diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
index bd2e176..ccca905 100644
--- a/.github/workflows/lint.yaml
+++ b/.github/workflows/lint.yaml
@@ -1,6 +1,6 @@
 name: lint-test
 
-on: [push]
+on: [push, pull_request]
 
 jobs:
   build:
@@ -16,9 +16,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
       - name: Code quality with flake8
-        run: flake8 cache --exclude gen
\ No newline at end of file
+        run: |
+          pip install flake8
+          flake8 cache --exclude gen
\ No newline at end of file
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
new file mode 100644
index 0000000..de3d15e
--- /dev/null
+++ b/.github/workflows/release.yaml
@@ -0,0 +1,37 @@
+name: test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10"]
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup Python # Set Python version
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Test with pytest
+        run: |
+          pip install pytest
+          pytest cache
+      - name: Code quality with flake8
+        run: |
+            pip install flake8
+            flake8 cache --exclude gen
+      - name: Build package
+        run: |
+          pip install build
+          python3 -m build
+      - name: Upload package to PyPI
+        uses: pypa/gh-action-pypi-publish@27.0.3
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_TOKEN }}
+          repository_url: https://upload.pypi.org/legacy/
+          build_dir: dist
\ No newline at end of file
diff --git a/.github/workflows/build_test.yaml b/.github/workflows/test.yaml
similarity index 90%
rename from .github/workflows/build_test.yaml
rename to .github/workflows/test.yaml
index 7dc250c..d97e58b 100644
--- a/.github/workflows/build_test.yaml
+++ b/.github/workflows/test.yaml
@@ -20,5 +20,7 @@ jobs:
         run: |
           python -m pip install --upgrade pip
           pip install -r requirements.txt
+      - name: Build the code
+        run: python3 -m build
       - name: Test with pytest
         run: pytest cache
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index bf5f69a..924f1a3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,7 @@
 __pycache__/
 venv/
 .mypy_cache
-.pytest_cache
\ No newline at end of file
+.pytest_cache
+*.egg-info/
+build/
+dist/
\ No newline at end of file
diff --git a/README.md b/README.md
index 0137806..b221fbe 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-[![build-and-test](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/build_test.yaml/badge.svg)](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/build_test.yaml) [![lint-test](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/lint.yaml/badge.svg)](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/lint.yaml) ![GitHub License](https://img.shields.io/github/license/codophobia/key-value-cache-thrift-python) 
+[![build-and-test](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/build_test.yaml/badge.svg)](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/test.yaml) [![lint-test](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/lint.yaml/badge.svg)](https://github.com/codophobia/key-value-cache-thrift-python/actions/workflows/lint.yaml) ![GitHub License](https://img.shields.io/github/license/codophobia/key-value-cache-thrift-python) 
 
 # key-value-cache-thrift-python
 Implement a simple key value cache using thrift and Python
diff --git a/cache/__main__.py b/cache/__main__.py
index ad59b36..4af9d68 100644
--- a/cache/__main__.py
+++ b/cache/__main__.py
@@ -1,5 +1,9 @@
 
-from cache.cli import main
+from cache.cli import main as cli_main
+
+
+def main():
+    cli_main()
 
 
 if __name__ == "__main__":
diff --git a/cache/client/__init__.py b/cache/client/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/cache/client/python/__init__.py b/cache/client/python/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/cache/gen/__init__.py b/cache/gen/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..9fb4329
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,21 @@
+from setuptools import setup, find_packages
+
+setup(
+    name='thriftcacheserver',
+    version='1.0',
+    description='A cache server using thrift',
+    url='https://github.com/codophobia/key-value-cache-thrift-python',
+    entry_points={
+        'console_scripts': [
+            'thriftcacheserver = cache.__main__:main',
+        ]
+    },
+    author='Shivam Mitra',
+    author_email='shivamm389@gmail.com',
+    license='APACHE',
+    packages=find_packages(include=['cache', 'cache.*']),
+    install_requires=[
+        'thrift',
+    ],
+    zip_safe=False
+)