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RnD · 2026

Textbook AI

A RAG tutor allowed to answer only from the textbook

  • RAG
  • Qdrant
  • Citations
  • Next.js
Textbook AI

Context

A student needs an answer they can trust, not a plausible fabrication.

Task

Build an AI that answers only from the official textbook and shows where it took the answer from.

Approach

RAG with mandatory page citation, a topic tree and a learning roadmap.

Result

Every answer traces to a source page; questions outside the textbook stay honestly unanswered.