error correction

helenaaaaaaaaaa · helenaaaaaaaaaa · commit 481b81aa6086 · 2022-10-18T09:33:59.000+02:00
diff --git a/tutorials/ai-core-code/ai-core-code.md b/tutorials/ai-core-code/ai-core-code.md
@@ -143,11 +143,13 @@ Open your terminal and navigate to your `hello-aicore-code` directory.  You will
 Copy and edit the following command to build your docker image. The command follows the format `docker build -t <DOCKER_REGITRY>/<YOUR_DOCKER_USERNAME>/<IMAGE_NAME>:<TAG_NAME>`. So for example, if you are using your organization's registry which has the URL `myteam.myorg`, The command should be `docker build -t myteam.myorg/yourusername/house-price:01 .`
 
 ```BASH
-docker build -t docker.io/<YOUR_DOCKER_USERNAME>/house-price:01 .
+docker buildx build –load --platform=<YOUR_DOCKER_PLATFORM>  -t docker.io/<YOUR_DOCKER_USERNAME>/house-price:01 .
 ```
 
 > **INFORMATION** In the command, `-t` indicates that there is a tag name, followed by a colon and version. The name is your descriptive string, and the version can be in any format, here `house-price` and `01`, respectively. The `.` (dot) at the end instructs Docker to look for the filename `Dockerfile` in the present directory.
 
+> **INFORMATION** The platform information relates to your operating system, for example `linux/amd64`.
+
 The result of this command should be:
 
 !![image](img/docker-build.png)
@@ -198,9 +200,18 @@ Click **Docker Registry Secrets** in the **AI Core Administration** app. Click *
 
 !![image](img/ail/1.png)
 
-Enter your details in the dialog box.
+Name your secret, and paste and edit the snippet into the `Secret` field.
+
+```JSON
+{
+    "data": {
+        ".dockerconfigjson": "{\"auths\":{\"YOUR_DOCKER_REGISTRY_URL\":{\"username\":\"YOUR_DOCKER_USERNAME\",\"password\":\"YOUR_DOCKER_ACCESS_TOKEN\"}}}"
+    },
+    "name": "credstutorialrepo"
+}
+```
 
-!![image](img/ail/2.png)
+!![image](img/ail/DockerSecret.png)
 
 
 [OPTION END]
diff --git a/tutorials/ai-core-code/img/ail/DockerSecret.png b/tutorials/ai-core-code/img/ail/DockerSecret.png
diff --git a/tutorials/ai-core-deploy/ai-core-deploy.md b/tutorials/ai-core-deploy/ai-core-deploy.md
@@ -1,4 +1,4 @@
----
+kserve---
 title: Make Predictions for House Prices with SAP AI Core
 description: Deploy AI models and set up serving pipelines to scale prediction server.
 auto_validation: true
@@ -201,7 +201,7 @@ spec:
       - name: greetmessage # placeholder name
         type: string # required for every parameters
   template:
-    apiVersion: "serving.kubeflow.org/v1beta1"
+    apiVersion: "serving.kserve.org/v1beta1"
     metadata:
       annotations: |
         autoscaling.knative.dev/metric: concurrency   # condition when to scale
@@ -216,7 +216,7 @@ spec:
         minReplicas: 1
         maxReplicas: 5    # how much to scale
         containers:
-        - name: kfserving-container
+        - name: kserve-container
           image: "docker.io/<YOUR_DOCKER_USERNAME>/house-server:01"
           ports:
             - containerPort: 9001    # customizable port
