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