kind

kind deploys MLOps stack on top of kind cluster on your machine. Please ensure that docker is installed and running on your machine, along with the latest version of kind.

Complete

Simple Deployment ConfigurationAdvanced Deployment Configuration

name: local-kind-k8s
provider:
  name: local
deployment:
  type: kind
stack:
  - data_versioning:
      name: lakefs
  - experiment_tracking:
      name: mlflow
  - orchestrator:
      name: prefect
  - vector_database:
      name: milvus

name: local-kind-k8s-complete
provider:
  name: local
deployment:
  type: kind
  config:
    kubernetes:
      k8s_version: "1.30"
stack:
  - data_versioning:
      name: lakefs
  - experiment_tracking:
      name: mlflow
  - orchestrator:
      name: prefect
  - vector_database:
      name: milvus