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

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