Welcome to the comprehensive documentation for FlashGenie v1.8.5 - the ultimate flashcard learning system with beautiful Rich Terminal UI, comprehensive analytics, and intelligent AI-powered content generation that revolutionizes learning through adaptive spaced repetition, smart difficulty adjustment, and advanced AI features.
FlashGenie v1.8.5 is the most advanced flashcard learning system available. It’s an intelligent learning platform that combines beautiful Rich Terminal UI, comprehensive analytics, and AI-powered content generation to adapt to your unique learning patterns, helping you master any subject more efficiently than ever before.
=== “🧠 Smart Learning”
**Adaptive Difficulty Adjustment**
: Cards automatically adjust difficulty based on your performance, response time, and confidence levels
**Enhanced Spaced Repetition**
: Advanced SM-2 algorithm with confidence tracking for optimal review timing
**Performance Analytics**
: Comprehensive insights into your learning progress and patterns
=== “🏷️ Advanced Organization”
**Hierarchical Tagging**
: Organize knowledge with parent-child tag relationships (e.g., "Science > Biology > Cells")
**Auto-Tagging**
: AI-powered content analysis suggests relevant tags automatically
**Smart Collections**
: Dynamic card grouping by difficulty, performance, tags, and timing
=== “🎮 Rich Quiz Interface (v1.8.5 Phase 1)”
**Beautiful Quiz Sessions**
: Interactive quiz experience with Rich Terminal UI formatting
**Multiple Quiz Modes**
: Spaced repetition, random, sequential, and difficult-first modes
**Real-time Progress Tracking**
: Visual progress bars and completion indicators
**Confidence Assessment**
: User confidence rating system with adaptive difficulty
=== “📊 Rich Statistics Dashboard (v1.8.5 Phase 2)”
**Comprehensive Analytics**
: Detailed learning insights with Rich data visualization
**Global Statistics**
: Cross-deck analytics and library overview
**Learning Trends**
: Progress tracking over time with predictions
**Performance Analysis**
: Response times, accuracy, and improvement areas
=== “🤖 AI Content Generation (v1.8.5 Phase 3)”
**AI-Powered Generation**
: Intelligent flashcard creation from text
**Smart Difficulty Prediction**
: AI assessment of card complexity
**Content Suggestions**
: Related topic generation based on existing cards
**Automatic Enhancement**
: AI recommendations for improving existing flashcards
=== “Quick Install”
```bash
git clone https://github.com/himent12/FlashGenie.git
cd FlashGenie
pip install -r requirements.txt
python -m flashgenie
```
=== “With Sample Data”
```bash
git clone https://github.com/himent12/FlashGenie.git
cd FlashGenie
pip install -r requirements.txt
# Import sample flashcards
python -m flashgenie import assets/sample_data/example_deck.csv --name "Sample Deck"
# Start learning!
python -m flashgenie quiz "Sample Deck"
```
=== “Rich Interactive Shell (v1.8.5)”
```bash
# Start the beautiful Rich interactive shell with AI features
python -m flashgenie
# All commands now use Rich Terminal UI!
FlashGenie > help # Rich help system
FlashGenie > import my_flashcards.csv --name "My Study Deck"
FlashGenie > list # Rich deck tables
# v1.8.5 New Features:
FlashGenie > quiz # Rich quiz interface
FlashGenie > stats --detailed # Rich statistics dashboard
FlashGenie > ai # AI features overview
FlashGenie > generate # AI flashcard generation
FlashGenie > suggest # AI content suggestions
FlashGenie > enhance # AI card enhancement
```
=== “Standalone Commands”
```bash
# 1. Import your flashcards
python -m flashgenie import my_flashcards.csv --name "My Study Deck"
# 2. Auto-tag for better organization
python -m flashgenie autotag
# 3. Start an adaptive quiz with confidence tracking
python -m flashgenie quiz "My Study Deck"
# 4. Explore smart collections
python -m flashgenie collections
# 5. View enhanced analytics
python -m flashgenie stats
```
!!! tip “Truly Adaptive Learning”
Unlike traditional flashcard apps, FlashGenie learns from your behavior:
- **Personalized difficulty curves** for each card
- **Confidence-based scheduling** optimizes review timing
- **Performance pattern recognition** improves over time
- **Real-time adjustments** with clear explanations
!!! info “Intelligent Organization”
Advanced organization that scales with your learning:
- **Hierarchical tagging** creates logical knowledge structures
- **Auto-tagging** reduces manual organization work
- **Smart collections** automatically group related content
- **Dynamic filtering** finds exactly what you need
!!! success “Comprehensive Analytics”
Deep insights into your learning process:
- **Difficulty progression tracking** shows mastery development
- **Performance trend analysis** identifies strengths and weaknesses
- **Response time analytics** optimize study efficiency
- **Confidence correlation** validates self-assessment accuracy
# During quiz sessions, FlashGenie adapts in real-time:
Your answer: Paris
✓ Correct!
How confident were you? (1=Very Low, 2=Low, 3=Medium, 4=High, 5=Very High): 4
# System provides intelligent feedback:
Difficulty adjusted: Difficulty increased slightly based on high accuracy, fast response times
python -m flashgenie stats
# Enhanced Statistics: Spanish Vocabulary
# =====================================
# Total Cards: 150 Due for Review: 23
# Reviewed Cards: 89 Average Accuracy: 73.2%
# Total Reviews: 342 Average Difficulty: 0.52
# Avg Response Time: 3.2s
#
# Difficulty Distribution:
# Easy (0.0-0.33): 45 cards
# Medium (0.33-0.67): 78 cards
# Hard (0.67-1.0): 27 cards
#
# Recent Difficulty Adjustments: 12 cards
# ¿Cómo estás?... - Difficulty increased based on high accuracy
FlashGenie v1.8.5 delivers revolutionary AI-powered learning! Future development includes:
Ready to transform your learning? Start with our Getting Started Guide or dive into Smart Features to see what makes FlashGenie special! 🧞♂️✨