sing pip, i.e., it executes in a sub-process call:pip install kubeflow==<PREFERRED_VERSION> mlflow==<PREFERRED_VERSION> seldon==<PREFERRED_VERSION>

The -y flag confirms all pip install commands without asking you for

You can run zenml integration --help to see a full list of CLI commands that ZenML provides for interacting with integrations.

Note, that you can also install your dependencies directly, but please note that there is no guarantee that ZenML internals with work with any arbitrary version of any external library.

Experimental: Use uv for package installation

uv as a package manager if you want. Simply pass the

Upgrade ZenML integrations

You can upgrade all integrations to their latest possible version using:

zenml integration upgrade mlflow pytorch -y

The -y flag confirms all pip install --upgrade commands without asking you for confirmation.

If no integrations are specified, all installed integrations will be upgraded.

Help us with integrations!

There are countless tools in the ML / MLOps field. We have made an initial prioritization of which tools to support with integrations that are visible on our public roadmap.

We also welcome community contributions. Check our Contribution Guide and External Integration Guide for more details on how to best contribute to new integrations.

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Last updated 19 days ago