diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 0000000..e4452b5
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,39 @@
+name: Test Pairwise Compare
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  run-tests:
+
+    runs-on: ubuntu-latest
+
+
+    strategy:
+      matrix:
+        python-version: ["3.10", "3.11"]
+
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install Poetry
+      run: |
+        python -m pip install --user poetry
+        export PATH="$HOME/.local/bin:$PATH"
+
+    - name: Install dependencies with Poetry
+      run: |
+        poetry install --no-interaction
+
+    - name: Test with pytest
+      run: |
+        poetry run pytest