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A newer version of the Streamlit SDK is available: 1.45.1

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metadata
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:
    pip install -r requirements.txt
  3. Set up environment variables:
    PERPLEXITY_API_KEY=your_api_key_here

Usage

  1. Run the Streamlit app:
    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.