diff --git a/.github/workflows/publish_to_pypi.yaml b/.github/workflows/publish_to_pypi.yaml
new file mode 100644
index 0000000..bfe99f9
--- /dev/null
+++ b/.github/workflows/publish_to_pypi.yaml
@@ -0,0 +1,41 @@
+name: Publish Python Package to PyPI
+
+on:
+  push:
+    tags:
+      - "v*"
+
+jobs:
+  build-n-publish:
+    name: Build and publish Python
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@master
+
+      - name: Set up Python 3.10
+        uses: actions/setup-python@v3
+        with:
+          python-version: "3.10"
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install wheel
+
+      - name: Extract tag name
+        id: tag
+        run: |
+          echo ::set-output name=TAG_NAME::$(echo $GITHUB_REF | cut -d / -f 3)
+
+      - name: Update version in setup.py
+        run: |
+          sed -i "s/{{VERSION_PLACEHOLDER}}/${{ steps.tag.outputs.TAG_NAME }}/g" setup.py
+
+      - name: Build a binary wheel
+        run: |
+          python setup.py sdist bdist_wheel
+
+      - name: Publish distribution 📦 to PyPI
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/setup.py b/setup.py
index 08ca952..2a301b5 100644
--- a/setup.py
+++ b/setup.py
@@ -1,8 +1,31 @@
 from setuptools import setup, find_packages
+from pathlib import Path
+
+PY_TGI_VERSION = "0.1.0"
+
+common_setup_kwargs = {
+    "author": "Ilyas Moutawwakil",
+    "author_email": "ilyas.moutawwakil@gmail.com",
+    "description": "A Python wrapper around TGI",
+    "keywords": ["python", "tgi", "llm", "huggingface", "docker"],
+    "url": "https://github.com/IlyasMoutawwakil/py-tgi",
+    "long_description_content_type": "text/markdown",
+    "long_description": (Path(__file__).parent / "README.md").read_text(
+        encoding="UTF-8"
+    ),
+    "platforms": ["linux", "windows", "macos"],
+    "classifiers": [
+        "Environment :: GPU :: NVIDIA CUDA :: 11.8",
+        "Environment :: GPU :: NVIDIA CUDA :: 12",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Natural Language :: English",
+    ],
+}
 
 setup(
     name="py-tgi",
-    version="0.0.1",
+    version=PY_TGI_VERSION,
     packages=find_packages(),
     install_requires=["docker", "huggingface-hub"],
 )