README.md

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

Setup Instructions

Clone or Set Up the Project:

Create a project folder named code_analyzer. Place the files in the structure described above.

Install Dependencies:

Ensure Python 3.8+ is installed. Run:pip install -r requirements.txt

Run the Application:

Navigate to the code_analyzer directory. Run:streamlit run app.py

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

Usage:

Upload a .py or .ipynb file via the Streamlit UI. View the analysis report with CodeBERT and Pylint feedback.

Notes

Ensure the static/uploads folder is created automatically or manually before running. If using a GPU, CodeBERT will utilize CUDA if available. Check logs in the terminal for debugging information.

Troubleshooting

Module Not Found: Verify all dependencies are installed (pip install -r requirements.txt). File Upload Issues: Ensure files are valid .py or .ipynb. CodeBERT Errors: Check internet connection for model downloading or GPU compatibility.