README.md

metadata

title: AI Assignment Checker
emoji: 📝
colorFrom: purple
colorTo: pink
sdk: streamlit
sdk_version: 1.24.0
app_file: app.py
pinned: false

📝 Code Analyzer

A Streamlit-based application to analyze Python (.py) and Jupyter Notebook (.ipynb) files using CodeBERT and Pylint.

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📂 Project Structure

• app.py: Main Streamlit application.
• models/codebert.py: CodeBERT model loading and analysis logic.
• utils/code_utils.py: Pylint and Jupyter Notebook extraction utilities.
• static/uploads/: Folder for uploaded files.
• requirements.txt: Project dependencies.

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⚙️ Setup Instructions

1. Clone or Set Up the Project

git clone https://github.com//.git cd code_analyzer

2. Install Dependencies

Ensure Python 3.8+ is installed, then run: pip install -r requirements.txt

3. Run the Application

streamlit run app.py Open the provided URL (usually http://localhost:8501) in your browser.

🚀 Usage

1. Upload a .py or .ipynb file via the Streamlit UI.

2. View the analysis report with CodeBERT and Pylint feedback.

📝 Notes

1. Ensure the static/uploads folder exists (create it manually if needed).

2. If using a GPU, CodeBERT will utilize CUDA if available.

3.Check logs in the terminal for debugging information.

🛠️ Troubleshooting

1. Module Not Found → Verify all dependencies are installed:

 pip install -r requirements.txt

2. File Upload Issues → Ensure files are valid .py or .ipynb.

3.CodeBERT Errors → Check internet connection for model downloading or GPU compatibility.