README.md

metadata

title: Code Review Assistant
emoji: 🤖
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false

Code Review Assistant

An automated code review system powered by Gemma-2b that provides intelligent code analysis, suggestions for improvements, and tracks review metrics.

Features

Automated Code Review

• Analyzes code quality and suggests improvements
• Identifies potential bugs and security issues
• Recommends best practices and optimizations
• Supports multiple programming languages (Python, JavaScript, Java, C++, TypeScript, Go, Rust)

LLMOps Integration

• Uses Gemma-2b for intelligent code analysis
• Provides detailed code analysis
• Generates actionable suggestions

User Interface

• Simple and intuitive Gradio interface
• Code input with syntax highlighting
• Language selection dropdown
• Example code snippets included

Environment Variables

The following environment variables need to be set in your Hugging Face Space:

• HUGGING_FACE_TOKEN: Your Hugging Face API token (required)
• MODEL_NAME: google/gemma-2b-it (default)

Usage

1. Enter your code in the text box
2. Select the programming language from the dropdown
3. Click "Submit" to get the review
4. View the detailed analysis including:
   • Critical issues
   • Suggested improvements
   • Best practices
   • Security considerations

Example Code

Try the included example code snippets to see how the review system works:

• Python function example
• JavaScript array processing example

Model Details

This application uses the Gemma-2b-it model from Google, which is:

• Optimized for instruction following
• Capable of detailed code analysis
• Efficient for deployment
• Suitable for code review tasks

License

This project is licensed under the MIT License.