Multi-Provider AI Study Platform with Research-Backed Learning Techniques
Transform your learning experience with Studorama, an intelligent study platform that supports multiple AI providers and implements proven learning techniques to enhance your understanding of any subject.
🌐 Live at: www.studorama.com
- 6 AI Providers: OpenAI, Google Gemini, Anthropic Claude, DeepSeek, Ollama (local), Browser AI
- 15+ Models: From GPT-4o to local Llama models - choose what works best for you
- Flexible Configuration: Switch between providers seamlessly with individual API key management
- Cost Optimization: Mix free local models with premium cloud models based on your needs
- Multi-Language Support: Complete English and Portuguese (Brazil) localization
- Localized AI Content: Provider descriptions, setup instructions, and model information in your language
- Smart Language Switching: Automatic prompt translation when changing languages
- Cultural Adaptation: Region-specific content and formatting
- Multiple Choice Questions: Quick assessment with 4 options and detailed explanations
- Dissertative Questions: Open-ended questions for deep analysis and critical thinking
- Mixed Mode: Intelligent interleaving of question types for optimal learning
- Adaptive Difficulty: Questions adjust based on your performance and confidence levels
Based on "Make It Stick: The Science of Successful Learning"
- Spaced Repetition: Automatic scheduling of review questions based on performance
- Interleaving: Mix different question types and topics for better retention
- Elaborative Interrogation: "Why" questions to deepen understanding
- Retrieval Practice: Active recall to strengthen memory pathways
- Self-Explanation: Connect new knowledge to existing understanding
- Desirable Difficulties: Appropriate challenges that enhance learning
- Session Tracking: Detailed progress monitoring with question-by-question breakdowns
- Performance Metrics: Accuracy rates, confidence tracking, and improvement trends
- Study History: Complete session archive with searchable and filterable results
- Time Analytics: Study duration and efficiency measurements
- Subject Flexibility: Study any topic from programming to history to science
- Custom Modifiers: Add specific textbooks, authors, or focus areas
- Adaptive AI Prompts: Customize how AI generates and evaluates questions
- Learning Preferences: Remember your preferred techniques and question types
- Local Storage: All data stays in your browser - complete privacy guaranteed
- No Account Required: Start studying immediately without registration
- Secure API Integration: Your API keys are stored locally and never shared
- GDPR Compliant: Privacy by design with no tracking or data collection
| Provider | Models | Strengths | Cost |
|---|---|---|---|
| OpenAI | GPT-4o, GPT-4o Mini, GPT-4 Turbo, GPT-4, GPT-3.5 Turbo | Industry leader, most capable | Medium-High |
| Google Gemini | Gemini 1.5 Pro, Gemini 1.5 Flash, Gemini Pro | Large context windows, fast | Low-Medium |
| Anthropic Claude | Claude 3.5 Sonnet, Claude 3 Haiku, Claude 3 Opus | Safety-focused, excellent reasoning | Medium-High |
| DeepSeek | DeepSeek Chat, DeepSeek Coder | Cost-effective, strong performance | Low |
| Provider | Models | Benefits | Requirements |
|---|---|---|---|
| Ollama | Llama 3.1 8B/70B, Mistral 7B, Code Llama 13B | Completely free, private | Local installation |
| Browser AI | Browser AI (experimental) | No setup required | Modern browser |
- Visit www.studorama.com
- Choose your AI provider and configure API key (or use free local options)
- Select your language (English or Portuguese)
- Start studying - enter any subject and begin learning!
