diff --git a/multimodal/__init__.py b/multimodal/__init__.py
index f102a9cadfa89ce554b3b26d2b90bfba2e05273c..3b93d0be0c9ec9943a1076a0152b8c244261a3a1 100644
--- a/multimodal/__init__.py
+++ b/multimodal/__init__.py
@@ -1 +1 @@
-__version__ = "0.0.1"
+__version__ = "0.0.2"
diff --git a/multimodal/__pycache__/__init__.cpython-310.pyc b/multimodal/__pycache__/__init__.cpython-310.pyc
index dc08085254ded742119bbbf96b908ba23de31cee..71995caf089bdec6445a4db1c3b943b0d9b21adb 100644
Binary files a/multimodal/__pycache__/__init__.cpython-310.pyc and b/multimodal/__pycache__/__init__.cpython-310.pyc differ
diff --git a/setup.py b/setup.py
index 0edf92045da31f6047bfaa96ff24218a270c41d0..26645faff17479d7dfad0dc10786563fe68da46b 100644
--- a/setup.py
+++ b/setup.py
@@ -121,7 +121,6 @@ class clean(_clean):
                 if dirname == '__pycache__':
                     shutil.rmtree(os.path.join(dirpath, dirname))
 
-
 ##############################
 # Custom sdist command
 ##############################
@@ -148,6 +147,8 @@ def setup_package():
     set_version(multimodal_dir, version)
     description = 'A scikit-learn compatible package for multimodal Classifiers'
     here = os.path.abspath(os.path.dirname(__file__))
+    open('README.rst').read(),  # Or 'README.rst', depending on your format
+    long_description_content_type = 'text/x-rst'
     with open(os.path.join(here, 'README.rst'), encoding='utf-8') as readme:
         long_description = readme.read()
     group = 'dev'
@@ -189,6 +190,7 @@ def setup_package():
           version=version,
           description=description,
           long_description=long_description,
+          long_description_content_type=long_description_content_type,
           url=url,
           project_urls=project_urls,
           author=author,