README.md

metadata

title: Code Explainer
emoji: 💻
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.31.0
python_version: '3.10'
app_file: app.py
pinned: false
license: mit
short_description: AI-powered code explanation and documentation

Code Explainer

An AI-powered tool that explains code snippets in plain English. Paste any code and get a clear, educational explanation of what it does, how it works, and key concepts involved.

Features

Multi-Language Support

Supports Python, JavaScript, TypeScript, Java, C++, Go, Rust, and more.

Explanation Levels

Choose your expertise level:

• Beginner - Simple explanations with analogies
• Intermediate - Technical details with context
• Advanced - In-depth analysis with edge cases

Structured Output

Each explanation includes:

• Overview - A brief summary of what the code does
• Step-by-Step Breakdown - Section-by-section explanation of the code
• Key Concepts - Important programming concepts used
• Potential Improvements - Suggested improvements, best practices, or issues to be aware of

Syntax Highlighting

Code is displayed with proper syntax highlighting for readability.

How to Use

1. Paste your code into the input area
2. Select the language (or let it auto-detect)
3. Choose explanation level based on your experience
4. Click Explain to get your explanation

Technical Details

Component	Technology
Web Framework	Gradio 5.31.0
AI Model	Mistral-7B via HuggingFace Inference API
Code Formatting	Pygments

Example Use Cases

• Learning - Understand unfamiliar code you encounter
• Code Review - Get a second opinion on complex logic
• Documentation - Generate explanations for your codebase
• Debugging - Understand what code is supposed to do

Limitations

• Works best with code snippets under 500 lines
• Complex multi-file projects may need to be explained piece by piece
• AI explanations should be verified for critical code

Configuration

This Space calls the HuggingFace Inference API (Mistral-7B). It requires an HF_TOKEN secret — a token with inference access — set in Space Settings → Secrets. Without it, generation will fail.

License

MIT

Author

Built by Lorenzo Scaturchio