This is a repackaged software that includes the charges of installation and configuration of The "Text Deidentification Model" is a specialized tool designed to protect privacy and confidentiality in text-based data. It intelligently identifies and redacts sensitive information, such as personal identifiers and private data, from texts like medical records, legal documents, and personal correspondences. Employing sophisticated natural language processing (NLP) techniques, this model ensures compliance with privacy regulations like GDPR and HIPAA by accurately detecting and anonymizing personal data.