Updated PYPI project descriptions.

README.md

@@ -7,7 +7,7 @@
 
 An open-source Python library for data cleaning tasks. Includes profanity detection, and removal. Also now includes personal information detection and removal. Now includes hate speech and offensive language detection using AI.
 
-## Changes in 0.2.0
+## Changes in 0.2.1
 
 Using the AI models in ValX, you can now automatically remove hate speech, or offensive speech from your text data, without needing to run detection and write your own custom implementation method.
 
@@ -88,7 +88,7 @@ from valx import detect_hate_speech
 outcome_of_detection = detect_hate_speech("You are stupid.")
 ```
 
-*See our [official documentation](https://infinitode-docs.gitbook.io/documentation/package-documentation/valx-package-documentation) for more examples on how to use ValX.*
+> See our [official documentation](https://infinitode-docs.gitbook.io/documentation/package-documentation/valx-package-documentation) for more examples on how to use ValX.*
 
 ## Contributing
 

setup.py

@@ -1,12 +1,15 @@
 from setuptools import setup, find_packages
 
+with open("README.md", "r", encoding="utf-8") as fh:
+    long_description = fh.read()
+
 setup(
     name='valx',
     version='{{VERSION_PLACEHOLDER}}',
     author='Infinitode Pty Ltd',
     author_email='infinitode.ltd@gmail.com',
-    description='An open-source Python library for text cleaning tasks.',
-    long_description='An open-source Python library for data cleaning tasks. Includes profanity detection, and removal. Now includes offensive language and hate speech detection using an AI model.',
+    description='An open-source Python library for data cleaning tasks. Includes profanity detection, and removal. Now includes offensive language and hate speech detection using an AI model.',
+    long_description=long_description,
     long_description_content_type='text/markdown',
     url='https://github.com/infinitode/valx',
     packages=find_packages(),