diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 0000000..67d3ee0
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,36 @@
+name: Python application
+
+on:
+  push:
+    branches: [ "master" ]
+  pull_request:
+    branches: [ "master" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v3
+      with:
+        python-version: "3.10"
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install flake8 pytest
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+    - name: Lint with flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # remove exit-zero to ensure build fails on lint errors
+        flake8 . --count --max-complexity=10 --max-line-length=127 --statistics
+    - name: Test with pytest
+      run: |
+        pytest test_main.py
diff --git a/main.py b/main.py
index be946ec..286338b 100644
--- a/main.py
+++ b/main.py
@@ -7,12 +7,10 @@ class Item(BaseModel):
     text: str
 
 
-
 app = FastAPI()
 classifier = pipeline("sentiment-analysis")
 
 
-
 @app.get("/")
 def root():
     return {"message": "Hello World"}
diff --git a/test_main.py b/test_main.py
index fdbdb2d..41c82c5 100644
--- a/test_main.py
+++ b/test_main.py
@@ -7,12 +7,12 @@
 def test_read_main():
     response = client.get("/")
     assert response.status_code == 200
-    assert response.json() == {"message": "World"}
+    assert response.json() == {"message": "Hello World"}
 
 
 def test_predict_positive():
     response = client.post("/predict/",
-                           json={"text": "I like machine learning!"})
+                           json={"text": "Apples are my favourite!"})
     json_data = response.json()
     assert response.status_code == 200
     assert json_data['label'] == 'POSITIVE'
@@ -20,7 +20,7 @@ def test_predict_positive():
 
 def test_predict_negative():
     response = client.post("/predict/",
-                           json={"text": "I hate machine learning!"})
+                           json={"text": "I'm not into hiking!"})
     json_data = response.json()
     assert response.status_code == 200
     assert json_data['label'] == 'NEGATIVE'