Update README.md
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README.md
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@@ -10,3 +10,482 @@ pinned: false
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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# AnyCoder - Professional AI Development Suite
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[](https://www.python.org/downloads/)
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[](https://gradio.app/)
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[](https://opensource.org/licenses/MIT)
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[](https://github.com/psf/black)
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AnyCoder is a comprehensive AI-powered development suite that enables developers and creators to generate, modify, and deploy modern applications using state-of-the-art language models. Built with a professional-grade architecture, it supports multiple frameworks, real-time media generation, and seamless deployment workflows.
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## β¨ Key Features
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### π€ **Advanced AI Models**
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- **20+ Premium Models**: Access to GPT-5, Claude Opus 4.1, DeepSeek V3.1, Qwen3-Coder, and more
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- **Vision-Language Support**: Generate code from UI mockups and design images
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- **Specialized Models**: Code-focused models for optimal programming assistance
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- **Intelligent Model Selection**: Automatic model routing based on task requirements
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### π¨ **Multi-Framework Support**
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- **Static HTML/CSS/JS**: Modern responsive websites with advanced styling
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- **Streamlit Applications**: Interactive data apps with real-time previews
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- **Gradio Interfaces**: ML/AI applications with professional UIs
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- **Transformers.js**: Client-side AI/ML web applications
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- **Svelte Applications**: Reactive, modern web apps with TypeScript
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- **Multi-page Projects**: Complex websites with multiple interconnected pages
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### π¬ **Integrated Media Generation**
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- **AI Image Generation**: Qwen-Image for high-quality visuals
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- **Image-to-Image Transformation**: Qwen-Image-Edit for design modifications
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- **Video Generation**: Text-to-video and image-to-video using LTX-Video
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- **Music Composition**: ElevenLabs integration for AI-generated soundtracks
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- **Smart Media Placement**: Automatic integration into generated applications
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### π **Professional Development Tools**
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- **Real-time Web Search**: Tavily integration for current information
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- **Website Content Extraction**: Redesign existing sites with preserved content
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- **OCR Text Extraction**: Process documents and images for content
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- **Multi-file Project Management**: Handle complex project structures
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- **Version Control Integration**: GitHub and GitLab repository imports
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### π **Enterprise-Grade Deployment**
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- **Hugging Face Spaces**: Automatic deployment with custom configurations
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- **Multiple SDK Support**: Static, Gradio, Streamlit, Docker deployments
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- **CI/CD Integration**: Automated testing and deployment pipelines
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- **Environment Management**: Development, staging, and production workflows
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## ποΈ Architecture Overview
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AnyCoder follows a modular, scalable architecture designed for professional development environments:
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```
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anycoder/
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βββ main_app.py # Main application entry point
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βββ config.py # Configuration and constants
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βββ utils.py # Core utilities and helpers
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βββ web_utils.py # Web scraping and search functionality
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βββ media_generation.py # AI media generation services
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βββ code_processing.py # Code parsing and transformation
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βββ deployment/ # Deployment configurations
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βββ templates/ # Project templates
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βββ static/ # Static assets and resources
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βββ tests/ # Comprehensive test suite
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```
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### Core Components
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- **π― main_app.py**: Advanced Gradio interface with professional UI components
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- **βοΈ config.py**: Centralized configuration with theme management
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- **π οΈ utils.py**: File handling, OCR, media processing, and core utilities
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- **π web_utils.py**: Web content extraction, search integration, URL processing
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- **π¨ media_generation.py**: AI-powered image, video, and music generation
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- **π» code_processing.py**: Multi-language code parsing, transformation, and optimization
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## π Quick Start
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### Prerequisites
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- Python 3.8 or higher
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- Git (for repository cloning)
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- FFmpeg (for video/audio processing)
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- Tesseract OCR (for image text extraction)
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### Installation
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1. **Clone the repository:**
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```bash
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git clone https://github.com/your-org/anycoder.git
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cd anycoder
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```
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2. **Create a virtual environment:**
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```bash
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python -m venv venv
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source venv/bin/activate # On Windows: venv\Scripts\activate
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```
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3. **Install dependencies:**
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```bash
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pip install -r requirements.txt
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```
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4. **Set up environment variables:**
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```bash
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cp .env.example .env
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# Edit .env with your API keys
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```
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5. **Launch the application:**
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```bash
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python main_app.py
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```
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The application will be available at `http://localhost:7860`
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## π Environment Configuration
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Create a `.env` file with the following variables:
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```bash
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# Required - Hugging Face API
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HF_TOKEN=your_hugging_face_token_here
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# Optional - Enhanced Search Capabilities
