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In development

UniAssist

A verified-source university information assistant for international students navigating high-stakes decisions.

RAGCurated PDFsWeb contentTelegramMAX

Problem

International students need dependable university information, but unverified answers can create avoidable risk.

Solution

UniAssist retrieves from administrator-curated PDFs and web content, then grounds and verifies responses before delivering them to students.

Architecture

A retrieval-augmented generation flow connects a curated knowledge base to a response layer and an answer-verification layer, with Telegram and MAX as delivery targets.

Technical decisions

  • Use administrator-curated material instead of an open web corpus.
  • Ground answers in retrieved source material.
  • Add an answer-verification layer before delivery.
  • Design for Telegram and MAX as distinct delivery targets.

Challenges

  • Maintaining a trusted source collection as university information changes.
  • Making source-grounded answers clear enough for real student decisions.

Results

Public performance metrics are not available for this project.

Current status

In development.