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AWS

The AWS Modular recipe is available in the mlstacks repository and you can view the raw Terraform files here.
A full list of supported components and flavors can be found in the Supported Components and Flavors section, as can a list of components that are coming soon.

Supported components and flavors

Component
Flavor(s)
Artifact Store
s3
Container Registry
aws
Experiment Tracker
mlflow
Orchestrator
kubeflow, kubernetes, sagemaker, skypilot, tekton
MLOps Platform
zenml
Model Deployer
seldon
Step Operator
sagemaker

Coming Soon!

  • Airflow Orchestrator on AWS
  • Feast Feature Store on AWS
  • Label Studio Annotator on AWS
  • Model Registry components on AWS
  • Image Builder components on AWS