diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000..7b811cb
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,29 @@
+name: Upload Python Package
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  deploy:
+
+    runs-on: ubuntu-latest
+
+    permissions:
+      # IMPORTANT: this permission is mandatory for trusted publishing
+      id-token: write
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: '3.x'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install build
+      - name: Build package
+        run: python -m build
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index b71b164..e6a1227 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -15,9 +15,9 @@ jobs:
         run: |
           python -m pip install --upgrade black flake8
       - name: black format check
-        run: black --check --line-length 120 pandoc_plantuml_filter.py tests setup.py
+        run: python -m black --check --line-length 120 pandoc_plantuml_filter.py tests
       - name: flake8 format check
-        run: flake8 --max-line-length 120 pandoc_plantuml_filter.py tests setup.py
+        run: python -m flake8 --max-line-length 120 pandoc_plantuml_filter.py tests
   test:
     strategy:
       fail-fast: false
@@ -32,13 +32,15 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
       - name: Setup build and test environment
-        run: python -m pip install --upgrade pip setuptools wheel pytest pytest-mock
-      - name: Setup package
-        run: python -m pip install .
+        run: python -m pip install --upgrade pip build pytest pytest-mock
+      - name: Build package
+        run: python -m build
+      - name: Install package
+        run: python -m pip install --pre dist/pandoc_plantuml_filter-*.whl
       - name: run unit tests
-        run: pytest tests/test_unit.py
+        run: python -m pytest tests/test_unit.py
       - name: install dependencies for integration tests
         run: sudo apt update && sudo apt install -y pandoc plantuml
       - name: run integration tests
-        run: pytest tests/test_integration.py
+        run: python -m pytest tests/test_integration.py
 
diff --git a/.gitignore b/.gitignore
index 232ee03..e7545c3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@ missfont.log
 pandoc_plantuml_filter.egg-info/
 plantuml-images/
 sample.pdf
+dist/