Introduction The Arabic language, with its rich morphology, complex script, and right-to-left writing system, poses unique challenges for digital text recognition. Optical Character Recognition (OCR) technology has emerged as a vital solution to convert printed or handwritten Arabic text into machine-readable formats. Implementing a robust Arabic