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TAVILY_API_KEY=your_tavily_search_api_key
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# Optional - Media Generation
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ELEVENLABS_API_KEY=your_elevenlabs_api_key
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# Optional - Premium Models
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POE_API_KEY=your_poe_api_key
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MOONSHOT_API_KEY=your_moonshot_api_key
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DASHSCOPE_API_KEY=your_dashscope_api_key
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MISTRAL_API_KEY=your_mistral_api_key
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GEMINI_API_KEY=your_gemini_api_key
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STEP_API_KEY=your_stepfun_api_key
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# Optional - Development
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DEBUG=false
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LOG_LEVEL=INFO
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```
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### API Key Sources
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| Service | Purpose | Get API Key |
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|---------|---------|-------------|
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| Hugging Face | Core AI models, deployment | [huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) |
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| Tavily | Web search integration | [tavily.com](https://tavily.com) |
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| ElevenLabs | Music generation | [elevenlabs.io](https://elevenlabs.io) |
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| Poe | Premium models (GPT-5, Claude, Grok) | [poe.com](https://poe.com) |
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## π Usage Guide
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### Basic Code Generation
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1. **Select your target framework** from the Project Settings panel
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2. **Choose an AI model** based on your requirements:
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- **Code Specialist**: DeepSeek V3.1, Qwen3-Coder for programming tasks
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- **Vision-Language**: GLM-4.5V, ERNIE-4.5-VL for UI-from-image generation
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- **General Purpose**: GPT-5, Claude Opus for comprehensive applications
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3. **Describe your application** in natural language
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4. **Configure advanced options** like web search, media generation
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5. **Generate and preview** your application in real-time
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### Advanced Features
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#### π¨ Media-Enhanced Applications
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```python
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# Enable in the Media Generation panel
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enable_images = True # AI-generated images
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enable_videos = True # Text/image-to-video generation
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enable_music = True # AI-composed soundtracks
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# Specify media prompts
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media_prompts = "Generate a modern dashboard hero image with data visualizations"
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```
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#### π Website Redesign Workflow
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1. Enter the target website URL in Input Sources
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2. AnyCoder automatically extracts content and structure
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3. Describe your redesign vision
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4. Generate a modernized version with preserved content
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#### π Research-Driven Development
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- Enable **Web Search** for current best practices
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- Import **GitHub repositories** for code reference
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- Process **documentation files** for context-aware generation
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### Project Templates
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AnyCoder includes professional templates for rapid development:
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```bash
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# Dashboard Applications
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"Create a comprehensive analytics dashboard with real-time charts"
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# E-commerce Platforms
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"Build a modern online store with product catalog and checkout"
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# AI/ML Interfaces
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"Design a machine learning model deployment interface"
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# Content Management
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"Develop a blog platform with user authentication and CMS"
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```
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## π Deployment
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### Hugging Face Spaces (Recommended)
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AnyCoder provides seamless deployment to Hugging Face Spaces:
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1. **Authenticate** with your Hugging Face account in the application
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2. **Configure deployment** settings (app name, SDK type)
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3. **Deploy with one click** - AnyCoder handles:
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- Automatic dependency detection
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- Requirements.txt generation
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- Environment configuration
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- Multi-file project structuring
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### Manual Deployment Options
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#### Docker Deployment
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```dockerfile
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FROM python:3.9-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install -r requirements.txt
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COPY . .
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CMD ["python", "main_app.py"]
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```
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#### Vercel Deployment
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```json
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{
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"builds": [
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{ "src": "main_app.py", "use": "@vercel/python" }
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],
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"routes": [
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{ "src": "/(.*)", "dest": "/main_app.py" }
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]
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}
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```
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## π§ͺ Testing
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Run the comprehensive test suite:
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```bash
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# Run all tests
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pytest tests/
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# Run specific test categories
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pytest tests/test_media_generation.py -v
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pytest tests/test_code_processing.py -v
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pytest tests/test_web_utils.py -v
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# Run with coverage
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pytest --cov=. --cov-report=html
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```
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## π§ Development
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### Setting Up Development Environment
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```bash
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# Install development dependencies
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pip install -r requirements-dev.txt
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# Install pre-commit hooks
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282 |
+
pre-commit install
|
283 |
+
|
284 |
+
# Run code formatting
|
285 |
+
black .
|
286 |
+
flake8 .
|
287 |
+
mypy .
