{"id":1433,"date":"2026-06-14T03:18:33","date_gmt":"2026-06-13T19:18:33","guid":{"rendered":"https:\/\/aifed.now\/conference\/?page_id=1433"},"modified":"2026-06-14T03:18:33","modified_gmt":"2026-06-13T19:18:33","slug":"%e4%b8%bb%e9%a1%8c%e4%b8%80%ef%bc%9a%e6%95%99%e5%b8%ab%e8%b3%a6%e8%83%bd-%e8%94%a1%e9%88%ba%e9%bc%8e-labu%ef%bc%9a%e9%80%a2%e7%94%b2%e5%a4%a7%e5%ad%b8%e6%a0%a1%e5%9c%92-ai-%e5%8a%a9%e6%95%99","status":"publish","type":"page","link":"https:\/\/aifed.now\/conference\/?page_id=1433","title":{"rendered":"\u4e3b\u984c\u4e00\uff1a\u6559\u5e2b\u8ce6\u80fd \/ \u8521\u923a\u9f0e \/ LaBu\uff1a\u9022\u7532\u5927\u5b78\u6821\u5712 AI \u52a9\u6559\u8207 Vibe-Coding \u5b78\u7fd2\u5e73\u53f0"},"content":{"rendered":"<\/p>\n<h3>LaBu\uff1a\u9022\u7532\u5927\u5b78\u6821\u5712 AI \u52a9\u6559\u8207 Vibe-Coding \u5b78\u7fd2\u5e73\u53f0<\/h3>\n<\/p>\n<div style=\"display: flex; align-items: center; gap: 15px;\">\n<p>  <img decoding=\"async\" width=\"200\" src=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/177968474391df729d63-18-\u622a\u5716-2026-05-25-\u4e2d\u534812.49.27.png\" alt=\"\u8521\u923a\u9f0e\" style=\"box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\" \/><\/p>\n<p>  <strong>\u8b1b\u8005\/Speaker\uff1a<\/strong> <span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> \u8521\u923a\u9f0e, Yu-Ting Tsai <\/span>  <\/p>\n<\/div>\n<p><\/p>\n<div style=\"line-height:1.2em; background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<p>\u672c\u8a08\u756b\u4ee5\u300c\u4e00\u4eba\u4e00 AI \u52a9\u6559\u5925\u4f34\u300d\u70ba\u6838\u5fc3\u9858\u666f\uff0c\u81f4\u529b\u65bc\u5be6\u8e10\u6559\u80b2\u8cc7\u6e90\u5e73\u7b49\u7684\u7406\u5ff5\u3002\u5118\u7ba1\u4eba\u5de5\u667a\u6167\u6280\u8853\u65e5\u65b0\u6708\u7570\uff0c\u5df2\u6210\u70ba\u73fe\u4ee3\u5b78\u7fd2\u4e0d\u53ef\u6216\u7f3a\u7684\u95dc\u9375\u5de5\u5177\uff0c\u4f46\u6821\u5712\u5834\u57df\u4e2d\u4ecd\u5b58\u5728\u8cc7\u6e90\u5206\u914d\u4e0d\u5747\u3001\u5e73\u53f0\u529f\u80fd\u5206\u6563\u4ee5\u53ca\u4f7f\u7528\u9580\u6abb\u904e\u9ad8\u7b49\u73fe\u5be6\u6311\u6230\u3002\u9019\u4e9b\u554f\u984c\u5c0d\u65bc\u7d93\u6fdf\u5f31\u52e2\u5b78\u751f\u7684\u5f71\u97ff\u5c24\u70ba\u986f\u8457\uff0c\u9ad8\u6602\u7684\u5546\u696d AI \u670d\u52d9\u8cbb\u7528\u5f80\u5f80\u6210\u70ba\u4ed6\u5011\u7372\u53d6\u77e5\u8b58\u7684\u91cd\u5927\u963b\u7919\u3002\u57fa\u65bc\u6b64\u80cc\u666f\uff0c\u672c\u8a08\u756b\u8a2d\u8a08\u4e26\u958b\u767c\u4e86 LaBu\u2014\u2014\u4e00\u500b\u5c08\u70ba\u6821\u5712\u5834\u666f\u6253\u9020\u7684 AI \u52a9\u6559\u5e73\u53f0\u3002\u8a72\u5e73\u53f0\u6253\u7834\u4e86\u79d1\u7cfb\u8207\u7d93\u6fdf\u689d\u4ef6\u7684\u9650\u5236\uff0c\u65e8\u5728\u70ba\u6bcf\u4e00\u4f4d\u5b78\u751f\u63d0\u4f9b\u7a69\u5b9a\u3001\u53ef\u6301\u7e8c\u7684 AI \u52a9\u6559\u9ad4\u9a57\uff0c\u9032\u800c\u6709\u6548\u7e2e\u5c0f\u57ce\u9109\u9593\u8207\u4e0d\u540c\u79d1\u7cfb\u9593\u7684\u8cc7\u6e90\u843d\u5dee\u3002<\/p>\n<p>LaBu \u7684\u6838\u5fc3\u5275\u65b0\u5728\u65bc\u5c07 AI \u5f9e\u300c\u88ab\u52d5\u7684\u8cc7\u8a0a\u63d0\u4f9b\u8005\u300d\u6df1\u5ea6\u8f49\u5316\u70ba\u300c\u6821\u5712\u6559\u5b78\u751f\u614b\u7684\u95dc\u9375\u6210\u54e1\u300d\u3002\u7cfb\u7d71\u7684\u5275\u65b0\u512a\u52e2\u5177\u9ad4\u9ad4\u73fe\u5728\u56db\u500b\u9762\u5411\uff1a\u7b2c\u4e00\uff0c\u5efa\u7acb\u5171\u4eab\u5e73\u53f0\uff0c\u4e0d\u50c5\u964d\u4f4e\u5b78\u751f\u7684\u5b78\u7fd2\u8ca0\u64d4\uff0c\u66f4\u6709\u6548\u6574\u5408\u4e86\u6821\u5167\u7684\u5b78\u7fd2\u8cc7\u6e90\uff1b\u7b2c\u4e8c\uff0c\u63a1\u7528\u4efb\u52d9\u5c0e\u5411\u7684\u5de5\u4f5c\u6d41\u7a0b\u8a2d\u8a08\uff0c\u5c07\u8907\u96dc\u7684\u5927\u578b\u4efb\u52d9\u62c6\u89e3\u70ba\u53ef\u64cd\u4f5c\u7684\u5b50\u4efb\u52d9\uff0c\u5f15\u5c0e\u5b78\u751f\u5728\u6bcf\u500b\u968e\u6bb5\u7372\u5f97\u6070\u7576\u7684 AI \u6307\u5f15\u3002<\/p>\n<p>\u5728\u6280\u8853\u5be6\u4f5c\u65b9\u9762\uff0c\u7cfb\u7d71\u4ee5 JS \u524d\u7aef\uff0bPython \u5f8c\u7aef\uff08Flask Framework\uff09\u70ba\u6838\u5fc3\uff0c\u4e32\u63a5\u5927\u8a9e\u8a00\u6a21\u578b API\uff0c\u4e26\u904b\u7528\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853\u7d50\u5408\u5411\u91cf\u8cc7\u6599\u5eab\uff0c\u5be6\u73fe\u5c08\u696d\u9818\u57df\u77e5\u8b58\u7684\u9ad8\u6548\u6aa2\u7d22\u8207\u7cbe\u6e96\u56de\u61c9\u3002\u5e73\u53f0\u63a1\u96f2\u7aef\u90e8\u7f72\u6a21\u5f0f\uff0c\u78ba\u4fdd\u4e86\u7cfb\u7d71\u7684\u9ad8\u53ef\u7528\u6027\u4e0e\u53ef\u53ca\u6027\u3002\u672c\u8a08\u756b\u7684\u7406\u8ad6\u57fa\u790e\u878d\u5408\u683c\u5f0f\u5316\u7684 CDIO \u6559\u80b2\u6a21\u5f0f\u8207\u5c08\u6848\u5c0e\u5411\u5b78\u7fd2\uff08Project-Based Learning\uff09\uff0c\u4e26\u6ce8\u5165 Vibe-Coding \u7684\u5275\u65b0\u7cbe\u795e\uff0c\u63d0\u4f9b\u4e86\u4e00\u5957\u5b8c\u5584\u7684 AI \u8f14\u52a9\u6559\u5b78\u65b9\u6848\u3002\u7814\u7a76\u7d50\u679c\u8b49\u5be6\uff0c\u900f\u904e\u5c08\u5c6c\u6821\u5712\u5834\u666f\u7684 AI \u5e73\u53f0\u8a2d\u8a08\uff0c\u4e0d\u50c5\u80fd\u986f\u8457\u63d0\u5347\u6559\u5b78\u6548\u7387\u8207\u5b78\u7fd2\u6210\u6548\uff0c\u66f4\u80fd\u5177\u9ad4\u5be6\u8e10\u6559\u80b2\u8cc7\u6e90\u5e73\u7b49\u7684\u91cd\u5927\u793e\u6703\u4f7f\u547d\u3002<\/p>\n<p>\u00a0<\/p>\n<hr\/>\n<p>This project advances the vision of \"one student, one AI teaching assistant companion,\" striving to promote educational resource equity. While artificial intelligence has become an essential tool for modern learning due to its rapid technological advancement, campus environments still encounter significant challenges, including uneven resource distribution, fragmented AI platforms, and high accessibility barriers. These issues disproportionately affect economically disadvantaged students, for whom the high costs of commercial AI service subscriptions serve as a major obstacle to access. To address these challenges, this project designed and developed LaBu, a campus-specific AI assistant platform. LaBu aims to break the barriers of academic majors and financial circumstances, providing every student with a stable, sustainable AI companion, and thereby helping to bridge the digital divide between urban and rural areas, as well as across different disciplines.