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metadata
title: Advanced AI Reasoning System Pro
emoji: 🧠
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: 5.0.0
app_file: main.py
pinned: false
license: mit
short_description: Advanced AI reasoning with multiple methodologies
tags:
- llm
- reasoning
- groq
- ai
- research
🧠 Advanced AI Reasoning System Pro
Next-Generation AI Research Platform with Stunning Dark Theme UI
Production-ready AI reasoning application featuring multiple research-backed methodologies, beautiful dark theme interface, advanced caching, real-time analytics, and comprehensive export capabilities.
🚀 Live Demo • 📚 Documentation • 🎨 UI Features • 🔧 Installation
🎨 Modern Dark Theme UI
Dive into a stunning, professionally designed interface that sets new standards for AI applications.
🌟 Visual Excellence
- Perfect Typography: Space Grotesk for headlines, Inter for body text, JetBrains Mono for code
- High-Contrast Dark Theme: Crisp white text on carefully selected dark backgrounds for optimal readability
- Font Smoothing: Anti-aliased fonts with optimized rendering for crystal-clear text display
- Professional Branding: Animated logo, gradient accents, and polished visual elements
⚡ Interactive Animations
- Smooth Transitions: Cubic-bezier transitions for all interactive elements
- Status Indicators: Pulsing animations for live system status
- Hover Effects: Elegant lift and glow effects on buttons and cards
- Loading States: Beautiful spinners and progress indicators
📱 Responsive Design
- Mobile-Optimized: Centered layouts and touch-friendly interactions
- Breakpoint-Specific: Tailored designs for tablets, phones, and desktops
- Flexible Components: Adaptive feature badges and navigation elements
✨ Research Features
🔬 Advanced Reasoning Modes
- 🌳 Tree of Thoughts (ToT) - Systematic exploration of multiple reasoning paths
- 🔗 Chain of Thought (CoT) - Step-by-step logical reasoning
- 🔍 Self-Consistency - Multiple solution paths with consensus validation
- 🪞 Reflexion - Self-critique and iterative improvement cycles
- 👥 Multi-Agent Debate - Multiple AI perspectives with synthesis
- 🔄 Analogical Reasoning - Problem-solving through structured analogies
⚡ Performance Features
- Smart Caching: LRU cache with TTL for accelerated responses
- Rate Limiting: Token bucket algorithm preventing API overload
- Streaming: Real-time response generation
- Multi-threading: Concurrent request processing
📊 Analytics & Monitoring
- Live Metrics: Real-time performance visualization
- Conversation Analytics: Usage patterns and insights
- Cache Statistics: Hit/miss ratios and efficiency
- Session Tracking: Individual session identification
📤 Export Capabilities
- Multi-Format: JSON, Markdown, Plain Text, PDF
- Rich Metadata: Timestamps, models, and performance metrics
- Auto Backups: Scheduled conversation preservation
- Smart Search: Keyword-based historical retrieval
🚀 Quick Start
Prerequisites
- Python 3.9+
- Groq API Key (Get one here)
Installation
# Clone and setup
git clone <repository-url>
cd reasoning-system-pro
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
# Configure and run
cp .env.example .env
# Add your GROQ_API_KEY to .env
python main.py
📊 Available Models
Meta / Llama Models
llama-3.3-70b-versatile- Best overall performancellama-3.1-8b-instant- Ultra-fast responsesllama-4-maverick-17b-128k- Experimental long context
DeepSeek Models
deepseek-r1-distill-llama-70b- Optimized reasoning
Mixtral Models
mixtral-8x7b-32768- Long context specialist
🔧 Configuration
Key configuration options:
# API
GROQ_API_KEY=your_key_here
# Performance
CACHE_SIZE=100
RATE_LIMIT_REQUESTS=50
# Features
ENABLE_PDF_EXPORT=true
ENABLE_CACHE=true
📖 Usage
Simply type your question in the chat interface and select your preferred reasoning mode. Enable "Self-Critique" for automatic validation and refinement.
🤝 Contributing
- Fork the repository
- Create a feature branch
- Make your changes
- Add tests
- Submit a pull request
📄 License
MIT License - See LICENSE file for details
Built with ❤️ using Gradio and Groq