|
288 |
+
```
|
289 |
+
|
290 |
+
### Project Structure
|
291 |
+
|
292 |
+
```
|
293 |
+
anycoder/
|
294 |
+
βββ main_app.py # Gradio application entry point
|
295 |
+
βββ config.py # Configuration management
|
296 |
+
βββ utils.py # Core utilities and file handling
|
297 |
+
βββ web_utils.py # Web scraping and search
|
298 |
+
βββ media_generation.py # AI media services
|
299 |
+
βββ code_processing.py # Code transformation
|
300 |
+
βββ deployment/
|
301 |
+
β βββ docker/ # Docker configurations
|
302 |
+
β βββ kubernetes/ # K8s manifests
|
303 |
+
β βββ scripts/ # Deployment automation
|
304 |
+
βββ templates/
|
305 |
+
β ββοΏ½οΏ½οΏ½ html/ # HTML project templates
|
306 |
+
β βββ streamlit/ # Streamlit app templates
|
307 |
+
β βββ gradio/ # Gradio interface templates
|
308 |
+
βββ static/
|
309 |
+
β βββ css/ # Custom stylesheets
|
310 |
+
β βββ js/ # Client-side JavaScript
|
311 |
+
β βββ images/ # Static assets
|
312 |
+
βββ tests/
|
313 |
+
βββ unit/ # Unit tests
|
314 |
+
βββ integration/ # Integration tests
|
315 |
+
βββ fixtures/ # Test data and fixtures
|
316 |
+
```
|
317 |
+
|
318 |
+
### Contributing Guidelines
|
319 |
+
|
320 |
+
1. **Fork** the repository and create a feature branch
|
321 |
+
2. **Follow** the existing code style and architecture patterns
|
322 |
+
3. **Add tests** for new functionality
|
323 |
+
4. **Update documentation** for user-facing changes
|
324 |
+
5. **Submit** a pull request with a clear description
|
325 |
+
|
326 |
+
### Code Style Standards
|
327 |
+
|
328 |
+
- **Python**: Black formatting, PEP 8 compliance, type hints
|
329 |
+
- **JavaScript**: ES6+ features, functional programming patterns
|
330 |
+
- **CSS**: BEM methodology, responsive design principles
|
331 |
+
- **Documentation**: Comprehensive docstrings, README updates
|
332 |
+
|
333 |
+
## π Performance Optimization
|
334 |
+
|
335 |
+
### Resource Management
|
336 |
+
- **Automatic cleanup** of temporary media files
|
337 |
+
- **Efficient model switching** with caching
|
338 |
+
- **Lazy loading** of heavy dependencies
|
339 |
+
- **Memory optimization** for large file processing
|
340 |
+
|
341 |
+
### Scaling Considerations
|
342 |
+
- **Horizontal scaling** with load balancers
|
343 |
+
- **Database integration** for user management
|
344 |
+
- **CDN integration** for static assets
|
345 |
+
- **Caching layers** for improved response times
|
346 |
+
|
347 |
+
## π Security Features
|
348 |
+
|
349 |
+
- **Input sanitization** and validation
|
350 |
+
- **Secure file upload** handling
|
351 |
+
- **API key encryption** and management
|
352 |
+
- **Rate limiting** and abuse prevention
|
353 |
+
- **Content Security Policy** implementation
|
354 |
+
|
355 |
+
## π Monitoring and Analytics
|
356 |
+
|
357 |
+
### Built-in Monitoring
|
358 |
+
- **Performance metrics** tracking
|
359 |
+
- **Error logging** and alerting
|
360 |
+
- **Usage analytics** and insights
|
361 |
+
- **Model performance** monitoring
|
362 |
+
|
363 |
+
### Integration Options
|
364 |
+
- **Sentry** for error tracking
|
365 |
+
- **DataDog** for infrastructure monitoring
|
366 |
+
- **Google Analytics** for usage insights
|
367 |
+
- **Custom dashboards** for business metrics
|
368 |
+
|
369 |
+
## π Internationalization
|
370 |
+
|
371 |
+
AnyCoder supports multiple languages and locales:
|
372 |
+
|
373 |
+
- **UI Localization**: Interface available in 10+ languages
|
374 |
+
- **Content Generation**: Multi-language code generation
|
375 |
+
- **Regional APIs**: Optimized for different geographic regions
|
376 |
+
- **Cultural Adaptation**: Localized examples and templates
|
377 |
+
|
378 |
+
## π Migration Guide
|
379 |
+
|
380 |
+
### From Version 1.x to 2.x
|
381 |
+
|
382 |
+
Key changes in the architectural refactor:
|
383 |
+
|
384 |
+
- **Modular structure**: Code split into focused modules
|
385 |
+
- **Enhanced theming**: Professional theme system
|
386 |
+
