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title: MCQ Generator
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sdk: streamlit
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app_file: app.py
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title: MCQ Generator
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emoji: 🚀
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sdk: streamlit
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app_file: app.py
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# 🤖 MCQ Generator 🦜🔗
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## Introduction
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MCQ Generator is an innovative tool designed to streamline the process of generating multiple-choice questions (MCQs) using Generative AI technology. This project leverages advanced algorithms to automatically create MCQs from text documents, providing a convenient solution for educators, content creators, and anyone needing to generate quizzes quickly and efficiently.
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## Application Link 🔗 : [Try here](https://huggingface.co/spaces/yukti-kash/MCQ-Generator)
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## Features
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- **PDF and Text File Support**: Upload PDF or text files to extract content for generating MCQs.
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- **Customizable**: Specify the number of MCQs, subject, and level of difficulty.
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- **Interactive Interface**: User-friendly interface implemented using Streamlit, making it easy to use.
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- **Automated Complexity Assessment**: The system provides a complexity assessment for the generated MCQs.
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## How to Use
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1. Upload a PDF or text file.
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2. Specify the number of MCQs desired, subject, and level of difficulty.
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3. Click "Create" to generate MCQs.
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4. Review the generated MCQs and complexity assessment.
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5. Use the generated MCQs for assessments, quizzes, or learning materials.
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## Technologies Used
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- **Python**: Primary programming language.
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- **Streamlit**: For building the interactive web application.
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- **PyPDF2**: For extracting text from PDF files.
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- **Pandas**: For data manipulation and displaying results.
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- **OpenAI's GPT-3**: For language generation and complexity assessment.
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- **Hugging Face** : For deploying the application.
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## Contributions
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Contributions are welcome! If you have any suggestions, feature requests, or bug reports, please feel free to open an issue or submit a pull request.
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## Credits
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This project was developed by [Your Name] and [Contributors], inspired by the need for efficient MCQ generation tools in educational settings.
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## License
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This project is licensed under the [License Name] License. See the [LICENSE](link-to-license) file for details.
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