Monitor Azure OpenAI documentation

[mdbirnstiehl]

As part of the new Azure OpenAI integration, we need to create a tutorial on monitoring Azure OpenAI. This tutorial should include:

Set up Azure to collect logs (audit and request-response logs):

1. Configure and event hub
2. Configure diagnostic settings
3. Create a storage account container

Resource

Set up Azure to collect resource metrics:

1. Create app registration
2. Add credentials
3. Assign role

Resource

Configure the Azure OpenAI integration:

1. Configure the integration to collect logs
2. Configure the integration to collect metrics

View logs and metrics in Kibana

1. View logs and metrics overview dashboard

Collect APM data using Open Telemetry and view data in Kibana.

Resource