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Khubaibusmanai/
document-question-maker-basic

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Document Topic & Question Generator + Answer Checker (Medium Level)

This model processes a document (PDF, DOCX, or TXT) and performs:

1. Text Extraction

Extracts text from:

PDF
DOCX
TXT

2. Topic Summary

Automatically generates a short topic summary using DistilBART.

3. Question Generation

Creates 3 medium-level questions from the document using a T5 question-generation model.

4. Answer Checking

Checks user's answers using semantic similarity (Sentence-BERT). Outputs:

Correct
Partially Correct
Incorrect with similarity scores.

📌 How to Use

python

from model import process_document, check_answer

output = process_document("sample.pdf")

print(output["summary"])
print(output["questions"])

# Checking answer
result = check_answer("my answer", output["questions"][0]["answer"])
print(result)

Khubaibusmanai/document-question-maker-basic