README.md

Seldon Core Helm Charts

Helm charts are published to our official repo.

Core Charts

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-analytics
  • Example Prometheus and Grafana setup with demonstration Grafana dashboard for Seldon Core

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-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

For examples of using some of the above charts see here.

Misc

• seldon-core-loadtesting
  • Utility to load test

Documentation

To generate the documentation of our Helm charts, we use helm-docs. This tool will read the metadata included in the Chart.yaml and values.yaml to generate a README.md page.

Generating documentation locally

You can install the latest version of helm-docs using the install target of the Makefile:

make install

Afterwards, you can use the docs target of the Makefile:

make docs