u7528\u6848\u4f8b\u8207\u672a\u4f86\u767c\u5c55\u8da8\u52e2","author":"KDAN","date":"June 6, 2024","format":false,"excerpt":"Nvidia \u5275\u8fa6\u4eba\u66a8\u57f7\u884c\u9577\u9ec3\u4ec1\u52f3\u5728 2024 \u5e74 Computex \u5c55\u6703 Keynote \u6f14\u8b1b\u4e2d\uff0c\u5c55\u73fe\u4e86\u7d50\u5408 AI \u8207\u5929\u6c23\u9810\u6e2c\u7684\u6578\u4f4d\u5b7f\u751f\uff1aEarth-2\uff0c\u9019\u9805\u61c9\u7528\u672a\u4f86\u5c07\u5927\u5e45\u63d0\u5347\u5929\u6c23\u9810\u6e2c\u7684\u7cbe\u6e96\u5ea6\uff0c\u4e26\u80fd\u6709\u6548\u5354\u52a9\u4f01\u696d\u8207\u653f\u5e9c\u63d0\u524d\u9632\u7bc4\u6975\u7aef\u6c23\u5019\u6240\u5e36\u4f86\u7684\u707d\u5bb3\uff0c\u5c55\u73fe AI \u61c9\u7528\u7684\u8de8\u57df\u6027\u8207\u9ad8\u6f5b\u529b\u3002\u800c\u6839\u64da IDC \u7684\u300a\u5168\u7403\u4eba\u5de5\u667a\u6167\u652f\u51fa\u6307\u5357\u300b\u5831\u544a\u986f\u793a\uff0c\u4e9e\u592a\u5730\u5340\uff08\u4e0d\u542b\u65e5\u672c\uff09\u5c0d\u65bc\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u6295\u8cc7\u6b63\u5feb\u901f\u589e\u9577\uff0c\u9810\u8a08\u5230 2025 \u5e74\u5c07\u9054\u5230\u7d04 320 \u5104\u7f8e\u5143\u7684\u898f\u6a21\uff0c\u5728 2020 \u5e74\u81f3 2025 \u5e74\u671f\u9593\uff0c\u4e9e\u592a\u5730\u5340\u7684\u4eba\u5de5\u667a\u6167\u652f\u51fa\uff0c\u66f4\u5c07\u4ee5\u6bcf\u5e74 25.2% \u7684\u5e74\u8907\u5408\u6210\u9577\u7387\u6301\u7e8c\u589e\u9577\u3002\u96a8\u8457\u9019\u80a1\u98a8\u6f6e\u4e0d\u65b7\u64f4\u5927\uff0c\u4eba\u5de5\u667a\u6167\u7684\u61c9\u7528\u7bc4\u570d\u4e5f\u65e5\u76ca\u64f4\u5927\uff0c\u5f9e\u91ab\u7642\u3001\u91d1\u878d\u5230\u88fd\u9020\u696d\u548c\u4ea4\u901a\u7b49\u5404\u500b\u9818\u57df\u90fd\u6709\u8457\u5ee3\u6cdb\u7684\u61c9\u7528\u3002KDAN\uff08\u51f1\u923f\uff09\u9577\u671f\u81f4\u529b\u65bc\u63d0\u4f9b\u6578\u4f4d\u5de5\u4f5c\u6d41\u7a0b\u670d\u52d9\uff0c\u4eca\u5e74\u66f4\u63a8\u51fa KDAN AI \u670d\u52d9\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u667a\u80fd\u5316\u8f49\u578b\u7684\u6700\u4f73\u5de5\u5177\uff0c\u672c\u6587\u4e5f\u5c07\u5960\u57fa\u65bc\u6b64\uff0c\u6df1\u5165\u4ecb\u7d39 AI \u61c9\u7528\u6848\u4f8b\u6709\u54ea\u4e9b\uff0c\u4ee5\u53ca\u672a\u4f86\u53ef\u80fd\u7684\u767c\u5c55\u8da8\u52e2\uff0c\u8b93\u4f01\u696d\u53ef\u4ee5\u638c\u63e1\u5148\u6a5f\uff0c\u5728 AI \u5e02\u5834\u4e2d\u7cbe\u6e96\u5b9a\u4f4d\uff0c\u91cb\u653e\u5546\u696d\u6f5b\u529b\u3002 AI \u4eba\u5de5\u667a\u6167\u662f\u4ec0\u9ebc\uff1f \u4eba\u5de5\u667a\u6167\uff08Artificial Intelligence\uff0cAI\uff09\uff0c\u4e5f\u7a31\u70ba\u300c\u4eba\u5de5\u667a\u80fd\u300d\uff0c\u662f\u4e00\u7a2e\u80fd\u5920\u900f\u904e\u6578\u64da\u6f14\u7b97\u4f86\u6a21\u64ec\u4eba\u985e\u601d\u8003\u3001\u57f7\u884c\u4e26\u89e3\u6c7a\u554f\u984c\u7684\u6280\u8853\u3002\u4e3b\u8981\u900f\u904e\u5f9e\u7d93\u9a57\u4e2d\u5b78\u7fd2\u3001\u9069\u61c9\u65b0\u60c5\u6cc1\uff0c\u6210\u70ba\u5177\u5099\u63a8\u7406\u3001\u89e3\u6c7a\u554f\u984c\u548c\u5275\u9020\u529b\uff0c\u4e26\u64c1\u6709\u985e\u4f3c\u4eba\u985e\u667a\u6167\u7684\u6a5f\u5668\u3002\u6b64\u5916\uff0c\u6839\u64da\u4e0d\u540c\u7684\u958b\u767c\u65b9\u5f0f\uff0c\u4eba\u5de5\u667a\u6167\u4e5f\u53ef\u4ee5\u5206\u70ba\u751f\u6210\u5f0f