diff --git a/setup.py b/setup.py
index 44e6417eb..57328d28a 100644
--- a/setup.py
+++ b/setup.py
@@ -86,6 +86,16 @@ def fetch_requirements(path):
         return [r.strip() for r in fd.readlines()]
 
 
+def fetch_readme():
+    with open('README.md', encoding='utf-8') as f:
+        return f.read()
+
+
+def get_version():
+    with open('version.txt') as f:
+        return f.read().strip()
+
+
 if build_cuda_ext:
     try:
         import torch
@@ -177,7 +187,7 @@ if build_cuda_ext:
 
 setup(
     name='colossalai',
-    version='0.0.2',
+    version=get_version(),
     packages=find_packages(exclude=('benchmark',
                                     'docker',
                                     'tests',
@@ -188,10 +198,28 @@ setup(
                                     'requirements',
                                     '*.egg-info',)),
     description='An integrated large-scale model training system with efficient parallelization techniques',
+    long_description=fetch_readme(),
+    long_description_content_type='text/markdown',
+    url='https://www.colossalai.org',
+    project_urls={
+        'Forum': 'https://github.com/hpcaitech/ColossalAI/discussions',
+        'Bug Tracker': 'https://github.com/hpcaitech/ColossalAI/issues',
+        'Examples': 'https://github.com/hpcaitech/ColossalAI-Examples',
+        'Documentation': 'http://colossalai.readthedocs.io',
+        'Github': 'https://github.com/hpcaitech/ColossalAI',
+    },
     ext_modules=ext_modules,
     cmdclass={'build_ext': BuildExtension} if ext_modules else {},
     install_requires=fetch_requirements('requirements/requirements.txt'),
     extras_require={
         'zero': fetch_requirements('requirements/requirements-zero.txt'),
-    }
+    },
+    python_requires='>=3.7',
+    classifiers=[
+        'Programming Language :: Python :: 3',
+        'License :: OSI Approved :: Apache Software License',
+        'Environment :: GPU :: NVIDIA CUDA',
+        'Topic :: Scientific/Engineering :: Artificial Intelligence',
+        'Topic :: System :: Distributed Computing',
+    ],
 )
diff --git a/version.txt b/version.txt
new file mode 100644
index 000000000..4e379d2bf
--- /dev/null
+++ b/version.txt
@@ -0,0 +1 @@
+0.0.2