Seldon Core Helm Charts

Helm charts are published to our official repo.

The core charts for installing Seldon Core are shown below.

• seldon-core-operator
  • Main helm chart for installing Seldon Core CRD and Controller
• seldon-core-oauth-gateway
  • Seldon OAuth Gateway (Optional)
• seldon-core-analytics
  • Example Prometheus and Grafana setup with demonstration Grafana dashboard for Seldon Core

For further details see here.

Seldon Core Inference Graph Templates

A set of charts to provide example templates for creating particular inference graphs using Seldon Core

• seldon-single-model
  • Serve a single model with attached Persistent Volume.
• seldon-abtest
  • Serve an AB test between two models.
• seldon-mab
  • Serve a multi-armed bandit between two models.
• seldon-openvino
  • Deploy a single model with Intel OpenVINO model server.
• seldon-od-model and seldon-od-transformer
  • Serve one of the following Outlier Detector components as either models or transformers:
    • Isolation Forest
    • Variational Auto-Encoder
    • Sequence-to-Sequence-LSTM
    • Mahalanobis Distance

A notebook with examples of using the above charts is provided.

Misc

• seldon-core-loadtesting
  • Utility to load test