past-exam-matcher

What problem does it solve?

This tool automatically identifies and measures the similarity between newly generated questions and a repository of past-exam items to prevent duplicates and guide quality control.

Core Features & Use Cases

• Semantic similarity scoring between new questions and past exams to quantify likeness.
• Duplicate and near-duplicate detection to flag potential repetitions before publishing.
• Support for MCQ and open-ended questions with optional concept or topic matching to refine comparisons.
• Quality assurance workflow by surfacing related past items for reference and veto decisions.

Quick Start

Provide a new exam question and trigger the similarity check against the past-exams corpus to obtain a similarity report.