diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..40ecc3c
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,48 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - "v[0-9]+.*"
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install hatch
+      - name: Build
+        run: |
+          python -m hatch version "${GITHUB_REF_NAME}"
+          python -m hatch build
+      - name: Upload build artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: dist-artifacts
+          path: dist/
+
+  publish:
+    needs: build
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: dist-artifacts
+          path: dist/
+      - name: Publish to TestPyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/
+          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/pylsp_isort/__init__.py b/pylsp_isort/__init__.py
index e69de29..567ec86 100644
--- a/pylsp_isort/__init__.py
+++ b/pylsp_isort/__init__.py
@@ -0,0 +1 @@
+from pylsp_isort._version import __version__  # noqa: F401
diff --git a/pylsp_isort/_version.py b/pylsp_isort/_version.py
new file mode 100644
index 0000000..6c8e6b9
--- /dev/null
+++ b/pylsp_isort/_version.py
@@ -0,0 +1 @@
+__version__ = "0.0.0"
diff --git a/pyproject.toml b/pyproject.toml
index 9e0e48d..eb5e620 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,6 @@ build-backend = "hatchling.build"
 
 [project]
 name = "python-lsp-isort"
-version = "0.2.0"
 authors = [
     {name = "Hiroki Teranishi", email = "teranishi.hiroki@gmail.com"}
 ]
@@ -16,6 +15,7 @@ dependencies = [
     "python-lsp-server",
     "isort>=5.0",
 ]
+dynamic = ["version"]
 
 [project.urls]
 Homepage = "https://github.com/chantera/python-lsp-isort"
@@ -39,6 +39,9 @@ only-packages = true
 [tool.hatch.build.targets.wheel]
 packages = ["pylsp_isort"]
 
+[tool.hatch.version]
+path = "pylsp_isort/_version.py"
+
 [tool.ruff]
 line-length = 99
 extend-exclude = ["tests/fixtures/*"]