Update readme.md

Author: Infinitode

readme.md

@@ -1,10 +1,13 @@
 # DupliPy 0.2.6
+
 ![Python Version](https://img.shields.io/badge/python-3.12-blue.svg)
 ![Code Size](https://img.shields.io/github/languages/code-size/infinitode/duplipy)
 ![Downloads](https://pepy.tech/badge/duplipy)
 ![License Compliance](https://img.shields.io/badge/license-compliance-brightgreen.svg)
 ![PyPI Version](https://img.shields.io/pypi/v/duplipy)
 
+[DupliPy Documentation](https://infinitode-docs.gitbook.io/documentation/package-documentation/duplipy-package-documentation)
+
 An open source Python library for text formatting, augmentation, and similarity calculation tasks in NLP, the package now also includes additional methods for image and tabular data augmentation.
 
 ## Changes in DupliPy 0.2.6
@@ -67,7 +70,7 @@ Please ensure that you have one of these Python versions installed before using
 - Tabular and Numerical Data Augmentation (CSV expansion, imputation, balancing).
 - Profanity removal, hate speech removal, offensive speech removal, and sensitive information removal.
 
-*For full reference documentation view [DupliPy's official documentation](https://infinitode-docs.gitbook.io/documentation/package-documentation/duplipy-package-documentation).*
+_For full reference documentation view [DupliPy's official documentation](https://infinitode-docs.gitbook.io/documentation/package-documentation/duplipy-package-documentation)._
 
 ## Usage
 
@@ -276,8 +279,6 @@ DupliPy is released under the terms of the **MIT License (Modified)**. Please se
 
 **Modified License Clause**
 
-
-
 The modified license clause grants users the permission to make derivative works based on the DupliPy software. However, it requires any substantial changes to the software to be clearly distinguished from the original work and distributed under a different name.
 
 By enforcing this distinction, it aims to prevent direct publishing of the source code without changes while allowing users to create derivative works that incorporate the code but are not exactly the same.