Model Metadata Store

Storage, APIs, and UI for managing model metadata

Seldon Deploy provides a storage solution for model’s metadata since v1.2. It allows model information to be stored and referenced in Seldon Deploy.

The model metadata is stored in Postgres, which can be part of the Kubernetes cluster, or a managed solution. For more information on how to setup the Postgres configuration in Seldon Deploy see the instructions.

Seldon Deploy watches for changes to the cluster and keeps track of what models are used in what deployments. You can access this data from the API using the /api/v1alpha1/model/metadata/runtime. In future releases we will make this information available through the UI as well allowing filtering deployments by model metadata.

Seldon Deploy also prepopulates basic model information for all models already running in the cluster that are not yet registered in the Model Store.