NT-TextFileLoader 1.1.3

Python library to extract text from various file formats. the supported file formats are "JPG","JPEG","PNG","PDF","DOCX","DOC" and "TEXT".

NT-TextLoader

A Python module for extracting text content from various file types including PDFs, DOCX, DOC, text files, and images using Optical Character Recognition (OCR).

Installation Instructions

Before using this package, ensure you have installed the following system-level dependencies:

• Tesseract OCR:

  !apt install tesseract-ocr
  !apt install libtesseract-dev
  !apt-get --no-install-recommends install libreoffice -y
  !apt-get install -y libreoffice-java-common
  

Installation

Install the package using pip:

pip install NT-TextLoader

Usage

from NT_TextLoader import TextFileLoader

# Load text from a file
file_path = 'path/to/your/file'
extracted_text = TextFileLoader.load_text(file_path)
print(extracted_text)

Supported File Types

• PDF: Extracts text from PDF files.
• DOCX: Extracts text from DOCX files.
• DOC: Extracts text from legacy DOC files.
• Text files: Loads text content from TXT files.
• Images (JPG, PNG, JPEG, WEBP): Uses OCR to extract text from images.

Requirements

• PyPDF2
• python-docx
• Pillow
• pytesseract (For image-based text extraction)
• langchain

Contributions

Contributions, issues, and feature requests are welcome!

License

This project is licensed under the MIT License - see the LICENSE file for details.