unable to redeploy

[reziakk]

I've made a successfully build of the demo, once and I've deleted all the resources at the end. Now, I'm trying to do the same process again and it doesn't creates all resources as it made in the first round.
Already deleted the CDKToolkit template in cloudformation

• Deleted all buckets
• Deleted all Lambdas
• Deleted the Lex bot
• Deleted the ECR Images and Repository
• Deleted the Instance in Sagemaker with configuration and model
• Deleted the SSM configuration

Now it just creates the Asset bucket + ECR Repository + Images and thats it. when I run the cdk deploy
and I'm attempting to do it in the same acocunt and the same region as before.

[carbonless]

You have to add a qualifier to the cdk.json file for every new build you do beyond the first one.

for example I use something like this: "@aws-cdk/core:bootstrapQualifier": "llama0112a"
then when you bootstrap and deploy you need the following:

cdk --qualifier llama0112a bootstrap
cdk deploy --qualifier llama0112a LexGenAIDemoFilesStack

I also change the Handler so I have a unique name for my endpoint:

In endpoint_handler.py

SAGEMAKER_ENDPOINT_NAME = "huggingface-pytorch-sagemaker-endpoint-llama0112a"