diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..d7b0872
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,35 @@
+name: Python package
+
+on: [push]
+
+env:
+  IGNITE_VERSION: 2.14.0
+  IGNITE_HOME: /opt/ignite
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        cfg: 
+          - {python: "3.7", toxenv: "py37"}
+          - {python: "3.8", toxenv: "py38"}
+          - {python: "3.9", toxenv: "py39"}
+          - {python: "3.10", toxenv: "py310"}
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.cfg.python}}
+      - name: Install Apache Ignite
+        run: |
+            curl -L https://apache-mirror.rbc.ru/pub/apache/ignite/${IGNITE_VERSION}/apache-ignite-slim-${IGNITE_VERSION}-bin.zip > ignite.zip
+            unzip ignite.zip -d /opt
+            mv /opt/apache-ignite-slim-${IGNITE_VERSION}-bin /opt/ignite
+            mv /opt/ignite/libs/optional/ignite-log4j2 /opt/ignite/libs/
+      - name: Run tests
+        run: |
+            pip install tox
+            tox -e ${{ matrix.cfg.toxenv }}