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Update app.py
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app.py
CHANGED
@@ -3,71 +3,6 @@ import google.generativeai as genai
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genai.configure(api_key="AIzaSyBPQF0g5EfEPzEiGRzA3iNzJZK4jDukMvE")
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# model = genai.GenerativeModel('gemini-pro')
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# def generate_summary_and_quiz(transcript, num_questions):
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# """Generate a summary and quiz questions based on the video transcript."""
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# prompt = f"""
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# Based on the following video lecture transcript, please provide:
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# 1. A concise summary of the main points (about 100 words)
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# 2. {num_questions} multiple-choice quiz questions to test understanding of key concepts
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# Transcript:
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# {transcript}
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# Format your response as follows:
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# Summary:
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# [Your summary here]
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# Quiz Questions:
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# 1. [Question]
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# a) [Option A]
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# b) [Option B]
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# c) [Option C]
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# d) [Option D]
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# Correct Answer: [Correct option letter]
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# 2. [Next question and options...]
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# Ensure the questions cover different aspects of the lecture and vary in difficulty.
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# """
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# try:
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# response = model.generate_content(prompt)
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# return response.text
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# except Exception as e:
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# return f"Error generating summary and quiz: {str(e)}"
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# def process_lecture(transcript, num_questions):
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# with gr.Row():
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# gr.Markdown("Generating summary and quiz...")
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# result = generate_summary_and_quiz(transcript, num_questions)
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# return result
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# with gr.Blocks() as demo:
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# gr.Markdown("# Video Lecture Summarizer and Quiz Generator")
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# transcript_input = gr.Textbox(label="Video Lecture Transcript", lines=10, placeholder="Paste the video transcript or a detailed description of the lecture content here...")
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# num_questions = gr.Slider(minimum=1, maximum=10, value=3, step=1, label="Number of Quiz Questions")
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# generate_btn = gr.Button("Generate Summary and Quiz")
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# output = gr.Textbox(label="Summary and Quiz", lines=20)
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# generate_btn.click(process_lecture, inputs=[transcript_input, num_questions], outputs=output)
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# if __name__ == "__main__":
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# demo.launch()
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import gradio as gr
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import google.generativeai as genai
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import re
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# Initialize Gemini API (replace with your actual API key)
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# genai.configure(api_key="YOUR_API_KEY_HERE")
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# Initialize the model
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model = genai.GenerativeModel('gemini-pro')
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def generate_summary_and_quiz(transcript, num_questions):
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@@ -107,84 +42,142 @@ def process_lecture(transcript, num_questions):
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with gr.Row():
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gr.Markdown("Generating summary and quiz...")
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result = generate_summary_and_quiz(transcript, num_questions)
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summary = summary_match.group(1).strip() if summary_match else "Summary not found."
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def check_answers(questions, *user_answers):
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# Create the Gradio interface
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with gr.Blocks() as demo:
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if __name__ == "__main__":
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genai.configure(api_key="AIzaSyBPQF0g5EfEPzEiGRzA3iNzJZK4jDukMvE")
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model = genai.GenerativeModel('gemini-pro')
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def generate_summary_and_quiz(transcript, num_questions):
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with gr.Row():
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gr.Markdown("Generating summary and quiz...")
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result = generate_summary_and_quiz(transcript, num_questions)
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return result
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with gr.Blocks() as demo:
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gr.Markdown("# Video Lecture Summarizer and Quiz Generator")
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transcript_input = gr.Textbox(label="Video Lecture Transcript", lines=10, placeholder="Paste the video transcript or a detailed description of the lecture content here...")
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num_questions = gr.Slider(minimum=1, maximum=10, value=3, step=1, label="Number of Quiz Questions")
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generate_btn = gr.Button("Generate Summary and Quiz")
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output = gr.Textbox(label="Summary and Quiz", lines=20)
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generate_btn.click(process_lecture, inputs=[transcript_input, num_questions], outputs=output)
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if __name__ == "__main__":
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demo.launch()
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# model = genai.GenerativeModel('gemini-pro')
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# def generate_summary_and_quiz(transcript, num_questions):
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# """Generate a summary and quiz questions based on the video transcript."""
