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Enterprise AKS Multi-Instance GPU (MIG) vLLM Deployment Guide

Document Version: 1.0
Date: August 2025
Author: AI Infrastructure Team

Note: This document uses placeholder values like <your-region>, ai-gpu-aks-rg, and ai-h100-cluster. Replace these with your organization's naming conventions and preferred Azure regions.

Executive Summary

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!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).axios=t()}(this,(function(){"use strict";function e(e,t){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),r.push.apply(r,n)}return r}function t(t){for(var r=1;r<arguments.length;r++){var n=null!=arguments[r]?arguments[r]:{};r%2?e(Object(n),!0).forEach((function(e){c(t,e,n[e])})):Object.getOwnPropertyDescriptors?Object.defineProperties(t,Object.getOwnPropertyDescriptors(n)):e(Object(n)).forEach((function(e){Object.defineProperty(t,e,Object.getOwnPropertyDescriptor(n,e))}))}return t}function r(){r=function(){return t};var e,t={},n=Object.prototype,o=n.hasOwnProperty,i=Object.defineProperty||function(e,t,r){e[t]=r.value},a="function"==typeof Symbol?Symbol:{},s=a.iterator||"@@iterator",u=a.asyncItera

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using System.Collections.Generic;
using System.Net;
using Microsoft.Azure.Functions.Worker;
using Microsoft.Azure.Functions.Worker.Http;
using Microsoft.Extensions.Logging;
using Azure.Identity;
using Azure.Security.KeyVault.Keys.Cryptography;
using System.Text;
using System.Security.Cryptography;
using System.Threading.Tasks;

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{
	"swagger": "2.0",
	"schemes": [
		"https"
	],
	"host": "api.twilio.com",
	"basePath": "/2010-04-01",
	"info": {
		"description": "Enabling phones, VoIP, and messaging to be embedded into web, desktop, and mobile software.\n",
		"title": "Twilio",

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{
	"swagger": "2.0",
	"schemes": [
		"https"
	],
	"host": "api.twilio.com",
	"basePath": "/2010-04-01",
	"info": {
		"description": "Enabling phones, VoIP, and messaging to be embedded into web, desktop, and mobile software.\n",
		"title": "Twilio",

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{
  "openapi": "3.0.1",
  "info": {
    "title": "Todo API",
    "version": "v1"
  },
  "paths": {
    "/api/TodoItems": {
      "get": {
        "tags": [

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import { Component } from '@angular/core';
import { Platform } from 'ionic-angular';
import { StatusBar } from '@ionic-native/status-bar';
import { SplashScreen } from '@ionic-native/splash-screen';
import { Push, PushObject, PushOptions } from '@ionic-native/push';
import { Device } from '@ionic-native/device';

import { HomePage } from '../pages/home/home';
declare var WindowsAzure: any;

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{
    // Use IntelliSense to learn about possible attributes.
    // Hover to view descriptions of existing attributes.
    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
    "version": "0.2.0",
    "configurations": [
        {
            "name": "Run Android on device",
            "type": "cordova",
            "request": "launch",

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Lab 1: Cognitive Services

1. Click here to begin lab

Lab 2: Speech & Text Analysis

1. Go to https://notebooks.azure.com
2. Sign in using the same account you used for your Azure subscription
3. Create a username or accept the generated one

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(function webpackUniversalModuleDefinition(root, factory) {
	if(typeof exports === 'object' && typeof module === 'object')
		module.exports = factory();
	else if(typeof define === 'function' && define.amd)
		define([], factory);
	else if(typeof exports === 'object')
		exports["BotChat"] = factory();
	else
		root["BotChat"] = factory();
})(this, function() {