Deploy Kubernetes Manifests

1. Namespace

apiVersion: v1
kind: Namespace
metadata:
  name: demo

2. ConfigMap (HTML Content)

apiVersion: v1
kind: ConfigMap
metadata:
  name: web-content
  namespace: demo
data:
  index.html: |
    <!DOCTYPE html>
    <html lang="en">
    <head>
      <meta charset="UTF-8">
      <title>Welcome to TrueFoundry</title>
      <style>
        body {
          font-family: Arial, sans-serif;
          text-align: center;
          margin-top: 15%;
          background-color: #f0f4f8;
          color: #1f3c88;
        }
        .container {
          display: inline-block;
          background: white;
          padding: 2rem;
          border-radius: 8px;
          box-shadow: 0 2px 10px rgba(0,0,0,0.1);
        }
        h1 {
          margin-bottom: 1rem;
          font-size: 2.5rem;
        }
        p {
          margin-bottom: 1.5rem;
          font-size: 1.2rem;
        }
        .btn {
          display: inline-block;
          padding: 0.75rem 1.5rem;
          font-size: 1rem;
          color: white;
          background-color: #1f3c88;
          border: none;
          border-radius: 4px;
          text-decoration: none;
          cursor: pointer;
        }
        .btn:hover {
          background-color: #163062;
        }
      </style>
    </head>
    <body>
      <div class="container">
        <h1>Welcome to TrueFoundry</h1>
        <p>Your AI infrastructure, simplified.</p>
        <a class="btn" href="https://truefoundry.com" target="_blank">Go to TrueFoundry</a>
      </div>
    </body>
    </html>

3. Deployment (Nginx)

apiVersion: apps/v1
kind: Deployment
metadata:
  name: welcome-deployment
  namespace: demo
spec:
  replicas: 2
  selector:
    matchLabels:
      app: welcome-web
  template:
    metadata:
      labels:
        app: welcome-web
    spec:
      containers:
        - name: nginx
          image: nginx:1.25
          ports:
            - containerPort: 80
          volumeMounts:
            - name: html-volume
              mountPath: /usr/share/nginx/html
      volumes:
        - name: html-volume
          configMap:
            name: web-content
            items:
              - key: index.html
                path: index.html

4. Service (Internal)

apiVersion: v1
kind: Service
metadata:
  name: welcome-service
  namespace: demo
spec:
  selector:
    app: welcome-web
  ports:
    - port: 80
      targetPort: 80

5. Gateway (External Access)

apiVersion: networking.istio.io/v1beta1
kind: Gateway
metadata:
  name: welcome-gateway
  namespace: demo
spec:
  selector:
    istio: ingressgateway
  servers:
    - port:
        number: 80
        name: http-welcome
        protocol: HTTP
      hosts:
        - "welcome.truefoundry.local"

6. VirtualService (Routing)

apiVersion: networking.istio.io/v1beta1
kind: VirtualService
metadata:
  name: welcome-virtualservice
  namespace: demo
spec:
  hosts:
    - "welcome.truefoundry.local"
  gateways:
    - welcome-gateway
  http:
    - match:
        - uri:
            prefix: /
      route:
        - destination:
            host: welcome-service
            port:
              number: 80

Complete Manifest (All-in-One)

Copy this complete YAML to deploy everything at once:

# Namespace
apiVersion: v1
kind: Namespace
metadata:
  name: demo
---
# ConfigMap: custom HTML page with welcome message & button
apiVersion: v1
kind: ConfigMap
metadata:
  name: web-content
  namespace: demo
data:
  index.html: |
    <!DOCTYPE html>
    <html lang="en">
    <head>
      <meta charset="UTF-8">
      <title>Welcome to TrueFoundry</title>
      <style>
        body {
          font-family: Arial, sans-serif;
          text-align: center;
          margin-top: 15%;
          background-color: #f0f4f8;
          color: #1f3c88;
        }
        .container {
          display: inline-block;
          background: white;
          padding: 2rem;
          border-radius: 8px;
          box-shadow: 0 2px 10px rgba(0,0,0,0.1);
        }
        h1 {
          margin-bottom: 1rem;
          font-size: 2.5rem;
        }
        p {
          margin-bottom: 1.5rem;
          font-size: 1.2rem;
        }
        .btn {
          display: inline-block;
          padding: 0.75rem 1.5rem;
          font-size: 1rem;
          color: white;
          background-color: #1f3c88;
          border: none;
          border-radius: 4px;
          text-decoration: none;
          cursor: pointer;
        }
        .btn:hover {
          background-color: #163062;
        }
      </style>
    </head>
    <body>
      <div class="container">
        <h1>Welcome to TrueFoundry</h1>
        <p>Your AI infrastructure, simplified.</p>
        <a class="btn" href="https://truefoundry.com" target="_blank">Go to TrueFoundry</a>
      </div>
    </body>
    </html>
---
# Deployment: Nginx serving the welcome page
apiVersion: apps/v1
kind: Deployment
metadata:
  name: welcome-deployment
  namespace: demo
spec:
  replicas: 2
  selector:
    matchLabels:
      app: welcome-web
  template:
    metadata:
      labels:
        app: welcome-web
    spec:
      containers:
        - name: nginx
          image: nginx:1.25
          ports:
            - containerPort: 80
          volumeMounts:
            - name: html-volume
              mountPath: /usr/share/nginx/html
      volumes:
        - name: html-volume
          configMap:
            name: web-content
            items:
              - key: index.html
                path: index.html
---
# Service: expose Nginx internally
apiVersion: v1
kind: Service
metadata:
  name: welcome-service
  namespace: demo
spec:
  selector:
    app: welcome-web
  ports:
    - port: 80
      targetPort: 80
---
# Istio Gateway: entry point for external traffic
apiVersion: networking.istio.io/v1beta1
kind: Gateway
metadata:
  name: welcome-gateway
  namespace: demo
spec:
  selector:
    istio: ingressgateway
  servers:
    - port:
        number: 80
        name: http-welcome
        protocol: HTTP
      hosts:
        - "welcome.truefoundry.local"
---
# VirtualService: route traffic to Nginx
apiVersion: networking.istio.io/v1beta1
kind: VirtualService
metadata:
  name: welcome-virtualservice
  namespace: demo
spec:
  hosts:
    - "welcome.truefoundry.local"
  gateways:
    - welcome-gateway
  http:
    - match:
        - uri:
            prefix: /
      route:
        - destination:
            host: welcome-service
            port:
              number: 80

Getting Started

Train and Deploy Models

Service Deployment

Job Deployment

LLM Deployment

LLM Finetuning

MCP Server Deployment

Workflow Deployment

Async Service Deployment

Volumes

Experiment Tracking

Advanced Features

Prerequisites

Step-by-Step Deployment Guide

Complete Example: Web Application with Virtual Service

TrueFoundry Integration Features

TrueFoundry Secrets Integration

​Prerequisites

​Step-by-Step Deployment Guide

​Complete Example: Web Application with Virtual Service

​TrueFoundry Integration Features

​TrueFoundry Secrets Integration

Prerequisites

Step-by-Step Deployment Guide

Complete Example: Web Application with Virtual Service

TrueFoundry Integration Features

TrueFoundry Secrets Integration