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---
title: FormIQ - Intelligent Document Parser
emoji: 📄
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.32.0
app_file: app.py
pinned: false
---
# FormIQ - Intelligent Document Parser
FormIQ is an intelligent document parser that uses advanced AI models to extract and validate information from various types of documents.
## Features
- Document image upload and processing
- OCR text extraction using Tesseract
- Advanced document understanding using LayoutLMv3
- Structured information extraction using Perplexity AI
- Interactive web interface built with Streamlit
## Technologies Used
- **Frontend**: Streamlit
- **OCR**: Tesseract
- **Document Understanding**: LayoutLMv3
- **Text Processing**: Perplexity AI
- **Data Processing**: Pandas, NumPy
- **Visualization**: Plotly
## Setup
1. Clone the repository
2. Install dependencies:
```bash
pip install -r requirements.txt
```
3. Set up environment variables:
```bash
PERPLEXITY_API_KEY=your_api_key_here
```
## Usage
1. Run the Streamlit app:
```bash
streamlit run app.py
```
2. Open your browser and navigate to the provided URL
3. Upload a document image
4. Click "Process Document" to extract information
## Hugging Face Spaces Deployment
This project is deployed on Hugging Face Spaces. You can access the live demo at: [Your Spaces URL]
## Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
## License
This project is licensed under the MIT License - see the LICENSE file for details.
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