jaywyawhare / PDFIntellect

Streamline PDF data retrieval with PDFIntellect, harnessing the intelligence of LLMs via an intuitive Streamlit interface.

PDFIntellect: Smart PDF Data Retrieval

Introduction

PDFIntellect is a Streamlit app designed for smart PDF data retrieval. This app leverages Language Models (LLMs) to efficiently extract valuable information from PDF documents.

Features

• Advanced PDF parsing.
• Integration with pre-trained Language Models.
• Customizable cascading LLMs.
• Intelligent short answer generation.

Requirements

• Python 3.7 or higher.
• Streamlit, transformers, torch, and pdfplumber libraries.
• Access to pre-trained Language Models.
• PDF parsing libraries.
• PDF documents for extraction.

Usage

1. Clone the repository.

   git clone  https://github.com/jaywyawhare/PDFIntellect

2. Install the required libraries.

   pip install -r requirements.txt

3. Run the Streamlit app.

   streamlit run app.py

App will be available at http://localhost:8501.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License

This project is licensed under the Licence license.