AI \u8207\u5206\u8fa8\u5f0f AI\u3002\u751f\u6210\u5f0f AI \u4e3b\u8981\u662f\u901a\u904e\u6df1\u5ea6\u5b78\u7fd2\u548c\u795e\u7d93\u7db2\u8def\u7522\u751f\u65b0\u8cc7\u6599\uff0c\u7528\u65bc\u5716\u50cf\u548c\u6587\u5b57\u751f\u6210\u7b49\u9818\u57df\uff1b\u800c\u5206\u8fa8\u5f0f AI \u5247\u57fa\u65bc\u8f38\u5165\u8cc7\u6599\u9032\u884c\u8b58\u5225\u3001\u5206\u985e\u548c\u9810\u6e2c\uff0c\u61c9\u7528\u65bc\u6a5f\u5668\u4eba\u3001\u81ea\u52d5\u99d5\u99db\u3001\u4eba\u81c9\u8b58\u5225\u7b49\u65b9\u9762\u3002 AI \u61c9\u7528\u6848\u4f8b\u6709\u54ea\u4e9b\uff1f \u81ea\u4eba\u5de5\u667a\u6167\u554f\u4e16\u4ee5\u4f86\uff0c\u8a31\u591a\u7522\u696d\u9818\u57df\u7d1b\u7d1b\u5e0c\u671b\u53ef\u4ee5\u7d50\u5408 AI\uff0c\u8b93\u7522\u54c1\u6216\u670d\u52d9\u671d\u65b0\u968e\u6bb5\u9081\u9032\uff0c\u70ba\u4f7f\u7528\u8005\u5e36\u4f86\u66f4\u597d\u7684\u9ad4\u9a57\u3002\u4ee5\u4e0b\u5c07\u4ecb\u7d39\u4e94\u9805\u76ee\u524d\u5168\u7403\u8f03\u70ba\u5e38\u898b\u7684 AI \u61c9\u7528\u6848\u4f8b\uff0c\u63d0\u4f9b\u7d66\u60f3\u4f7f\u7528 AI \u61c9\u7528\u670d\u52d9\uff0c\u6216\u662f\u60f3\u671d\u5411\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"\u4eba\u5de5\u667a\u6167\u662f\u4ec0\u9ebc\uff1f\u4e09\u5206\u9418\u5feb\u901f\u4e86\u89e3 AI \u61c9\u7528\u6848\u4f8b\u8207\u672a\u4f86\u767c\u5c55\u8da8\u52e2","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/06\/igor-omilaev-gVQLAbGVB6Q-unsplash-scaled.jpg?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/06\/igor-omilaev-gVQLAbGVB6Q-unsplash-scaled.jpg?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/06\/igor-omilaev-gVQLAbGVB6Q-unsplash-scaled.jpg?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/06\/igor-omilaev-gVQLAbGVB6Q-unsplash-scaled.jpg?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/06\/igor-omilaev-gVQLAbGVB6Q-unsplash-scaled.jpg?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":481394,"url":"https:\/\/www.kdan.com\/zh-tw\/blog\/about\/generative-ai\/","url_meta":{"origin":498697,"position":5},"title":"\u751f\u6210\u5f0fAI\u662f\u4ec0\u9ebc\uff1f\u8207\u5206\u8fa8\u5f0fAI\u6709\u4f55\u4e0d\u540c\uff1f\u5206\u4eab\u61c9\u7528\u6848\u4f8b\u8207\u5be6\u7528\u5de5\u5177","author":"KDAN","date":"August 22, 2025","format":false,"excerpt":"\u751f\u6210\u5f0fAI\u662f\u4e00\u7a2e\u5177\u5275\u9020\u529b\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u53ef\u61c9\u7528\u5728\u884c\u653f\u3001\u4eba\u8cc7\u3001\u6cd5\u52d9\u3001\u7814\u767c\u7b49\u9818\u57df\uff0c\u5e6b\u52a9\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3001\u52a0\u901f\u7522\u696d\u767c\u5c55\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u751f\u6210\u5f0fAI\u7684\u904b\u4f5c\u3001\u985e\u578b\u3001\u8207\u5206\u8fa8\u5f0fAI\u7684\u5dee\u7570\u7b49\u5167\u5bb9\uff0c\u5e36\u4f60\u6df1\u5165\u8a8d\u8b58\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff01 \u4e00\u3001\u751f\u6210\u5f0f AI \u662f\u4ec0\u9ebc\uff1f\u8207\u50b3\u7d71\u5206\u8fa8\u5f0f AI \u6709\u54ea\u4e9b\u5dee\u7570\uff1f \uff08\u4e00\uff09\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\u6982\u5ff5\u4ecb\u7d39 \u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\uff0c\u4e5f\u88ab\u7c21\u7a31\u70ba\u300c\u751f\u6210\u5f0f AI\u300d\uff0c\u662f\u4e00\u7a2e\u5177\u6709\u5275\u9020\u529b\u7684\u4eba\u5de5\u667a\u6167\u6a21\u578b\uff0c\u751f\u6210\u5f0f AI \u53ef\u85c9\u7531\u6df1\u5ea6\u5b78\u7fd2\u3001\u795e\u7d93\u7db2\u8def\u6280\u8853\u4e26\u7d50\u5408\u7528\u6236\u9700\u6c42\uff0c\u9032\u884c\u5c0d\u8a71\u3001\u7522\u51fa\u6545\u4e8b\u3001\u751f\u6210\u5716\u50cf\u3001\u5275\u4f5c\u97f3\u6a02\u3001\u64b0\u5beb\u8a69\u6b4c\u3001\u8a2d\u8a08\u7a0b\u5f0f\u78bc\u7b49\u5404\u7a2e\u8c50\u5bcc\u800c\u8907\u96dc\u7684\u5167\u5bb9\u3002 \u751f\u6210\u5f0f AI \u4e0d\u50c5\u80fd\u56de\u61c9\u6307\u4ee4\uff0c\u66f4\u64c1\u6709\u5f37\u5927\u7684\u5b78\u7fd2\u80fd\u529b\uff0c\u8a31\u591a\u4f01\u696d\u90fd\u722d\u76f8\u5c0e\u5165\u9019\u9805\u6280\u8853\uff0c\u5e0c\u671b\u85c9\u6b64\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3001\u964d\u4f4e\u71df\u904b\u6210\u672c\u3001\u52a0\u901f\u7522\u696d\u767c\u5c55\u3002 \u4f8b\u5982\uff0c\u4f01\u696d\u53ef\u4ee5\u900f\u904e\u751f\u6210\u5f0f AI \u81ea\u52d5\u6458\u8981\u6587\u4ef6\u91cd\u9ede\u5167\u5bb9\uff0c\u6e1b\u8f15\u884c\u653f\u4eba\u54e1\u8ca0\u64d4\uff0c\u6216\u8b93\u751f\u6210\u5f0f AI \u81ea\u52d5\u7d71\u6574\u6578\u64da\u8cc7\u6599\uff0c\u8b93\u7ba1\u7406\u8207\u6c7a\u7b56\u66f4\u52a0\u8fc5\u901f\u3001\u6e96\u78ba\u3002 \uff08\u4e8c\uff09\u751f\u6210\u5f0f AI \u8207\u5206\u8fa8\u5f0f AI \u6709\u54ea\u4e9b\u5dee\u5225\uff1f \u751f\u6210\u5f0f AI \u8207\u5206\u8fa8\u5f0f AI\uff08Discriminative AI\uff09\u662f\u5982\u4eca\u4eba\u5de5\u667a\u6167\u9818\u57df 2 \u5927\u91cd\u8981\u6982\u5ff5\u3002\u5206\u8fa8\u5f0f AI \u662f\u5c0d\u65e2\u6709\u8cc7\u6599\u8cbc\u6a19\u7c64\uff0c\u8cbc\u6a19\u904e\u7a0b\u53ef\u4ee5\u8a13\u7df4\u5176\u5c0d\u76f8\u95dc\u5167\u5bb9\u7684\u5224\u65b7\u3001\u6b78\u985e\u8207\u9810\u6e2c\u80fd\u529b\uff1b\u800c\u751f\u6210\u5f0f AI \u5247\u662f\u7d50\u5408\u6f14\u7b97\u6cd5\uff0c\u53ef\u4ee5\u5f9e\u65e2\u6709\u3001\u6709\u9650\u7684\u8cc7\u6599\u4e2d\u5ef6\u4f38\u51fa\u65b0\u7684\u6578\u64da\u8207\u5167\u5bb9\uff0c\u66f4\u5177\u6709\u5275\u9020\u529b\u3002 \u8209\u4f8b\u800c\u8a00\uff0c\u5206\u8fa8\u5f0f AI \u53ef\u4ee5\u900f\u904e\u5927\u91cf\u7684\u8cbc\u6a19\u8a13\u7df4\uff0c\u5c07\u6587\u4ef6\u5206\u985e\u70ba\u300c\u5408\u7d04\u300d\u3001\u300c\u767c\u7968\u300d\u3001\u300c\u5c65\u6b77\u300d\u7b49\u5404\u500b\u985e\u5225\u3002\u800c\u7d93\u904e\u6f14\u7b97\u6cd5\u8a13\u7df4\u7684\u751f\u6210\u5f0f