University FAQ assistant / 2026
University FAQ Assistant
Overview
UniFAQ AI answers university questions from official university web pages, so responses can be traced back to a source.
How it works
- Retrieval: scrapes, cleans, chunks and ranks official pages.
- Answers: Gemini generates a concise answer with citations and a confidence score.
- Feedback: users rate answers, and ratings are stored as JSONL.
- Admin dashboard: shows summary metrics and exports feedback as CSV.
Stack
Next.js, React, TypeScript, Tailwind CSS, Google Generative AI SDK