# Clone the repository
git clone https://github.com/oluiscabral/studorama.git
cd studorama
# Install dependencies
npm install
# Start development server
npm run dev
# Build for production
npm run build- Mobile-First: Optimized for smartphones and tablets
- Progressive Web App: Install on any device for native-like experience
- Touch-Friendly: Intuitive gestures and interactions
- Offline Capable: Continue studying without internet (with local models)
- Modern Design: Clean, professional interface inspired by leading platforms
- Smooth Animations: Delightful micro-interactions and transitions
- Accessibility: WCAG 2.1 AA compliant with keyboard navigation
- Dark/Light Themes: Multiple theme options for comfortable studying
1. Visit platform.openai.com
2. Create account and navigate to API Keys
3. Generate new secret key
4. Paste in Studorama settings
1. Visit aistudio.google.com
2. Sign in with Google account
3. Create API key
4. Configure in Studorama
# Install Ollama
curl -fsSL https://ollama.ai/install.sh | sh
# Start server
ollama serve
# Pull a model
ollama pull llama3.1:8b
# Configure base URL in Studorama (default: http://localhost:11434/v1)- Custom AI Prompts: Modify how questions are generated and evaluated
- Learning Technique Presets: Save your preferred learning methods
- Subject Modifiers: Add specific textbooks, authors, or focus areas
- Confidence Tracking: Monitor your certainty levels for better self-assessment
Studorama implements evidence-based learning techniques from cognitive science research:
- "Make It Stick" by Brown, Roediger, and McDaniel
- Cognitive Load Theory principles
- Spaced Repetition algorithms
- Interleaving methodologies
- Metacognitive strategy training
- 50-200% improvement in long-term retention
- Better knowledge transfer to new situations
- Enhanced metacognitive awareness
- Reduced forgetting curves
- Improved problem-solving skills
- English (US) - Complete localization
- Portuguese (Brazil) - Complete localization
- More languages coming soon
- Automatic prompt translation when switching languages
- Localized AI provider information and setup instructions
- Cultural adaptation of content and examples
- Seamless language switching with preference memory
- Frontend: React 18 + TypeScript
- Styling: Tailwind CSS with custom design system
- Build Tool: Vite for fast development and optimized builds
- State Management: React hooks with local storage persistence
- AI Integration: Multi-provider abstraction layer
- Internationalization: Custom i18n system with dynamic loading
- Type-Safe: Full TypeScript implementation
- Modular Architecture: Clean separation of concerns
- Performance Optimized: Code splitting and lazy loading
- SEO Friendly: Server-side rendering ready
- PWA Ready: Service worker and offline capabilities
- Production: www.studorama.com
- CDN: Global content delivery for fast loading
- SSL: Secure HTTPS with modern encryption
- Monitoring: Real-time performance tracking
# Automated versioning system
npm run version:patch # Bug fixes
npm run version:minor # New features
npm run version:major # Breaking changes
# Automated deployment
npm run deploy # Deploy with version bump
npm run deploy:minor # Deploy with minor version
npm run deploy:major # Deploy with major versionWe welcome contributions from the community! Here's how to get involved:
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
- Follow TypeScript best practices
- Maintain responsive design principles
- Write clear, descriptive commit messages
- Test across multiple browsers and devices
- Ensure accessibility compliance (WCAG 2.1 AA)
- Use the automated versioning system for releases
- New AI Providers: Add support for additional AI services
- Language Support: Contribute translations for new languages
- Learning Techniques: Implement additional research-backed methods
- UI/UX Improvements: Enhance the user experience
- Performance Optimization: Improve loading times and responsiveness
- Accessibility: Make the platform more inclusive
- Study Groups: Collaborative learning sessions
- Advanced Analytics: Detailed learning insights and recommendations
- Mobile Apps: Native iOS and Android applications
- More AI Providers: Cohere, Hugging Face, and others
- Voice Input: Speech-to-text for answers
- Export Features: PDF and CSV export capabilities
- LMS Integration: Connect with popular learning management systems
- AI Study Plans: Personalized curriculum generation
- Gamification: Achievements, streaks, and progress rewards
- Social Features: Share progress and compete with friends
- Advanced Spaced Repetition: ML-powered review scheduling
- Multi-modal Learning: Image, audio, and video question support
This project is licensed under the MIT License - see the LICENSE file for details.
- Peter C. Brown, Henry L. Roediger III, Mark A. McDaniel - "Make It Stick" research
- Cognitive Science Community - Learning technique validation
- Educational Psychology Research - Evidence-based methodologies
- OpenAI - GPT model access and API
- Google - Gemini AI models
- Anthropic - Claude AI models
- Meta - Llama open-source models
- React Team - Excellent framework and documentation
- Tailwind CSS - Utility-first CSS framework
- Pexels - High-quality stock photography
- Lucide - Beautiful icon library
- Unsplash - Additional imagery resources
- GitHub Issues: Report bugs and request features
- Discussions: Join community discussions
- Discord: Coming soon - Join our learning community
- Twitter: Coming soon - Join our learning community
- Blog: Coming soon - Join our learning community
- LinkedIn: Connect with the founder
If Studorama helps you learn better, please consider:
- ⭐ Star the repository on GitHub
- 🐦 Share on social media with #Studorama
- 🤝 Contribute to the project
- 📝 Write a review or blog post about your experience
- 💝 Sponsor the project to help keep it free for everyone
- 🎯 6 AI Providers supported
- 🌍 2 Languages fully localized
- 📚 6 Learning Techniques implemented
- 🔬 Research-Based methodology
- 🆓 100% Free and open source
- 🔒 Privacy-First design
- 📱 Mobile-Optimized experience
Empowering learners worldwide with AI-driven education technology and evidence-based learning science.
🌐 Start learning today at www.studorama.com
