diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
new file mode 100644
index 0000000..88c3d55
--- /dev/null
+++ b/.github/workflows/ci-cd.yml
@@ -0,0 +1,51 @@
+name: CI/CD Pipeline
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.12'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r deployment/api/requirements.txt
+
+      - name: Run unit tests
+        run: |
+          pytest tests/  # adapte le chemin à ton dossier de tests
+
+  build_and_push:
+    needs: test
+    runs-on: ubuntu-latest
+    if: success()
+
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v3
+
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v4
+        with:
+          context: ./deployment/api
+          file: ./deployment/api/Dockerfile
+          push: true
+          tags: yourdockerhubusername/sentiment_api:latest
diff --git a/.github/workflows/workflow.yml b/.github/workflows/workflow.yml
deleted file mode 100644
index af458b6..0000000
--- a/.github/workflows/workflow.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: Build and Deploy API
-
-on:
-  push:
-    branches: [main]
-
-jobs:
-  build-and-run:
-    runs-on: ubuntu-latest
-
-    steps:
-    - name: Checkout repo
-      uses: actions/checkout@v3
-
-    - name: Set up Docker Buildx
-      uses: docker/setup-buildx-action@v2
-
-    - name: Login to DockerHub
-      uses: docker/login-action@v2
-      with:
-        username: ${{ secrets.DOCKER_USERNAME }}
-        password: ${{ secrets.DOCKER_PASSWORD }}
-
-    - name: Build and push Docker image
-      uses: docker/build-push-action@v4
-      with:
-        context: ./deployment/api
-        push: false
-        tags: sentiment_api:latest
-
-    - name: Run docker-compose
-      run: docker-compose up -d