<\/p>\n<p>The core innovation of this research lies in transforming AI from a \"passive information provider\" into an integral component of the campus teaching ecosystem. The system features four key innovations: First, it establishes a university-wide shared platform that alleviates economic burdens while consolidating campus learning resources. Second, it adopts a task-oriented workflow design that breaks down complex objectives into manageable sub-tasks, guiding students through a step-by-step process with contextually appropriate AI assistance.<\/p>\n<p>From a technical perspective, the system is built upon a JS frontend + Python backend (Flask Framework), integrates Large Language Model APIs, and employs Retrieval-Augmented Generation (RAG) combined with a vector database for efficient professional knowledge retrieval and precise response generation. The platform utilizes a cloud-based deployment model to ensure high stability and accessibility. Grounded in the CDIO educational methodology and Project-Based Learning principles, and infused with the spirit of Vibe-Coding, this project offers a comprehensive AI-assisted teaching framework. The research demonstrates that a purpose-built campus AI platform can not only effectively enhance teaching efficiency and learning outcomes but also fulfill the critical goal of educational resource equity.<\/p>\n<p>\u00a0<\/p>\n<\/div>\n<p>\u00a0<\/p>\n<div style=\"background-color: #ffffff; margin: 5px; border:1px #19130B solid; border-radius:10px; padding:10px; box-shadow: 4px 4px 10px 0px rgba(0, 0, 0, 0.2)\">\n<ul>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u8ad6\u6587\u5168\u6587\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"><a href=\"https:\/\/aifed.now\/conference\/wp-content\/uploads\/wpxform-uploads\/17803271681fb9e0a3cd-16-LaBu_Submission_Expanded.pdf\" target=\"_blank\">LaBu\uff1a\u9022\u7532\u5927\u5b78\u6821\u5712 AI \u52a9\u6559\u8207 Vibe-Coding \u5b78\u7fd2\u5e73\u53f0<\/a><\/span><\/li>\n<li style=\"padding:10px 5px; line-height:1.5em;\"><strong>\u5f71\u50cf\uff1a<\/strong><span style=\"font-weight:bold; line-height:1.5em; background-color:#e7f49c; padding:0px 2px; border:1px; border-radius:10px;\"> <a href=\"https:\/\/youtu.be\/u_iulCBGLCo?si=d9XiEcACFbpV_6jg\" target=\"_blank\">\u76f8\u95dc\u5f71\u7247<\/a><\/span><\/li>\n<\/ul>\n<\/div>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>LaBu\uff1a\u9022\u7532\u5927\u5b78\u6821\u5712 AI \u52a9\u6559\u8207 Vibe-Coding \u5b78\u7fd2\u5e73\u53f0 \u8b1b\u8005\/Speaker\uff1a \u8521\u923a\u9f0e, Yu &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1433","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1433"}],"version-history":[{"count":7,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1433\/revisions"}],"predecessor-version":[{"id":1914,"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=\/wp\/v2\/pages\/1433\/revisions\/1914"}],"wp:attachment":[{"href":"https:\/\/aifed.now\/conference\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}