Financial Document Summarizer

Overview

The Financial Document Summarizer is a Python-based tool that extracts text from a PDF file and generates a summarized version of its content. This is useful for quickly understanding key points in lengthy financial documents.

Features

• Extracts text from financial PDFs.
• Summarizes the extracted content for quick insights.
• Simple and easy-to-use script.

Requirements

Ensure you have the following installed before running the script:

• Python 3.x
• Required Python packages (see Installation)

Installation

1. Clone this repository:

   git clone https://github.com/your-username/financial-doc-summarizer.git
   cd financial-doc-summarizer

2. Install dependencies:

   pip install -r requirements.txt

Usage

1. Open main.py and set the document path in the following line:

   pages = extract_text_from_pdf("docs/reliance.pdf")

   Replace "docs/reliance.pdf" with the path to your financial document.
2. Run the script:

   python main.py

3. The summarized content will be displayed in the console or saved to an output file, depending on implementation.

File Structure

financial-doc-summarizer/
│── docs/
│   ├── reliance.pdf  # Sample financial document
│── main.py           # Main script to run the summarizer
│── inference.py     # Handles text summarization
│── reader.py      # Extracts text from PDFs
│── segment.py      # Segments extracted text into chunks
│── requirements.txt  # List of dependencies
│── README.md         # Project documentation

License

This project is licensed under the MIT License.

Contact

For any issues or suggestions, feel free to open an issue on GitHub or contact [fazlomr3@gmail.com].