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AI Knowledge Assistant Case / Demo

From the NTUT iFIRST demo to your own LINE AI knowledge assistant

This demo is built from public NTUT iFIRST documents. It proves the same method can work for schools, departments, SMEs, manufacturers, support teams, and internal SOPs: users ask in LINE or on the web, and the AI answers from documents with sources.

NTUT iFIRST AI Document Q&A Demo

This is not just a school project. It is a repeatable AI knowledge assistant case for schools, SMEs, and organizations. The demo is built from public documents and can answer selected questions about Artificial Intelligence, Information Security, and Semiconductor program rules, forms, and study information with source citations.

  • Official document retrieval
  • Three knowledge collections
  • Source citations
  • Traditional Chinese answers
  • LINE / Web demo ready
  • Local Ollama backend option
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Video Demo

NTUT iFIRST AI Document Q&A Demo

Build a LINE-searchable AI Knowledge Assistant from public documents

This demo uses public documents to show how rules, forms, and program information can become a LINE-searchable AI Knowledge Assistant.

This demo uses public information from NTUT iFIRST and is provided only for technical demonstration and business case-study purposes. Official rules should still be confirmed through school announcements and office replies.

iFIRST demo chatbot

Use this to try the public-document RAG demo and test document Q&A with source citations.

View Demo QR Code

LINE101Chat business account

Use this to ask about AI Knowledge Assistant services, free assessment, PoC scope, documents, and implementation.

View Business LINE
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QR Code Guide

Try the demo, then ask about implementation

There are two LINE chatbots here: the NTUT demo chatbot is for testing public-document RAG Q&A; the LINE101Chat business chatbot is for discussing your documents, free assessment, and PoC.

Try the NTUT iFIRST document Q&A demo

Try the NTUT iFIRST document Q&A demo

Try AI document Q&A with public document retrieval, source citations, and LINE chat flow.

Channel ID 2007782998

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What the demo proves

Official documents can become a LINE-searchable AI knowledge assistant with source citations.

Where this applies

Admissions FAQs, SOPs, product manuals, internal policies, form workflows, support knowledge bases, and school admin Q&A.

How to start

Use 20-30 pages of official documents and 30-50 common questions for a free assessment before deciding on a Starter PoC.

Want to build a similar AI knowledge assistant for your school or company?

Start with a free assessment using 20-30 pages of official documents to confirm document quality, source-citation needs, use case, and PoC scope.

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