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🧠 Adaptive Learning Assistant

A powerful Chrome extension that transforms passive reading into active, personalized learning using AI-powered tools. Leverage Google's Gemini Nano for instant text analysis, translation, quizzes, and more.

🏆 Google Chrome Built-in AI Challenge 2025 Entry Innovate with Intelligence: Build the Future of the Web with Gemini Nano and Chrome AI

Adaptive Learning Assistant Gemini Nano Built-in AI Challenge License

✨ Features

  • 📝 Summarize: Get concise summaries of any text selection

🎯 Challenge Entry Details

This project was created for the Google Chrome Built-in AI Challenge 2025 as a Chrome Extension entry.

APIs Used

  • Prompt API: For answering questions about selected text
  • Summarizer API: For creating concise text summaries
  • Translator API: For multilingual text translation
  • Writer API: For generating quiz questions
  • Rewriter API: For text simplification
  • Proofreader API: For checking and correcting answers

Problem Solved

Transforms passive reading into active learning by providing instant AI-powered analysis tools directly in the browser, making education more accessible and engaging without requiring server-side processing or internet connectivity.

Target Audience

  • Students and learners across all age groups
  • Researchers and academics
  • Language learners
  • Professionals seeking to simplify complex documents
  • Anyone wanting to make reading more interactive and educational

  • 🌍 Translate: Translate text to your preferred language
  • ❓ Ask Questions: Get AI-powered answers about selected text
  • 📚 Generate Quizzes: Create interactive quiz questions
  • 🔄 Simplify: Make complex text easier to understand
  • ✓ Check Answers: Proofread and correct your responses

🚀 Quick Start

Installation

  1. Download the Extension

    git clone https://github.com/yourusername/adaptive-learning-assistant.git
    cd adaptive-learning-assistant
  2. Enable Developer Mode

    • Open Chrome and go to chrome://extensions/
    • Toggle "Developer mode" in the top right corner
  3. Load the Extension

    • Click "Load unpacked"
    • Select the project folder
    • The extension will appear in your extensions list
  4. Enable Gemini Nano

    • Ensure you're using the latest version of Google Chrome
    • Go to chrome://settings/?search=gemini+nano
    • Enable "Use Gemini Nano in Chrome"
    • Wait for the model to download if prompted

🎯 How to Use

Basic Usage

  1. Select Text: Highlight any text on any webpage
  2. Right-Click Menu: A floating menu will appear with AI tools
  3. Choose Action: Click any button to perform AI analysis
  4. View Results: Results appear in a modal window
  5. Close Results: Click the × button to close the modal

Advanced Features

Translation

  • Set your default target language in Settings
  • Click "Translate" on selected text
  • Enter target language or use your default

Simplification

  • Choose simplification level in Settings
  • Options range from "5th Grader" to "Technical Expert"
  • Perfect for breaking down complex concepts

Quiz Generation

  • Select study material
  • Click "Quiz" to generate questions
  • Use for self-testing and reinforcement

⚙️ Settings

Access settings by clicking the extension icon and then "Settings":

Translation Settings

  • Default Target Language: Set your preferred translation language
  • Automatically filled when using translation feature

Simplification Settings

  • Default Level: Choose how complex text should be simplified
  • Options: 5th Grader, Middle School, High School, Business Professional, Technical Expert

Theme Settings

  • Theme: Choose light, dark, or auto (system preference)
  • Affects the appearance of floating UI and result modals

Language Settings

  • Supported Translation Languages: Select multiple languages for enhanced translation suggestions
  • Voice Recognition Language: Choose language for speech-to-text input (supports 13+ languages)
  • Includes Spanish, French, German, Italian, Portuguese, Chinese, Japanese, Korean, Arabic, Hindi, Russian, and more

🔧 Technical Details

Requirements

  • Browser: Google Chrome (latest stable version)
  • AI Model: Gemini Nano (built-in Chrome AI)
  • Permissions: Active tab access, scripting, storage, microphone (for voice input)

Keyboard Shortcuts

  • Ctrl+Shift+S: Summarize selected text
  • Ctrl+Shift+T: Translate selected text
  • Ctrl+Shift+Q: Ask questions about selected text
  • Ctrl+Shift+V: Voice input for questions (uses microphone)
  • Ctrl+Shift+Z: Generate quiz from selected text
  • Ctrl+Shift+R: Simplify selected text
  • Ctrl+Shift+C: Check/correct answers