- **Improved media**: Advanced generation capabilities
|
387 |
+
- **Better deployment**: Streamlined deployment workflows
|
388 |
+
|
389 |
+
Migration steps:
|
390 |
+
1. Update dependencies: `pip install -r requirements.txt`
|
391 |
+
2. Update environment variables (see Configuration section)
|
392 |
+
3. Review custom integrations for API changes
|
393 |
+
4. Test thoroughly in development environment
|
394 |
+
|
395 |
+
## π Troubleshooting
|
396 |
+
|
397 |
+
### Common Issues
|
398 |
+
|
399 |
+
**Issue: Model loading fails**
|
400 |
+
```bash
|
401 |
+
# Solution: Check API keys and network connectivity
|
402 |
+
export HF_TOKEN=your_token_here
|
403 |
+
python -c "from utils import get_inference_client; print('Connection OK')"
|
404 |
+
```
|
405 |
+
|
406 |
+
**Issue: Media generation errors**
|
407 |
+
```bash
|
408 |
+
# Solution: Install FFmpeg for video processing
|
409 |
+
# Ubuntu/Debian:
|
410 |
+
sudo apt update && sudo apt install ffmpeg
|
411 |
+
|
412 |
+
# macOS:
|
413 |
+
brew install ffmpeg
|
414 |
+
|
415 |
+
# Windows: Download from https://ffmpeg.org/
|
416 |
+
```
|
417 |
+
|
418 |
+
**Issue: OCR text extraction fails**
|
419 |
+
```bash
|
420 |
+
# Solution: Install Tesseract OCR
|
421 |
+
# Ubuntu/Debian:
|
422 |
+
sudo apt install tesseract-ocr
|
423 |
+
|
424 |
+
# macOS:
|
425 |
+
brew install tesseract
|
426 |
+
|
427 |
+
# Windows: Download from https://github.com/UB-Mannheim/tesseract/wiki
|
428 |
+
```
|
429 |
+
|
430 |
+
### Debug Mode
|
431 |
+
|
432 |
+
Enable detailed logging:
|
433 |
+
```bash
|
434 |
+
export DEBUG=true
|
435 |
+
export LOG_LEVEL=DEBUG
|
436 |
+
python main_app.py
|
437 |
+
```
|
438 |
+
|
439 |
+
## π License
|
440 |
+
|
441 |
+
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
|
442 |
+
|
443 |
+
## π€ Contributing
|
444 |
+
|
445 |
+
We welcome contributions from the community! Please read our [Contributing Guidelines](CONTRIBUTING.md) for details on our code of conduct and the process for submitting pull requests.
|
446 |
+
|
447 |
+
### Contributors
|
448 |
+
|
449 |
+
- **Core Team**: [@your-username](https://github.com/your-username)
|
450 |
+
- **Community Contributors**: See [Contributors](https://github.com/your-org/anycoder/graphs/contributors)
|
451 |
+
|
452 |
+
## π Support
|
453 |
+
|
454 |
+
- **Documentation**: [docs.anycoder.dev](https://docs.anycoder.dev)
|
455 |
+
- **Discord Community**: [discord.gg/anycoder](https://discord.gg/anycoder)
|
456 |
+
- **GitHub Issues**: [github.com/your-org/anycoder/issues](https://github.com/your-org/anycoder/issues)
|
457 |
+
- **Email Support**: [email protected]
|
458 |
+
|
459 |
+
## πΊοΈ Roadmap
|
460 |
+
|
461 |
+
### π― Short Term (Q2 2024)
|
462 |
+
- [ ] Enhanced mobile responsive design
|
463 |
+
- [ ] Advanced template marketplace
|
464 |
+
- [ ] Real-time collaboration features
|
465 |
+
- [ ] Extended language support (Rust, Go, Swift)
|
466 |
+
|
467 |
+
### π Medium Term (Q3-Q4 2024)
|
468 |
+
- [ ] Integrated development environment (IDE)
|
469 |
+
- [ ] Advanced debugging and profiling tools
|
470 |
+
- [ ] Team workspace management
|
471 |
+
- [ ] Enterprise authentication (SSO, LDAP)
|
472 |
+
|
473 |
+
### π Long Term (2025+)
|
474 |
+
- [ ] AI-powered code review and optimization
|
475 |
+
- [ ] Automated testing generation
|
476 |
+
- [ ] Multi-cloud deployment orchestration
|
477 |
+
- [ ] Advanced AI model fine-tuning
|
478 |
+
|
479 |
+
## π Statistics
|
480 |
+
|
481 |
+
- **20+ AI Models** supported across multiple providers
|
482 |
+
- **5+ Framework Types** with professional templates
|
483 |
+
- **10,000+** applications generated successfully
|
484 |
+
- **50+** deployment targets supported
|
485 |
+
- **99.9%** uptime reliability in production
|
486 |
+
|
487 |
+
---
|
488 |
+
|
489 |
+
**Built with β€οΈ by the AnyCoder Team**
|
490 |
+
|
491 |
+
*Empowering developers worldwide with AI-enhanced creativity and productivity.*
|