Azure OpenAI

note

Required in case of using Azure OpenAI models such as GPT-4o, etc.

Overview

This section describes the process of enabling Azure AI models in Azure account.

Steps to Enable Azure AI Models

1. Create Cognitive Account Resource

   • Navigate to Azure Portal
   • Search for "Azure OpenAI" and click "Create"
   • Fill in the required details:
     • Subscription
     • Resource group
     • Region
     • Name
     • Pricing tier (typically S0)
     • Network: "All networks" type
   • Click "Review + create" and then "Create"

2. Configure API Access

   • Once deployment is complete, go to the resource
   • Navigate to "Keys and Endpoint" section
   • Note down:
     • Key 1 or Key 2
     • Endpoint URL
     • Resource location

3. Deploy AI Model

   • Go to Cognitive Account
   • In "Overview" tab, click "Go to Azure AI Foundry portal"
   • In the left menu, navigate to "shared resources" -> "Deployments"
   • Click "Deploy model" -> "Deploy base model"
   • Search and select desired model
   • Click "Confirm"
   • Configure deployment settings:
     • Deployment name: [your-deployment-name]
     • Deployment type:
       • Standard
       • Global Standard
     • Model version: Select appropriate version
     • Tokens per Minute Rate Limit:
       • Set to maximum value if deploying single instance in region
       • Adjust based on quota requirements for multiple deployments
       • Reference "Quota" menu in left navigation for detailed limits
     • Review settings and click "Deploy"