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academic integrity analyzer that reviews documents for similarity, writing patterns, and citation gaps.

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VERITY — Academic Integrity Analyzer

A tool to analyze academic documents for writing patterns, similarity, and originality feedback.
This tool helps students review their assignments and improve academic integrity before final submission.

🎥 Watch Demo:
https://youtu.be/KjY9r7IOj6k


📌 Features

  • 📄 Document Upload
    • Upload PDF/DOCX/text files for review.
  • 🔍 Similarity & Writing Pattern Feedback
    • Identifies repeated definitions and structure issues.
  • 📚 Citation Suggestions
    • Highlights missing references and common citation gaps.
  • ✍️ Originality Improvement Tips
    • Offers suggestions to improve writing quality and authenticity.

🚀 How It Works

VERITY analyzes the document and generates a simple, academic integrity report with:

  • Overall risk assessment
  • Similarity review
  • Writing structure feedback
  • Citation review
  • Suggestions for improvement

This tool does not perform internet/database plagiarism checks. It provides guidance based on patterns and academic writing norms.


🧠 Technologies

  • Google AI Studio + Gemini
  • Prompt-based document analysis

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academic integrity analyzer that reviews documents for similarity, writing patterns, and citation gaps.

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