Skip to content

ML Application · Python

docs-to-quiz

Turn your documents into verified quiz questions — RAG retrieval, evidence-span grounding, and multi-LLM cross-verification. Self-hosted, works offline with Ollama.

What it is

The repository is a full-stack application that generates evidence-grounded multiple-choice quiz questions from user-uploaded documents using a retrieval-augmented generation pipeline with a novel Cross-CoVe verification step involving multiple LLM reviewers.

  • aqg
  • chain-of-verification
  • edtech
  • education
  • exam-preparation
  • fastapi
  • gemini
  • llm
  • mcq
  • nextjs

Scored from the code at its last scan, 27 Oct 2026. How merit is scored

Where it counts

  • NLP & LLMs90%
  • Machine Learning80%
  • MLOps40%
  • Data Science30%
  • AI Agents10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

Whole board
  1. 15kvidcacheTraining Experiment · Python62.7/100Advancedkarims
  2. 16proofmarkAI Developer Tool · Python62.2/100Advancedkarims
  3. 17, shared rankllmastsearchAI Developer Tool · Rust62.0/100AdvancedLuiz Cesar Spies
  4. 17, shared rankdocs-to-quizML Application · Python62.0/100AdvancedMuhammad Iqbal Rahmatullah
  5. 19sub-zeroAI Developer Tool · Python61.7/100AdvancedRick

More from Muhammad Iqbal Rahmatullah