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kserve-ecosystem

This repository houses Kubernetes YAML manifests to set up and deploy essential components forming part of the kserve ecosystem.

Components included:

  • Istio: A service mesh providing traffic routing, load balancing, and security policies for services in Kubernetes.
  • Kiali: A user interface for observing the behavior of the Istio service mesh. It offers a detailed visual view of your architecture and how different microservices interact with each other.
  • Knative: A Kubernetes platform for building, deploying, and managing modern serverless applications.
  • Kserve: An extension of Knative providing machine learning model inference capabilities on Kubernetes.

Installation Instructions

  1. Clone this repository:

    git clone https://github.com/[your_username]/kserve-ecosystem.git
    cd kserve-ecosystem
  2. Apply the manifests in the appropriate order:

    kubectl apply -f istio/
    kubectl apply -f kiali/
    kubectl apply -f knative/
    kubectl apply -f kserve/