AI\uff0c\u5247\u80fd\u5c07\u5197\u9577\u7684\u5831\u544a\u5167\u5bb9\u7e3d\u7d50\u6210\u7cbe\u7c21\u7684\u6458\u8981\uff0c\u9084\u53ef\u4ee5\u6839\u64da\u4f7f\u7528\u8005\u7684\u60f3\u6cd5\u8207\u6307\u4ee4\uff0c\u751f\u6210\u7b26\u5408\u671f\u5f85\u7684\u5716\u6587\u8cc7\u8a0a\u3002 \u4ee5\u4e0b\u6bd4\u8f03\u8868\u53ef\u4ee5\u5e6b\u4f60\u5feb\u901f\u91d0\u6e05\u5169\u8005\u5340\u5225\uff0c\u4f9b\u4f60\u53c3\u8003\u3002 AI \u985e\u578b\u751f\u6210\u5f0f AI\u5206\u8fa8\u5f0f AI\u904b\u4f5c\u65b9\u5f0f\u900f\u904e\u5b78\u7fd2\u65e2\u6709\u8cc7\u6599\uff0c\u751f\u6210\u65b0\u7684\u5167\u5bb9\u6216\u89e3\u6c7a\u65b0\u554f\u984c\u3002\u6839\u64da\u8f38\u5165\u8cc7\u6599\uff0c\u9032\u884c\u5206\u985e\u3001\u8b58\u5225\u6216\u9810\u6e2c\u3002\u4e3b\u8981\u529f\u80fd\u5275\u4f5c\u3001\u751f\u6210\u65b0\u5167\u5bb9\u5224\u65b7\u3001\u5206\u985e\u65e2\u6709\u5167\u5bb9\u5e38\u898b\u61c9\u7528\u5716\u50cf\u751f\u6210\u3001\u6587\u5b57\u5275\u4f5c\u3001\u97f3\u6a02\u5275\u4f5c\u5f71\u50cf\u8b58\u5225\u3001\u81ea\u52d5\u99d5\u99db\u3001\u98a8\u63a7\u7cfb\u7d71\u4ee3\u8868\u6a21\u578bChatGPT\u3001Gemini\u3001Llama\u6c7a\u7b56\u6a39\uff08Decision Tree\uff09\u3001\u652f\u6301\u5411\u91cf\u6a5f\uff08SVM\uff09 \u5ef6\u4f38\u95b1\u8b80\uff1a\u4eba\u5de5\u667a\u6167\u5168\u89e3\u6790\uff1a\u539f\u7406\u3001\u512a\u52e2\u53ca\u61c9\u7528\u6848\u4f8b\u4e00\u6b21\u770b\uff01\u00a0 \u5982\u679c\u4f60\u60f3\u8981\u900f\u904e\u751f\u6210\u5f0f AI\u2026","rel":"","context":"In &quot;\u95dc\u65bc KDAN&quot;","block_context":{"text":"\u95dc\u65bc KDAN","link":"https:\/\/www.kdan.com\/zh-tw\/blog\/category\/about\/"},"img":{"alt_text":"\u751f\u6210\u5f0fAI\u4ecb\u7d39\uff5c\u751f\u6210\u5f0fAI\u904b\u4f5c\u65b9\u5f0f\u30014\u985e\u578b\u30017\u7a2e\u61c9\u7528\u6848\u4f8b\u5206\u4eab","src":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-4.png?fit=1080%2C608&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-4.png?fit=1080%2C608&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-4.png?fit=1080%2C608&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-4.png?fit=1080%2C608&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.kdan.com\/zh-tw\/blog\/wp-content\/uploads\/2024\/11\/unnamed-4.png?fit=1080%2C608&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/posts\/498697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/comments?post=498697"}],"version-history":[{"count":4,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/posts\/498697\/revisions"}],"predecessor-version":[{"id":498727,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/posts\/498697\/revisions\/498727"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/media\/498711"}],"wp:attachment":[{"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/media?parent=498697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/categories?post=498697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdan.com\/zh-tw\/blog\/wp-json\/wp\/v2\/tags?post=498697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}