WriteLikeMe.io

An AI-powered writing style analyzer and content generator that learns your unique writing style and creates new content that matches it.

Features

• Writing Style Analysis: Upload text samples (TXT, DOCX, PDF) or paste text to create unique writing profiles
• AI Content Generation: Generate new content on any topic in your analyzed writing style
• Multiple Profiles: Create and manage different writing profiles for various styles and purposes
• User Authentication: Support for traditional login/signup and Google OAuth
• Anonymous Usage: Try the service without creating an account
• Payment Plans: Tiered subscription plans with different word limits
• Real-time Generation: Stream generated content as it's being created
• Document Processing: Advanced PDF text extraction with OCR fallback for scanned documents

Tech Stack

Backend

• FastAPI: Modern Python web framework
• PostgreSQL: Database
• SQLAlchemy: ORM
• Alembic: Database migrations
• Docker & Docker Compose: Containerization
• LiteLLM: LLM integration abstraction
• Langfuse: LLM observability and monitoring
• PayPal SDK: Payment processing
• Tesseract OCR: Text extraction from images/scanned PDFs

Frontend

• Next.js 14: React framework with App Router
• TypeScript: Type safety
• Tailwind CSS: Styling
• shadcn/ui: UI component library
• Google Analytics: Analytics

AI & NLP

• OpenAI API: Content generation
• NLTK: Natural language processing
• Custom Style Analyzer: Proprietary writing style analysis

Prerequisites

• Docker and Docker Compose
• Node.js 18+ (for frontend development)
• Python 3.9+ (if running backend without Docker)
• Tesseract OCR installed on your system:
  • Ubuntu/Debian: sudo apt-get install tesseract-ocr
  • MacOS: brew install tesseract
  • Windows: Download installer

Installation

Backend Setup

1. Clone the repository

   git clone https://github.com/yourusername/writelikeme.git
   cd writelikeme

2. Navigate to backend directory

   cd backend-writelikeme

3. Configure environment variables

   cp .env.sample .env

   Edit .env and configure the variables

4. Start the backend with Docker

   docker compose up --build

5. Run database migrations

   docker compose exec web alembic upgrade head

6. Access the API documentation (optional)

   • Uncomment docs_url="/docs" in main.py
   • Visit: http://127.0.0.1:8000/docs

Frontend Setup

1. Navigate to frontend directory

   cd frontend-writelikeme

2. Configure environment variables

   cp .env.sample .env

   Edit .env if needed

3. Install dependencies

   npm install

4. Start the development server

   npm run dev

5. Access the application

   • Open http://localhost:3000 in your browser

Usage

• Best try it at writelikeme.io

Admin Panel

Access the admin panel at: http://127.0.0.1:8000/admin Configure admin credentials in your environment variables.

Contributing

Contributions are welcome! Please follow these steps:

1. Fork the repository
2. Create a feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

This project is open source and available under the MIT License.

Acknowledgments

• FastAPI and Next.js communities
• All contributors and users of WriteLikeMe.io

Support

For issues, questions, or contributions, please:

• Open an issue on GitHub
• Visit writelikeme.io
• Contact me via chatbot or mail. I am available at chatbot most of the time.

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Made with 🧠 + some Vibecoding by Sourabh