09-7-verfiy-ai-models

name	09.7.verfiy-ai-models
description	This skill will guide you through verifying that your deployed AI models are accessible and functioning correctly.
argument-hint	Please follow the instructions to verify your AI model deployment.
compatibility	["windows"]
license	MIT
user-invokable	true

Verify AI Model Deployment

This skill will help you confirm that your AI models deployed to Azure are accessible and responding as expected. You'll test the model endpoints directly using a simple script.

Pre-requisites

• You have deployed AI models to Azure using Terraform as outlined in the previous skill.
• You have the Azure OpenAI API endpoint and API key for your deployed models.
• You have curl installed on your machine for making HTTP requests.

Steps to Verify AI Models

1. Obtain API Endpoint and Key: Ensure you have the correct API endpoint URL and API key for your Azure OpenAI deployment. You can find these in the Azure portal under your Cognitive Services resource.

2. Run Verification Script: Use the provided PowerShell script to test the model endpoint. The script will prompt you for the API endpoint and key, then make a test request to the model.

   Set-Location .github/skills/09.7.verfiy-ai-models/scripts
   .\Verify-AI-Models.ps1
   

   Note: Only a PowerShell script is currently available. A bash equivalent for Linux/macOS is not yet implemented.

3. Review Response: The script will output the response from the model. You should see a valid response indicating that the model is accessible and functioning correctly.

Validation

• Model endpoint returns a valid chat completion response.
• HTTP status code is 200.
• Response body contains choices array with generated text.

Troubleshooting