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Joash2024/code-review-assistant-v2

sourceHugging Faceupdated 2y agoView on Hugging Face
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App README

Code Review Assistant v2

An enhanced version of the Code Review Assistant powered by Google's Gemma-2-2b-it model, now with improved metrics tracking and history management.

๐Ÿš€ Features

Core Functionality

  • โ€”Automated code review and analysis
  • โ€”Support for multiple programming languages
  • โ€”Detailed suggestions for improvements
  • โ€”Security and best practices recommendations

Improvements in v2

  • โ€”Robust metrics tracking with persistent storage
  • โ€”Enhanced review history with Markdown formatting
  • โ€”Improved error handling and recovery
  • โ€”Efficient storage management
  • โ€”Real-time performance monitoring

Supported Languages

  • โ€”Python
  • โ€”JavaScript
  • โ€”Java
  • โ€”C++
  • โ€”TypeScript
  • โ€”Go
  • โ€”Rust

๐Ÿ“Š Metrics & History

  • โ€”Tracks total reviews performed
  • โ€”Measures average response time
  • โ€”Counts daily reviews
  • โ€”Maintains detailed review history
  • โ€”Real-time performance monitoring

๐Ÿ› ๏ธ Technical Details

  • โ€”Model: Google's Gemma-2-2b-it
  • โ€”Framework: Gradio 4.19.0
  • โ€”Backend: Python with PyTorch
  • โ€”Storage: Persistent file-based storage with atomic writes
  • โ€”Deployment: Hugging Face Spaces with GPU acceleration

๐Ÿ“ Usage

  1. 1.Select your programming language
  2. 2.Paste your code in the input box
  3. 3.Click "Submit for Review"
  4. 4.View the detailed review results
  5. 5.Check metrics and history in their respective tabs

๐Ÿ”„ Updates

This v2 version includes significant improvements in reliability and functionality, particularly in the metrics tracking and history management systems.