Terraform is infrastructure as code tool. The infrastructure we are making here contains a Docker registry and a Function app amongst other resources. The Function App uses a Docker container which needs to be available first, so we build and push it in the next section. We might also choose to create a DevOps pipeline to do this for us. Build and push Docker container so that it can be used in function app.

Build:

docker build -f Dockerfile -t embedding_service:latest .

Login:

az acr login --name EmbeddingContainerRegistry

Tag:

docker tag embedding_service:latest embeddingcontainerregistry.azurecr.io/embedding_service:latest

Push:

docker push embeddingcontainerregistry.azurecr.io/embedding_service:latest

Login:

az login terraform

Init:

terraform init

Plan:

terraform plan

Apply:

terraform apply