Update read me with proper documentation

Author: alphacoder-mp3

README.md

@@ -1,36 +1,166 @@
-This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
+# Next-Generation AI Model Playground
 
-## Getting Started
+A sophisticated real-time AI model interaction platform with streaming capabilities, built with Next.js 15 and React 19.
 
-First, run the development server:
+## Features
+
+- ✨ Real-time AI model interaction with streaming responses
+- 📊 Live metrics tracking (tokens/sec, total tokens)
+- 🔄 Automatic retry logic with exponential backoff
+- 🔧 Configurable model parameters
+- 📱 Progressive Web App (PWA) support
+- 🔌 Offline functionality
+- ⚡ Performance optimized with React memoization
+- 📐 LaTeX equation support
+- 🎨 Dark/Light mode support
+
+## Quick Start
 
 ```bash
+# Install dependencies (use legacy peer deps due to React 19 RC)
+npm install --legacy-peer-deps
+
+# Start development server
 npm run dev
-# or
-yarn dev
-# or
-pnpm dev
-# or
-bun dev
+
+# Build for production
+npm run build
+
+# Start production server
+npm start
 ```
 
-Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+## Architecture Overview
+
+### Core Components
+
+1. **Playground (`components/playground/playground.tsx`)**
+
+   - Main interface component
+   - Handles user input and AI interactions
+   - Manages conversation state
+
+2. **Message System**
+
+   - `MessageWindow`: Virtualized message display
+   - `MessageItem`: Individual message rendering
+   - LaTeX equation support via KaTeX
+   - Code syntax highlighting
+
+3. **Model Controls**
+
+   - Temperature adjustment
+   - Top-P configuration
+   - Frequency/Presence penalty settings
+
+4. **Error Handling**
+   - Error boundaries for component isolation
+   - Automatic retry logic
+   - Sentry integration for monitoring
+
+### State Management
+
+- React hooks for local state
+- IndexedDB for conversation persistence
+- Local storage for user preferences
+
+## Performance Considerations
+
+1. **Optimizations**
+
+   - Component memoization
+   - Virtualized list rendering
+   - Service worker for offline support
+   - Asset caching strategies
+
+2. **Memory Management**
+   - Message virtualization
+   - Efficient state updates
+   - Cleanup on unmount
+
+## Error Handling
 
-You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
+1. **Retry Logic**
 
-This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
+   - Exponential backoff
+   - Configurable attempts
+   - Error context preservation
 
-## Learn More
+2. **Monitoring**
+   - Sentry integration
+   - Error logging
+   - User feedback
 
-To learn more about Next.js, take a look at the following resources:
+## Future Improvements
 
-- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
-- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
+1. **Features**
 
-You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
+   - Multiple model support
+   - Conversation branching
+   - Export/Import conversations
+   - Collaborative features
 
-## Deploy on Vercel
+2. **Technical**
+   - WebSocket implementation
+   - Stream compression
+   - Worker thread processing
+   - Enhanced caching strategies
+
+## Known Limitations
+
+1. **Browser Support**
+
+   - Service workers require HTTPS
+   - IndexedDB storage limits
+   - PWA installation requirements
+
+2. **Performance**
+   - Initial load time with full bundle
+   - Memory usage with long conversations
+   - Mobile device considerations
+
+## Edge Cases
+
+1. **Network**
+
+   - Intermittent connectivity
+   - Failed retry attempts
+   - Partial message delivery
+
+2. **User Input**
+
+   - Large message handling
+   - Special character processing
+   - Rate limiting
+
+3. **Storage**
+   - Quota exceeded handling
+   - Data corruption recovery
+   - Cross-device sync limitations
+
+## Development
+
+### Prerequisites
+
+- Node.js 18+
+- npm or yarn
+- Modern browser with service worker support
+
+### Environment Setup
+
+1. Clone the repository
+2. Install dependencies with `npm install --legacy-peer-deps`
+3. Create `.env.local` with required variables
+4. Start development server
+
+### Testing
+
+```bash
+npm run test        # Run unit tests
+npm run test:e2e    # Run end-to-end tests
+npm run lint        # Run linting
+```
 
-The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
+## License
 
-Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.
+MIT License - see LICENSE file for details