fixed ci-cd

.github/workflows/ci-cd.yml

@@ -26,13 +26,29 @@ jobs:
         with:
           python-version: '3.8'
 
-      - name: Install dependencies
+      # Install and test dependencies for the Machine Learning Client
+      - name: Install dependencies for ML client
         run: |
+          cd machine-learning-client
           pip install -r requirements.txt
-          pip install pytest  # or any other needed testing libraries
+          pip install pytest
 
-      - name: Run unit tests
-        run: pytest
+      - name: Run unit tests for ML client
+        run: |
+          cd machine-learning-client
+          pytest
+
+      # Install and test dependencies for the Web App
+      - name: Install dependencies for Web App
+        run: |
+          cd web-app
+          pip install -r requirements.txt
+          pip install pytest
+
+      - name: Run unit tests for Web App
+        run: |
+          cd web-app
+          pytest
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v1
@@ -43,6 +59,7 @@ jobs:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_ACCESS_TOKEN }}
 
+      # Build and push Docker images for each subsystem
       - name: Build and push machine learning client Docker image
         uses: docker/build-push-action@v2
         with: