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Update MCQ.py
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MCQ.py
CHANGED
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@@ -1,149 +1,149 @@
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import streamlit as st
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import openai
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import re
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from docx import Document
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from docx.enum.text import WD_ALIGN_PARAGRAPH
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from io import BytesIO
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# Set up OpenAI API
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openai.api_key = "
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# Function to get MCQ questions from OpenAI GPT-3.5
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def generate_mcq_questions(topic, difficulty, num_questions):
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prompt = f"""
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Generate a multiple-choice quiz with the following specifications:
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- Topic: "{topic}"
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- Difficulty level: "{difficulty}"
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- Number of questions: {num_questions}
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- Each question should have 4 options labeled a, b, c, and d.
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- Each option should be brief (2-3 words).
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- Clearly specify the correct answer for each question.
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Ensure the questions and options are:
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1. Clear and concise.
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2. Relevant to the specified topic.
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3. Appropriately challenging based on the specified difficulty level.
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4. Complete with all parts included.
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Do not include code-related questions.
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Example format:
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Q1: What is the capital of France?
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a. Berlin
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b. Madrid
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c. Paris
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d. Rome
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Answer: c
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Quiz:
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"""
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response = openai.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=[{"role": "system", "content": "You are a expert who helps in generating MCQs."},
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{"role": "user", "content": prompt}],
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max_tokens=1500,
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n=1,
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stop=None,
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temperature=0.4
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)
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return response.choices[0].message.content
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# Function to format the generated quiz to exclude answers and add selection options
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def format_quiz(quiz):
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lines = quiz.split("\n")
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formatted_quiz = []
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current_question = []
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for line in lines:
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if re.match(r"^Q\d+: ", line):
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if current_question:
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formatted_quiz.append(current_question)
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current_question = [line]
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elif re.match(r"^[a-d]\. ", line):
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current_question.append(line)
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elif re.match(r"^Answer: ", line):
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current_question.append(line)
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if current_question:
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formatted_quiz.append(current_question)
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return formatted_quiz
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# Function to generate a DOCX document
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def generate_docx(quiz, heading1, heading2):
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doc = Document()
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heading1_paragraph = doc.add_heading(heading1, level=0)
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heading1_paragraph.alignment = WD_ALIGN_PARAGRAPH.CENTER
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heading2_paragraph = doc.add_heading(heading2, level=2)
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heading2_paragraph.alignment = WD_ALIGN_PARAGRAPH.CENTER
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doc.add_paragraph("Name:")
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doc.add_paragraph("Roll number:")
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doc.add_paragraph("Class:")
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doc.add_paragraph("Section:")
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doc.add_paragraph("") # Add space after the fields
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for question in quiz:
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for line in question:
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if not re.match(r"^Answer: ", line):
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doc.add_paragraph(line)
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doc.add_paragraph("") # Add a line break between questions
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# Save document to BytesIO object
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doc_io = BytesIO()
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doc.save(doc_io)
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doc_io.seek(0)
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return doc_io
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# Streamlit app
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def MCQ():
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st.title("MCQ Quiz Generator")
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# Input fields for quiz parameters
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institute_name = st.text_input("Enter the Name of Institute:")
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quiz_title = st.text_input("Enter the quiz title:")
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topic = st.text_input("Enter the topic:")
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difficulty = st.selectbox("Select the difficulty level:", ["Beginner", "Intermediate", "Expert"])
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num_questions = st.number_input("Enter the number of questions:", min_value=1, max_value=20, value=5)
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# Generate quiz button
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if st.button("Generate Quiz"):
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if topic:
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with st.spinner("Generating questions..."):
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quiz = generate_mcq_questions(topic, difficulty, num_questions)
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formatted_quiz = format_quiz(quiz)
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st.subheader("Generated Quiz:")
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if institute_name:
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st.write(f"*{institute_name}*")
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if quiz_title:
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st.write(f"*{quiz_title}*")
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# Store the quiz in session state
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st.session_state['quiz'] = formatted_quiz
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# Generate DOCX and provide download button
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docx_content = generate_docx(formatted_quiz, institute_name, quiz_title)
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st.session_state['docx_content'] = docx_content
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else:
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st.error("Please enter a topic to generate the quiz.")
