Production Installation

Custom installation crafted to your needs

Modular installation that allows for fully configurable installation of Seldon Deploy.

Components overview

Required components:

• Seldon Core V1

• Seldon Core V2

• Seldon Deploy

• Istio Ingress

• Metrics & Observability with Prometheus

• PostgreSQL

Optional components:

• ML data & event logging with Elasticsearch

• GitOps setup with ArgoCD

• App Level Authentication with OIDC provider

• Minio

• Argo

• Audit logging

Important

Before starting the installation procedure, please download installation resources as explained here and make sure that all pre-requisites are satisfied.

References

• Seldon Core V1
• Seldon Core V2
• Seldon Deploy
• Istio Ingress
• Observability & Alerting
• ML data events logging
• Knative Installation
• Elasticsearch Installation
• GitOps
• Authentication
• Minio
• Argo Workflows
• PostgreSQL Persistence for Model Metadata
• Authorization
• Audit Logging