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# prompt = f"""
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# Based on the following video lecture transcript, please provide:
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# 1. A concise summary of the main points (about 100 words)
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# 2. {num_questions} multiple-choice quiz questions to test understanding of key concepts
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# Transcript:
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# {transcript}
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# Format your response as follows:
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# Summary:
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# [Your summary here]
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# Quiz Questions:
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# 1. [Question]
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# a) [Option A]
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# b) [Option B]
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# c) [Option C]
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# d) [Option D]
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# Correct Answer: [Correct option letter]
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# 2. [Next question and options...]
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# Ensure the questions cover different aspects of the lecture and vary in difficulty.
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# """
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# try:
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# response = model.generate_content(prompt)
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# return response.text
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# except Exception as e:
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# return f"Error generating summary and quiz: {str(e)}"
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# def process_lecture(transcript, num_questions):
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# with gr.Row():
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# gr.Markdown("Generating summary and quiz...")
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# result = generate_summary_and_quiz(transcript, num_questions)
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# # Extracting summary and questions
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# summary_match = re.search(r'Summary:(.*?)Quiz Questions:', result, re.DOTALL)
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# summary = summary_match.group(1).strip() if summary_match else "Summary not found."
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# questions_match = re.findall(r'(\d+\.\s.*?)(?=\d+\.|$)', result.split('Quiz Questions:')[1], re.DOTALL)
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# questions = [q.strip() for q in questions_match]
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# return summary, questions
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# def create_quiz_interface(questions):
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# quiz_elements = []
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# for i, question in enumerate(questions):
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# q_parts = question.split('\n')
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# q_text = q_parts[0].split('.', 1)[1].strip()
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# options = [opt.strip() for opt in q_parts[1:5]]
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# quiz_elements.extend([
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# gr.Markdown(f"**Question {i+1}:** {q_text}"),
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# gr.Radio(options, label=f"Options for Question {i+1}")
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# ])
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# return quiz_elements
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# def check_answers(questions, *user_answers):
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# correct_answers = []
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# user_results = []
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# for question, user_answer in zip(questions, user_answers):
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# correct_answer = re.search(r'Correct Answer: (\w)', question).group(1)
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# correct_answers.append(correct_answer)
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# options = [opt.strip() for opt in question.split('\n')[1:5]]
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# user_choice = chr(ord('a') + options.index(user_answer)) if user_answer in options else 'No answer'
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# is_correct = user_choice == correct_answer
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# user_results.append(f"Your answer: {user_choice}, Correct answer: {correct_answer}, {'Correct!' if is_correct else 'Incorrect'}")
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# return "\n".join(user_results)
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# # Create the Gradio interface
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# with gr.Blocks() as demo:
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# gr.Markdown("# Interactive Video Lecture Assistant")
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# with gr.Tab("Generate Summary and Quiz"):
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# transcript_input = gr.Textbox(label="Video Lecture Transcript", lines=10, placeholder="Paste the video transcript or a detailed description of the lecture content here...")
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# num_questions = gr.Slider(minimum=1, maximum=10, value=3, step=1, label="Number of Quiz Questions")
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# generate_btn = gr.Button("Generate Summary and Quiz")
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# summary_output = gr.Textbox(label="Summary", lines=5)
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# quiz_output = gr.Textbox(label="Quiz Questions", lines=15, visible=False)
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# with gr.Tab("Take Quiz"):
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# quiz_interface = gr.Column()
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# submit_quiz_btn = gr.Button("Submit Quiz")
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# quiz_results = gr.Textbox(label="Quiz Results", lines=5)
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# def update_quiz_interface(questions):
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# quiz_interface.clear()
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# elements = create_quiz_interface(questions)
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# for element in elements:
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# quiz_interface.append(element)
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# return {quiz_interface: gr.update(visible=True)}
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# generate_btn.click(
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# process_lecture,
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# inputs=[transcript_input, num_questions],
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# outputs=[summary_output, quiz_output]
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# ).then(
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# update_quiz_interface,
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# inputs=[quiz_output],
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# outputs=[quiz_interface]
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# )
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# submit_quiz_btn.click(
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# check_answers,
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# inputs=[quiz_output] + [child for child in quiz_interface.children if isinstance(child, gr.components.Radio)],
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# outputs=[quiz_results]
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# )
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# if __name__ == "__main__":
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# demo.launch()
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