newest README.md

README.md

@@ -4,11 +4,11 @@ emoji: 🧠
 colorFrom: purple
 colorTo: blue
 sdk: gradio
-sdk_version: "5.0.0"
+sdk_version: 5.0.0
 app_file: main.py
 pinned: false
 license: mit
-short_description: Next-gen AI reasoning platform with multiple research methodologies
+short_description: Advanced AI reasoning with multiple methodologies
 tags:
   - llm
   - reasoning
@@ -36,27 +36,6 @@ tags:
 
 ---
 
-## ✨ Screenshots
-
-<div align="center">
-
-### 🌟 Modern Dark Theme Interface
-![Header Section](./screenshots/header-section.png)
-
-*Professional branding with animated logo, clear typography, and interactive feature badges*
-
-### 🎯 Reasoning Workspace
-![Reasoning Interface](./screenshots/reasoning-workspace.png)
-
-*Clean, distraction-free workspace with collapsible sidebar and live metrics*
-
-### 📊 Analytics Dashboard
-![Analytics Dashboard](./screenshots/analytics-dashboard.png)
-
-*Real-time performance insights with beautiful visual indicators*
-
-</div>
-
 ## 🎨 Modern Dark Theme UI
 
 Dive into a **stunning, professionally designed interface** that sets new standards for AI applications.
@@ -78,19 +57,13 @@ Dive into a **stunning, professionally designed interface** that sets new standa
 - **Breakpoint-Specific**: Tailored designs for tablets, phones, and desktops
 - **Flexible Components**: Adaptive feature badges and navigation elements
 
-### **🎯 User Experience Enhancements**
-- **Clear Visual Hierarchy**: Intuitively organized information with proper spacing
-- **Interactive Badges**: Hover effects on feature tags with smooth animations
-- **Modern Card Designs**: Black cards with subtle borders and soft shadows
-- **Accessibility First**: Focus indicators, high contrast ratios, reduced motion support
-
 ---
 
 ## ✨ Research Features
 
 ### 🔬 Advanced Reasoning Modes
-- **🌳 Tree of Thoughts (ToT)** - Systematic exploration of multiple reasoning paths (*Yao et al., 2023*)
-- **🔗 Chain of Thought (CoT)** - Step-by-step logical reasoning (*Wei et al., 2022*)
+- **🌳 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
@@ -125,74 +98,39 @@ Dive into a **stunning, professionally designed interface** that sets new standa
 ### Installation
 
 ```bash
-# 1. Clone the repository
+# Clone and setup
 git clone <repository-url>
 cd reasoning-system-pro
-
-# 2. Create virtual environment
 python -m venv venv
-source venv/bin/activate  # Windows: venv\Scripts\activate
-
-# 3. Install dependencies
+source venv/bin/activate
 pip install -r requirements.txt
 
-# 4. Configure environment
+# Configure and run
 cp .env.example .env
-# Edit .env and add your GROQ_API_KEY
-
-# 5. Run the application
+# Add your GROQ_API_KEY to .env
 python main.py
-
-# 6. Open in browser
-# http://localhost:7860
 ```
 
 ---
 
-## 🔄 Latest Updates
-
-### **v1.0.0 - Complete UI Redesign**
-- ✨ **Stunning Dark Theme**: Professional dark interface with optimal contrast
-- 🎨 **Enhanced Typography**: Space Grotesk + Inter fonts for modern aesthetics
-- ⚡ **Smooth Animations**: Subtle transitions and interactive elements
-- 🎯 **Improved UX**: Better visual hierarchy and navigation
-- 📱 **Responsive Design**: Optimized for all device sizes
-- 🎪 **Interactive Features**: Hover effects, animations, and feedback
+## 📊 Available Models
 
-### Key Improvements:
-- **Visual Clarity**: Crystal-clear text rendering with anti-aliasing
-- **Brand Enhancement**: Animated logo and refined branding elements
-- **Performance**: Optimized CSS and smooth interactions
-- **Accessibility**: High contrast ratios and focus indicators
+### Meta / Llama Models
+- `llama-3.3-70b-versatile` - Best overall performance
+- `llama-3.1-8b-instant` - Ultra-fast responses
+- `llama-4-maverick-17b-128k` - Experimental long context
 
----
+### DeepSeek Models
+- `deepseek-r1-distill-llama-70b` - Optimized reasoning
 
-## 📁 Project Structure
+### Mixtral Models
+- `mixtral-8x7b-32768` - Long context specialist
 