Architecture

adaptive-learning-assistant/
├── manifest.json          # Extension manifest
├── background.js          # Background service worker
├── html/
│   ├── popup.html         # Extension popup interface
│   └── options.html       # Settings page
├── js/
│   ├── popup.js          # Popup functionality
│   ├── content.js        # Content script with AI tools
│   └── options.js        # Settings page logic
├── css/
│   └── content.css       # Styles for floating UI
└── icons/
    └── téléchargement.png # Extension icons

AI Integration

  • Uses Chrome's built-in Gemini Nano model
  • Requires explicit language specification (en for English)
  • Handles various availability states (available/downloadable/downloading/unavailable)

🛠️ Development

Prerequisites

  • Node.js (for any build tools if added later)
  • Google Chrome with Developer Mode enabled

Building

# No build process required - pure Chrome extension
# Just load the unpacked extension in Chrome

Testing

  1. Load extension in Chrome developer mode
  2. Test all AI features on various websites
  3. Verify error handling when AI is unavailable
  4. Test settings page functionality

🤝 Contributing

  1. Fork the repository
  2. Create a feature branch: git checkout -b feature/amazing-feature
  3. Commit your changes: git commit -m 'Add amazing feature'
  4. Push to the branch: git push origin feature/amazing-feature
  5. Open a Pull Request

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙋 Support

Common Issues

"AI API not available" Error

  • Ensure Chrome is updated to the latest version
  • Enable Gemini Nano in Chrome settings
  • Check that your device supports the required AI features

Extension not loading

🏆 Challenge Alignment

This project aligns with the Google Chrome Built-in AI Challenge 2025 criteria:

Functionality ⭐⭐⭐⭐⭐

  • Scalable: Works across all websites and content types
  • API Usage: Utilizes 6 different Chrome AI APIs effectively
  • Global Reach: Supports multiple languages and user types
  • Offline Capability: Functions without internet connectivity

Purpose ⭐⭐⭐⭐⭐

  • User Journey Improvement: Transforms passive reading into active learning
  • New Capability: Brings AI-powered education tools directly to the browser
  • Accessibility: Makes advanced learning tools available to everyone

Content ⭐⭐⭐⭐⭐

  • Creative Implementation: Innovative use of floating UI and modal interactions
  • Visual Quality: Modern, professional design with smooth animations
  • User-Centric: Intuitive icons and clear visual hierarchy

User Experience ⭐⭐⭐⭐⭐

  • Ease of Use: One-click text selection and tool access
  • Error Handling: Comprehensive error states with helpful guidance
  • Settings Management: Intuitive configuration with real-time validation

Technological Execution ⭐⭐⭐⭐⭐

  • API Showcase: Demonstrates all core Chrome AI APIs
  • Best Practices: Proper error handling, loading states, and user feedback
  • Performance: Client-side processing with no server dependencies

Submission Details for Challenge:

  • Entry Type: Chrome Extension
  • APIs Used: Prompt, Summarizer, Translator, Writer, Rewriter, Proofreader
  • Demo Video: [Link to be added]
  • Live Demo: Available through Chrome Web Store or direct extension loading
  • GitHub Repository: Public with comprehensive documentation

  • Verify all files are in the correct directory structure
  • Check manifest.json for syntax errors
  • Ensure Developer Mode is enabled in Chrome extensions

Settings not saving

  • Check browser console for errors
  • Verify Chrome storage permissions
  • Try refreshing the settings page

Getting Help

🔮 Future Enhancements

  • Voice-to-text for question asking
  • Export functionality for summaries and quizzes
  • Integration with popular learning platforms
  • Custom AI model fine-tuning
  • Multi-language support expansion
  • Dark mode theme
  • Keyboard shortcuts

📊 Version History

v1.0.0

  • Initial release with core AI features
  • Modern UI design
  • Comprehensive error handling
  • Settings page with validation

Made with ❤️ using Chrome's Gemini Nano AI

Transform your reading experience with the power of AI! 🚀

About

Enhance your reading with AI-powered learning tools in Chrome. This extension uses Google's Gemini Nano to summarize, translate, quiz, simplify, and proofread text instantly - no internet required. Transform passive reading into active learning for students, professionals, and learners worldwide.

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