Python Code Summarizer

This Streamlit app uses the CodeT5 model to generate summaries of Python code files.

Features

Upload Python files or paste code directly
Generate file-level summaries
Generate function-level summaries
Generate class-level summaries

Usage

Upload a Python file or paste your code
Select the types of summaries you want to generate
Click "Summarize Code"
View the generated summaries

Model Information

This app uses CodeT5, a pretrained model developed by Salesforce Research for code understanding and generation tasks. The model is trained on a large corpus of code and documentation.

Limitations

Summaries may not always be accurate
Long files may be truncated due to model context limits
Complex code structures might not be properly understood