diff --git a/.github/workflows/workbench-app.yml b/.github/workflows/workbench-app.yml
new file mode 100644
index 00000000..d2f105ee
--- /dev/null
+++ b/.github/workflows/workbench-app.yml
@@ -0,0 +1,85 @@
+# Docs for the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy
+# More GitHub Actions for Azure: https://github.com/Azure/actions
+
+name: workbench-app build and deploy
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - "workbench-app/**"
+      - ".github/workflows/workbench-app.yml"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - "workbench-app/**"
+      - ".github/workflows/workbench-app.yml"
+  workflow_dispatch:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Node.js version
+        uses: actions/setup-node@v4
+        with:
+          node-version: "20.x"
+
+      - name: npm install, build, and test
+        run: |
+          npm install
+          npm run build --if-present
+          npm run test --if-present
+        working-directory: ./workbench-app
+        env:
+          NODE_OPTIONS: "--max_old_space_size=8192"
+
+      - name: Zip artifact for deployment
+        if: github.event_name != 'pull_request'
+        run: zip semantic-workbench-release.zip . -r
+        working-directory: ./workbench-app/build
+
+      - name: Upload artifact for deployment job
+        if: github.event_name != 'pull_request'
+        uses: actions/upload-artifact@v4
+        with:
+          name: semantic-workbench-node-app
+          path: ./workbench-app/build/semantic-workbench-release.zip
+
+  deploy:
+    runs-on: ubuntu-latest
+    if: github.event_name != 'pull_request'
+    needs: build
+    environment:
+      name: production
+    permissions:
+      id-token: write #This is required for requesting the JWT
+
+    steps:
+      - name: Download artifact from build job
+        uses: actions/download-artifact@v4
+        with:
+          name: semantic-workbench-node-app
+
+      - name: Unzip artifact for deployment
+        run: unzip semantic-workbench-release.zip
+
+      - name: Login to Azure
+        uses: azure/login@v2
+        with:
+          client-id: ${{ secrets.AZURE_CLIENT_ID }}
+          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
+          subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
+
+      - name: "Deploy to Azure Web App"
+        id: deploy-to-webapp
+        uses: azure/webapps-deploy@v2
+        with:
+          app-name: ${{ secrets.AZURE_WORKBENCH_APP_SERVICE_NAME }}
+          slot-name: "Production"
+          package: .
diff --git a/.github/workflows/semantic-workbench-service.yml b/.github/workflows/workbench-service.yml
similarity index 98%
rename from .github/workflows/semantic-workbench-service.yml
rename to .github/workflows/workbench-service.yml
index 975c788f..71846c5f 100644
--- a/.github/workflows/semantic-workbench-service.yml
+++ b/.github/workflows/workbench-service.yml
@@ -1,4 +1,4 @@
-name: workbench service test and deploy
+name: workbench-service test and deploy
 
 on:
   pull_request:
diff --git a/examples/python/python-03-multimodel-chatbot/assistant/model_adapters.py b/examples/python/python-03-multimodel-chatbot/assistant/model_adapters.py
index 1fcafcda..53b3425c 100644
--- a/examples/python/python-03-multimodel-chatbot/assistant/model_adapters.py
+++ b/examples/python/python-03-multimodel-chatbot/assistant/model_adapters.py
@@ -189,29 +189,30 @@ async def generate_response(
                 # we're only expecting text blocks for now, so raise an error if we get a ToolUseBlock
                 content = completion.content
                 deepmerge.always_merger.merge(metadata, {"debug": {"response": completion.model_dump_json()}})
-                if isinstance(content, list):
-                    for item in content:
-                        if isinstance(item, anthropic.types.TextBlock):
-                            return GenerateResponseResult(
-                                response=item.text,
-                                metadata=metadata,
-                            )
-                        elif isinstance(item, anthropic.types.ToolUseBlock):
-                            return GenerateResponseResult(
-                                error="Received a ToolUseBlock, which is not supported",
-                                metadata=metadata,
-                            )
-                        else:
-                            return GenerateResponseResult(
-                                error="Received an unexpected response",
-                                metadata=metadata,
-                            )
-                else:
+                if not isinstance(content, list):
                     return GenerateResponseResult(
                         error="Content is not a list",
                         metadata=metadata,
                     )
 
+                for item in content:
+                    if isinstance(item, anthropic.types.TextBlock):
+                        return GenerateResponseResult(
+                            response=item.text,
+                            metadata=metadata,
+                        )
+
+                    if isinstance(item, anthropic.types.ToolUseBlock):
+                        return GenerateResponseResult(
+                            error="Received a ToolUseBlock, which is not supported",
+                            metadata=metadata,
+                        )
+
+                return GenerateResponseResult(
+                    error="Received an unexpected response",
+                    metadata=metadata,
+                )
+
         except Exception as e:
             return exception_to_generate_response_result(e, metadata)