updates

Author: anupras-mohapatra-arm

content/learning-paths/servers-and-cloud-computing/storefront-ai-assistant-gke-axion/build-assistant-image.md

@@ -1,5 +1,5 @@
 ---
-title: Build and push the assistant image
+title: Build and push the assistant image to Artifact Registry
 description: Build the shopping assistant container image for arm64 and push it to Artifact Registry for deployment on Axion.
 weight: 6
 layout: "learningpathall"
@@ -28,7 +28,7 @@ Confirm the reusable image path you configured during setup:
 echo "${ASSISTANT_IMAGE}"
 ```
 
-## Build and push the assistant image
+## Use buildx to build and push the assistant image
 
 Build the assistant image for `linux/arm64` and push it to Artifact Registry:
 

content/learning-paths/servers-and-cloud-computing/storefront-ai-assistant-gke-axion/deploy-assistant-n4a.md

@@ -136,7 +136,7 @@ yes
 What is in my cart now?
 ```
 
-The assistant should recommend a catalog item, ask for confirmation before changing the cart, and then show the cart contents.
+The assistant recommends a catalog item, ask for confirmation before changing the cart, and then show the cart contents.
 
 ## What you've accomplished and what's next
 

content/learning-paths/servers-and-cloud-computing/storefront-ai-assistant-gke-axion/review-assistant.md

@@ -17,7 +17,7 @@ find kustomize/components/shopping-assistant -maxdepth 2 -type f | sort
 You should see the assistant source folder and the `shopping-assistant` Kustomize component.
 
 {{% notice Note %}}
-If you see a `__pycache__` directory, you can ignore it. Python creates that directory during local syntax checks.
+If you see a `__pycache__` directory, ignore it. Python creates that directory during local syntax checks.
 {{% /notice %}}
 
 ## Review the runtime dependencies and gRPC stubs