trk-mmr-tools 0.1.0

OCR and Arabic text correction tools with WordBank

# TRT Tarek Tools

***PDF extraction, Arabic text correction, and WordBank tools***

## Description

This package provides tools for:

* Extracting text from PDF files (with OCR fallback using PyMuPDF and Tesseract)

* Cleaning and correcting Arabic text

* Checking words against a WordBank and applying corrections

It is useful for processing Arabic PDFs, preparing text for NLP, or building word databases.

## Installation

\# Using pip

pip install trt-tarek-tools

## Usage

Here is a simple example using the process\_pdfs function:

from pathlib import Path

from trk\_mmr\_tools.pdf.processor import process\_pdfs

from trk\_mmr\_tools.text.correction import TextCorrection



pdf\_input = Path("tests/sample.pdf")  # or folder of PDFs

output\_dir = Path("output")



output\_dir.mkdir(exist\_ok=True)



corrector = TextCorrection()



process\_pdfs(

    source=pdf\_input,

    output\_dir=output\_dir,

    method="ocr",

    lang="ara",

    clean=True,

    corrector=corrector

)

## License

MIT License

## Author

Tarek