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App](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://gradegenie.streamlit.app/)\n[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Powered by Gemini](https://img.shields.io/badge/Powered%20by-Gemini-blue)](https://deepmind.google/technologies/gemini/)\n\n\u003e *Your AI-powered companion for automated exam evaluation*\n\n![Grade Genie Banner](https://github.com/harshavardhan-md/assets_for_all_repos/blob/main/GradeGenie/home%20screen%202.png?raw=true)\n![Grade Genie Upload Section](https://github.com/harshavardhan-md/assets_for_all_repos/blob/main/GradeGenie/Upload_Sections.png?raw=true)\n![Evaluation Rest](https://github.com/harshavardhan-md/assets_for_all_repos/blob/main/GradeGenie/Evaluation_Result.png?raw=true)\n![Detailed Evaluation Result](https://github.com/harshavardhan-md/assets_for_all_repos/blob/main/GradeGenie/Detailed_Evaluation.png?raw=true)\n![Metrics](https://github.com/harshavardhan-md/assets_for_all_repos/blob/main/GradeGenie/Metrics.png?raw=true)\n\n[Demo](https://gradegenie.streamlit.app/) • [Documentation](#) • [Report Bug](#) • [Request Feature](#)\n\n\u003c/div\u003e\n\n## 🌟 Features\n\n### 🤖 AI-Powered Evaluation\n- **Smart Text Extraction**: Automatically extracts text from scanned answer scripts\n- **Intelligent Scoring**: Computes similarity scores based on multiple evaluation criteria\n- **Detailed Analysis**: Provides comprehensive feedback on each answer\n\n### ⚡ Real-Time Processing\n- **Concurrent Processing**: Evaluates multiple answer scripts simultaneously\n- **Progress Tracking**: Live progress indicators and processing time statistics\n- **Instant Results**: View evaluation results as they are completed\n\n### 📊 Comprehensive Reports\n- **Similarity Scores**: Visual representation of answer matching\n- **Detailed Feedback**: Specific areas of improvement and mistakes\n- **Downloadable Results**: Export evaluations in JSON format\n\n## 🚀 Getting Started\n\n### Prerequisites\n\n- Python 3.8 or higher\n- Gemini API key ([Get it here](https://deepmind.google/technologies/gemini/))\n\n### Installation\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/harshavardhan-md/gradegenie.git\ncd grade-genie\n```\n\n2. Install required packages:\n```bash\npip install -r requirements.txt\n```\n\n3. Set up your Gemini API key:\n   - Create `.streamlit/secrets.toml` file\n   - Add your API key:\n     ```toml\n     Gemini_API_Token = \"your-api-key-here\"\n     ```\n\n4. Run the application:\n```bash\nstreamlit run app.py\n```\n\n## 💡 Usage\n\n1. **Upload Documents**\n   - Add student answer scripts (PDF/JPG/JPEG/PNG)\n   - Upload evaluation scheme document\n\n2. **Start Evaluation**\n   - Click \"Evaluate Answer Scripts\"\n   - Watch real-time processing\n   - View results as they appear\n\n3. **Review Results**\n   - Examine similarity scores\n   - Read detailed evaluations\n   - Download comprehensive reports\n\n## 🛠️ Technical Architecture\n\n```mermaid\ngraph LR\n    A[Upload Documents] --\u003e B[Text Extraction]\n    B --\u003e C[Similarity Analysis]\n    C --\u003e D[Detailed Evaluation]\n    D --\u003e E[Results Generation]\n    E --\u003e F[Download Report]\n```\n\n## 📦 Project Structure\n\n```\ngrade-genie/\n├── app.py              # Main Streamlit application\n├── requirements.txt    # Project dependencies\n├── .streamlit/        # Streamlit configuration\n│   └── secrets.toml   # API keys and secrets\n└── README.md          # Project documentation\n```\n\n## 🔑 Environment Variables\n\nRequired environment variables in `.streamlit/secrets.toml`:\n\n```toml\nGemini_API_Token = \"your-api-key-here\"\n```\n\n## 🤝 Contributing\n\nContributions are welcome! Here's how you can help:\n\n1. Fork the Project\n2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the Branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n## 📝 License\n\nDistributed under the MIT License. See `LICENSE` for more information.\n\n## 🙏 Acknowledgments\n\n- [Streamlit](https://streamlit.io/) for the amazing web framework\n- [Google Gemini](https://deepmind.google/technologies/gemini/) for powerful AI capabilities\n- [Pillow](https://python-pillow.org/) for image processing\n\n---\n\n\u003cdiv align=\"center\"\u003e\n\nMade with ✌🏻 by [Harshavardhan M](https://www.linkedin.com/in/harshavardhan-md)\n\n[⬆ Back to Top](#-grade-genie)\n\n\u003c/div\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshavardhan-md%2Fgradegenie","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fharshavardhan-md%2Fgradegenie","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshavardhan-md%2Fgradegenie/lists"}