-```
-reasoning-system-pro/
-├── src/
-│   ├── api/              # API client management
-│   ├── core/             # Core business logic
-│   ├── models/           # Data models
-│   ├── services/         # Business services
-│   ├── ui/               # Gradio interface
-│   ├── utils/            # Utilities
-│   └── config/           # Configuration
-├── tests/                # Test suite
-├── exports/              # Generated exports
-├── backups/              # Conversation backups
-├── logs/                 # Application logs
-├── main.py               # Entry point
-├── requirements.txt      # Dependencies
-└── .env                  # Environment config
-```
+---
 
 ## 🔧 Configuration
 
-### Environment Variables
-
-Key configuration options in `.env`:
+Key configuration options:
 
 ```env
 # API
@@ -207,126 +145,13 @@ ENABLE_PDF_EXPORT=true
 ENABLE_CACHE=true
 ```
 
-### Advanced Configuration
-
-Edit `src/config/settings.py` for fine-tuned control over:
-- Cache TTL and size
-- Rate limiting parameters
-- Request timeouts and retries
-- File storage locations
-- UI themes
-
-## 📖 Usage Examples
-
-### Basic Query
-```
-Simply type your question in the chat interface
-"Explain quantum entanglement using the Tree of Thoughts method"
-```
-
-### With Self-Critique
-Enable "Self-Critique" checkbox for automatic validation and refinement.
-
-### Custom Templates
-Select from pre-built templates:
-- Research Analysis
-- Problem Solving
-- Code Review
-- Writing Enhancement
-- Debate Analysis
-- Learning Explanation
-
-## 🧪 Testing
-
-```bash
-# Run all tests
-pytest
-
-# With coverage
-pytest --cov=src --cov-report=html
-
-# Specific test file
-pytest tests/test_reasoner.py
-```
-
-## 📊 Available Models
-
-### Meta / Llama Models
-- `llama-3.3-70b-versatile` - Best overall performance
-- `llama-3.1-8b-instant` - Ultra-fast responses
-- `llama-4-maverick-17b-128k` - Experimental long context
-
-### DeepSeek Models
-- `deepseek-r1-distill-llama-70b` - Optimized reasoning
-
-### Mixtral Models
-- `mixtral-8x7b-32768` - Long context specialist
-
-And many more! See `src/config/constants.py` for the full list.
-
-## 🛠️ Development
-
-### Code Style
-```bash
-# Format code
-black src/
-
-# Check linting
-flake8 src/
-
-# Type checking
-mypy src/
-```
-
-### Adding New Reasoning Modes
-
-1. Add to `src/config/constants.py`:
-```python
-class ReasoningMode(Enum):
-    YOUR_MODE = "Your Mode Name"
-```
-
-2. Add system prompt in `src/core/prompt_engine.py`:
-```python
-SYSTEM_PROMPTS = {
-    ReasoningMode.YOUR_MODE: "Your prompt here..."
-}
-```
-
-## 📝 API Documentation
-
-### Core Classes
-
-#### AdvancedReasoner
-Main reasoning engine with streaming support.
-
-```python
-reasoner = AdvancedReasoner()
-for response in reasoner.generate_response(query, ...):
-    print(response)
-```
-
-#### ResponseCache
-Thread-safe LRU cache with TTL.
-
-```python
-cache = ResponseCache(maxsize=100, ttl=3600)
-cache.set(key, value)
-result = cache.get(key)
-```
-
-## 🐛 Troubleshooting
-
-### Common Issues
+---
 
-**Issue: "GROQ_API_KEY not found"**
-- Solution: Ensure `.env` file exists and contains `GROQ_API_KEY=your_key`
+## 📖 Usage
 
-**Issue: PDF export fails**
-- Solution: Install reportlab: `pip install reportlab`
+Simply type your question in the chat interface and select your preferred reasoning mode. Enable "Self-Critique" for automatic validation and refinement.
 
-**Issue: Rate limit errors**
-- Solution: Increase `RATE_LIMIT_WINDOW` in `.env`
+---
 
 ## 🤝 Contributing
 
@@ -336,24 +161,12 @@ result = cache.get(key)
 4. Add tests
 5. Submit a pull request
 
+---
+
 ## 📄 License
 
 MIT License - See LICENSE file for details
 
-## 🙏 Acknowledgments
-
-- **Yao et al. (2023)** - Tree of Thoughts
-- **Wei et al. (2022)** - Chain of Thought
-- **Bai et al. (2022)** - Constitutional AI
-- **Groq** - High-speed LLM inference
-
-## 📧 Support
-
-For issues and questions:
-- Create an issue on GitHub
-- Check existing documentation
-- Review logs in `logs/` directory
-
 ---
 
 **Built with ❤️ using Gradio and Groq**