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Most-used commands

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Connection and Authentication

zenml init Initialize ZenML configuration zenml connect Connect to a ZenML server zenml disconnect Disconnect from a ZenML server zenml status Check the connection status

Pipeline Management

zenml pipeline list List all pipelines zenml pipeline describe Show details of a specific pipeline zenml pipeline run Run a pipeline zenml pipeline runs list List all pipeline runs

Stack Management

zenml stack list List all stacks zenml stack describe Show details of a specific stack zenml stack register Register a new stack zenml stack set Set a stack as active

Component Management

zenml artifact list List all artifacts zenml model list List all models zenml step list List all steps zenml step describe Show details of a specific step

Configuration

zenml config get Get the current configuration zenml config set Set a configuration value zenml profile list List all profiles zenml profile create Create a new profile

Visualization

zenml up Start the ZenML dashboard zenml down Stop the ZenML dashboard zenml show Visualize a pipeline run

Workspace Management

zenml workspace list List all workspaces zenml workspace create Create a new workspace zenml workspace set Set a workspace as active