When developing a Python application that interacts with Azure OpenAI, you may want to authenticate with an API key for testing, however in Production, you should use Managed Identities within Microsoft Azure.
In this article, we will look at how to authenticate with Azure OpenAI using an API key in Python for local development, then using an environment variable switch to authenticating using managed Identities.
With the release of the New Zealand North Azure Region on the horizon, I wanted a way to measure what capabilities are being deployed in the new region that could be used, particularly in comparison to Australia East.
To do so, I wrote a script that uses PowerShell to query the provider namespaces of each region, compare them side by side, and output the results into an HTML table.
When attempting to call Azure OpenAI using a Managed Identity, you may encounter the following error:
ERROR:root:Error generating response: Error code: 400 - {'error': {'code': 'Request is badly formated', 'message': 'Resource Id is badly formed or from wrong namespace: NA'}}
2024-11-26T18:57:08.224640325Z ERROR:root:Response content: b'{"error":{"code":"Request is badly formated","message":"Resource Id is badly formed or from wrong namespace: NA"}}'
Streamlit is an excellent tool for creating interactive web applications with Python.
In this post, we will deploy a Streamlit application to Azure Container Apps. Azure Container Apps is a fully managed serverless container service that allows you to run your containerized applications without having to manage the underlying infrastructure.
New Zealand has a new (and only) Azure Cloud region: New Zealand North. It's not every day that we get to explore a new region! This article will examine the latency within the New Zealand North region and between its Availability Zones.