diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..6051b8d
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,86 @@
+name: Build, test and publish Python Package
+
+on:
+  release:
+    types: [published]
+
+env:
+  runner-os: ubuntu-latest
+
+jobs:
+  build-package:
+    runs-on: ${{ env.runner-os }}
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Check git tag against package version and get python version
+      run: |
+        ./check_package_version.sh
+        echo "::set-output name=VERSION::$(<.python-version)"
+      id: python-version
+
+    - uses: actions/setup-python@v2
+      with:
+        python-version: ${{ steps.python-version.outputs.VERSION }}
+
+    - name: Install dependencies and build package
+      run: |
+        pip install pipenv wheel
+        pipenv sync --system
+        ./build.sh
+
+    - name: Cache build
+      uses: actions/cache@v2
+      with:
+        path: ./dist
+        key: build-cache
+
+  test-package:
+    needs: build-package
+    runs-on: ${{ env.runner-os }}
+    strategy:
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9"]
+      fail-fast: true
+
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Recover cache
+      uses: actions/cache@v2
+      with:
+        path: ./dist
+        key: build-cache
+
+    - name: Install SDK from cache
+      run: |
+        PACKAGE=$(ls ./dist/ | grep -P .+\.whl$)
+        pip install ./dist/$PACKAGE
+
+    - name: Run unit tests
+      run: |
+        mkdir -p tests/exabel_data_sdk
+        cp -r ./exabel_data_sdk/tests ./tests/exabel_data_sdk/
+        cd ./tests/
+        python -m unittest discover -s ./exabel_data_sdk/tests
+
+  publish-package-to-pypi:
+    needs: test-package
+    runs-on: ${{ env.runner-os }}
+
+    steps:
+    - name: Recover cache
+      uses: actions/cache@v2
+      with:
+        path: ./dist
+        key: build-cache
+
+    - name: Publish package to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/VERSION b/VERSION
new file mode 100644
index 0000000..df5db66
--- /dev/null
+++ b/VERSION
@@ -0,0 +1 @@
+0.0.23
diff --git a/check_package_version.sh b/check_package_version.sh
new file mode 100755
index 0000000..725c4be
--- /dev/null
+++ b/check_package_version.sh
@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+
+VERSION="v$(<VERSION)"
+GIT_TAG=$(git describe --tags)
+
+echo "Verifying current git tag is the same as version set in VERSION"
+if [ $VERSION != $GIT_TAG ]; then
+    echo "Current git tag does not match version set in VERSION. Aborting build ..."
+    echo "GIT_TAG: $GIT_TAG"
+    echo "VERSION: $VERSION"
+    exit 1;
+fi
diff --git a/setup.py b/setup.py
index bc27eed..12cbcb1 100644
--- a/setup.py
+++ b/setup.py
@@ -3,9 +3,12 @@
 with open("README.md", "r", encoding="utf-8") as fh:
     long_description = fh.read()
 
+with open("VERSION", "r", encoding="utf-8") as fh:
+    version = fh.read()
+
 setuptools.setup(
     name="exabel-data-sdk",
-    version="0.0.22",
+    version=version,
     author="Exabel",
     author_email="support@exabel.com",
     description="Python SDK for the Exabel Data API",
@@ -14,7 +17,13 @@
     long_description_content_type="text/markdown",
     url="https://github.com/Exabel/python-sdk",
     packages=setuptools.find_packages(),
-    install_requires=["grpcio", "pandas", "protobuf", "requests"],
+    install_requires=[
+        'dataclasses == 0.8; python_version <= "3.6"',
+        "grpcio",
+        "pandas",
+        "protobuf",
+        "requests",
+    ],
     python_requires=">=3.6",
     classifiers=[
         "Development Status :: 4 - Beta",