https://github.com/sourabhsinha396/writelikeme
A generative ai webapp built on FastAPI + Next JS that helps replicate our writing style.
https://github.com/sourabhsinha396/writelikeme
docker docker-compose fastapi hacktoberfest nextjs tesseract
Last synced: 3 months ago
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A generative ai webapp built on FastAPI + Next JS that helps replicate our writing style.
- Host: GitHub
- URL: https://github.com/sourabhsinha396/writelikeme
- Owner: sourabhsinha396
- Created: 2025-10-03T16:01:51.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-10-03T16:10:59.000Z (9 months ago)
- Last Synced: 2025-10-03T18:29:00.828Z (9 months ago)
- Topics: docker, docker-compose, fastapi, hacktoberfest, nextjs, tesseract
- Language: TypeScript
- Homepage: https://writelikeme.io/
- Size: 313 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 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](https://github.com/UB-Mannheim/tesseract/wiki)
## Installation
### Backend Setup
1. **Clone the repository**
```bash
git clone https://github.com/yourusername/writelikeme.git
cd writelikeme
```
2. **Navigate to backend directory**
```bash
cd backend-writelikeme
```
3. **Configure environment variables**
```bash
cp .env.sample .env
```
Edit `.env` and configure the variables
4. **Start the backend with Docker**
```bash
docker compose up --build
```
5. **Run database migrations**
```bash
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**
```bash
cd frontend-writelikeme
```
2. **Configure environment variables**
```bash
cp .env.sample .env
```
Edit `.env` if needed
3. **Install dependencies**
```bash
npm install
```
4. **Start the development server**
```bash
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](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](https://writelikeme.io)
- Contact me via chatbot or mail. I am available at chatbot most of the time.
---
Made with 🧠+ some Vibecoding by Sourabh