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# Display the quiz and allow users to view options
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if 'quiz' in st.session_state:
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for i, question in enumerate(st.session_state['quiz']):
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st.write(question[0])
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options = question[1:]
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for line in options:
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if "Answer: " in line:
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st.write(f"Correct answer: {line.split(': ')[1]}")
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else:
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st.write(line)
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# Download DOCX button
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if 'quiz' in st.session_state and 'docx_content' in st.session_state:
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st.download_button(
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label="Download Quiz as DOCX",
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data=st.session_state['docx_content'],
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file_name=f"{topic} quiz.docx",
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mime="application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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)
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import streamlit as st
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import openai
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import re
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from docx import Document
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from docx.enum.text import WD_ALIGN_PARAGRAPH
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from io import BytesIO
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import os
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# Set up OpenAI API
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openai.api_key = os.environ["key"]
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# Function to get MCQ questions from OpenAI GPT-3.5
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def generate_mcq_questions(topic, difficulty, num_questions):
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prompt = f"""
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Generate a multiple-choice quiz with the following specifications:
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- Topic: "{topic}"
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+
- Difficulty level: "{difficulty}"
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- Number of questions: {num_questions}
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+
- Each question should have 4 options labeled a, b, c, and d.
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+
- Each option should be brief (2-3 words).
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+
- Clearly specify the correct answer for each question.
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+
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Ensure the questions and options are:
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1. Clear and concise.
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2. Relevant to the specified topic.
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+
3. Appropriately challenging based on the specified difficulty level.
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4. Complete with all parts included.
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+
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Do not include code-related questions.
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+
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Example format:
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Q1: What is the capital of France?
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a. Berlin
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b. Madrid
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c. Paris
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d. Rome
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Answer: c
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Quiz:
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"""
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response = openai.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=[{"role": "system", "content": "You are a expert who helps in generating MCQs."},
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{"role": "user", "content": prompt}],
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max_tokens=1500,
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n=1,
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stop=None,
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temperature=0.4
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)
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return response.choices[0].message.content
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# Function to format the generated quiz to exclude answers and add selection options
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def format_quiz(quiz):
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lines = quiz.split("\n")
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formatted_quiz = []
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current_question = []
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for line in lines:
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if re.match(r"^Q\d+: ", line):
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if current_question:
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formatted_quiz.append(current_question)
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current_question = [line]
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elif re.match(r"^[a-d]\. ", line):
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current_question.append(line)
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elif re.match(r"^Answer: ", line):
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current_question.append(line)
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if current_question:
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formatted_quiz.append(current_question)
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return formatted_quiz
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# Function to generate a DOCX document
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def generate_docx(quiz, heading1, heading2):
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doc = Document()
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heading1_paragraph = doc.add_heading(heading1, level=0)
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heading1_paragraph.alignment = WD_ALIGN_PARAGRAPH.CENTER
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heading2_paragraph = doc.add_heading(heading2, level=2)
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heading2_paragraph.alignment = WD_ALIGN_PARAGRAPH.CENTER
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doc.add_paragraph("Name:")
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doc.add_paragraph("Roll number:")
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doc.add_paragraph("Class:")
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doc.add_paragraph("Section:")
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doc.add_paragraph("") # Add space after the fields
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for question in quiz:
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for line in question:
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if not re.match(r"^Answer: ", line):
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doc.add_paragraph(line)
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doc.add_paragraph("") # Add a line break between questions
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# Save document to BytesIO object
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doc_io = BytesIO()
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doc.save(doc_io)
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doc_io.seek(0)
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return doc_io
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# Streamlit app
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def MCQ():
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st.title("MCQ Quiz Generator")
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# Input fields for quiz parameters
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institute_name = st.text_input("Enter the Name of Institute:")
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quiz_title = st.text_input("Enter the quiz title:")
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topic = st.text_input("Enter the topic:")
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difficulty = st.selectbox("Select the difficulty level:", ["Beginner", "Intermediate", "Expert"])
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num_questions = st.number_input("Enter the number of questions:", min_value=1, max_value=20, value=5)
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# Generate quiz button
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if st.button("Generate Quiz"):
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if topic:
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with st.spinner("Generating questions..."):
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quiz = generate_mcq_questions(topic, difficulty, num_questions)
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formatted_quiz = format_quiz(quiz)
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st.subheader("Generated Quiz:")
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if institute_name:
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st.write(f"*{institute_name}*")
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if quiz_title:
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st.write(f"*{quiz_title}*")
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# Store the quiz in session state
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st.session_state['quiz'] = formatted_quiz
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# Generate DOCX and provide download button
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docx_content = generate_docx(formatted_quiz, institute_name, quiz_title)
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st.session_state['docx_content'] = docx_content
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else:
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st.error("Please enter a topic to generate the quiz.")
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# Display the quiz and allow users to view options
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if 'quiz' in st.session_state:
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for i, question in enumerate(st.session_state['quiz']):
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st.write(question[0])
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options = question[1:]
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for line in options:
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if "Answer: " in line:
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st.write(f"Correct answer: {line.split(': ')[1]}")
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else:
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st.write(line)
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# Download DOCX button
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if 'quiz' in st.session_state and 'docx_content' in st.session_state:
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st.download_button(
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label="Download Quiz as DOCX",
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data=st.session_state['docx_content'],
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file_name=f"{topic} quiz.docx",
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mime="application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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)
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