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Raghu-Shikari
commited on
Update app,py
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app,py
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import streamlit as st
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from transformers import pipeline
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# Load the Hugging Face model for question generation
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question_generator = pipeline("text2text-generation", model="valhalla/t5-small-qg-hl")
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# Function to generate MCQs
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def generate_mcqs(content, num_questions):
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# Generate questions
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questions = question_generator(content, max_length=512, num_return_sequences=num_questions)
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return questions
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# Streamlit UI
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st.title("MCQ Generator using Hugging Face")
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content = st.text_area("Enter the content from which MCQs will be generated:", height=200)
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num_questions = st.number_input("Enter the number of MCQs to generate:", min_value=1, max_value=20, value=5, step=1)
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if st.button("Generate MCQs"):
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if content:
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mcqs = generate_mcqs(content, num_questions)
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for i, mcq in enumerate(mcqs):
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st.write(f"Q{i+1}: {mcq['generated_text']}")
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else:
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st.warning("Please enter the content to generate MCQs.")
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