oy ZenML! Run the following command:

zenml deployYou will be prompted to provide a name for your deployment and details like what cloud provider you want to deploy to, in addition to the username, password, and email you want to set for the default user — and that's it! It creates the database and any VPCs, permissions, and more that are needed.

In order to be able to run the deploy command, you should have your cloud provider's CLI configured locally with permissions to create resources like MySQL databases and networks.

To learn more about different options for deploying ZenML, visit the deployment documentation.

Connecting to a deployed ZenML

You can connect your local ZenML client with the ZenML Server using the ZenML CLI and the web-based login. This can be executed with the command:

zenml connect --url <SERVER_URL>

where SERVER_URL is the host address of your ZenML deployment (e.g. https://mydeployment.zenml.com)

Having trouble connecting with a browser? There are other ways to connect. Read here for more details.

This command will start a series of steps to validate the device from where you are connecting that will happen in your browser. After that, you're now locally connected to a remote ZenML. Nothing of your experience changes, except that all metadata that you produce will be tracked centrally in one place from now on.

You can always go back to the local zenml experience by using zenml disconnect

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Last updated 12 days ago