Embracing the Age of AI Transformation: A New Era for Innovation and Expertise
This is an AI-generated article based on a video to transcript generator I created to summarise Microsoft Build sessions. This…
This is an AI-generated article based on a video to transcript generator I created to summarise Microsoft Build sessions. This…
If you have ever created an application that makes calls to Azure OpenAI models, you know there are limits to…
I have written before about Azure OpenAI on your data. For a refresher, see Microsoft Learn. In short, Azure OpenAI…
It’s a common request we hear from clients: “We want a chatbot that can interact with our data in SharePoint!” The idea is compelling – instead of relying on traditional search…
A while ago, I wrote about creating your first Prompt Flow in Visual Studio Code. In this post, we will…
In a previous post, I discussed the Microsoft Bot Framework SDK that provides a fast track to deploying intelligent bots…
This post is part of a series of blog posts about the Azure OpenAI Assistants API. Here are the previous…
In two previous blog posts, I wrote an introduction to the Azure OpenAI Assistants API and how to work with…
Introduction In a previous blog post, I wrote an introduction about the Azure OpenAI Assistants API. As an example, I…
Introduction A while ago, I looked at the OpenAI Assistants API. In February of 2024, Microsoft have released their Assistants…
Update: this post used an older version of Prompt Flow at the time. It had some issues with building and…
In this blog post, we will create a flow with Prompt Flow in Visual Studio Code. Prompt Flow is a…
In this post, we will take a look at building an Azure AI Search index with a custom skill. We…
With the gpt-4-vision-preview model available at OpenAI, it was time to build something with it. I decided to use it…
The vector search capability of Azure AI Search became generally available mid November 2023. With that release, the developer is…
A while ago, OpenAI introduced GPTs. A GPT is a custom version of ChatGPT that combine instructions, extra knowledge, and…
If you have ever tried to build an AI assistant, you know that is not a simple task. In almost…
In a previous post, we looked at the basics of deploying a multi-container app that uses Dapr with Radius. In…
Microsoft recently announced Radius. As stated in their inaugural blog post, it is “a tool to describe, deploy, and manage…
When we build LLM applications, there is always a recurring question: “What vector store will we use?”. In Azure, there…
In the previous post, we looked at using Azure OpenAI Add your data from the Azure OpenAI Chat Playground. It…
In a previous post, I talked about the Add your data feature in the Azure OpenAI Chat playground. Recently, there…
In a previous post, we looked at Azure Add your data (preview) that can be configured from the Azure OpenAI…
When I talk to customers about Azure OpenAI, I am often asked how to build a chatbot that uses your…
Introduction If you are a developer who wants to build AI-first apps with natural language processing and large language models,…
In a previous blog post, we discussed two Python programs, upload_vectors.py and search_vectors.py. These programs were used to create and…
In this blog post, we’ll show you a different approach to searching through a large database of blog posts. The…
In a previous post, we wrote about using vectorized search and cosine similarity to quickly query a database of blog…
Searching through a large database of blog posts can be a daunting task, especially if there are thousands of articles.…
In this blog post, we will be discussing how to build your own chat bot using the ChatGPT API. It’s…
In this post, we will take a look at managed identities in general and system-assigned managed identity in particular. Managed…
A while ago, I blogged about Workload Identity. Since then, Microsoft simplified the configuration steps and enabled Managed Identity, in…
When developing an application, it is highly likely that it needs to be configured with all sorts of settings. A…
Image Source: crossplane.io Although Crossplane has been around for a while, I never got around to trying it. Crossplane has…
Based on a customer conversation, I decided to look into the Dapr middleware components. More specifically, I wanted to understand…
In a previous article, I wrote about the AKS Azure Cloud Provider and its support for Azure Private Link. In…
If you have done any work with Azure, you have probably come across terms such as Azure Private Link Service…
If you read the previous article on Draft 2, we went from source code to deployed application in a few…
Sadly no post about good Belgian beer . Draft 2 is an open-source project that aims to make things easier…
Now that the Flux v2 extension for Azure Kubernetes Service and Azure Arc is generally available, let’s do a quick…
Now that Azure Container Apps (ACA) is generally available, it is time for a quick guide. These quick guides illustrate…
Yesterday, I posted the Quick Guide to Kubernetes Workload Identity on AKS. This post contains a similar guide to enabling…
IMPORTANT: the steps below are not relevant anymore; the steps in the quick guide have been updated; see https://github.com/gbaeke/quick-guides/blob/main/workload-identity/README.md for…
A while ago, I created a YouTube playlist about Azure Container Apps. The videos were based on the first public…
When you run a workload, no matter how simple or complex, you often need to access protected resources in both…
At Ignite November 2021, Microsoft released Azure Container Apps as a public preview. It allows you to run containerized applications…
In this post, we will take a look at / blue-green deployments in Kubernetes. With blue-green deployments, you deploy a…
Introduction In October 2021, Microsoft announced the public preview of AKS support for deploying WebAssembly System Interface (WASI) workloads in…
When you deploy Azure Kubernetes Service (AKS), by default the API server is publicly made available. That means it has…
In my previous post, I wrote about App Services with Private Link and used Azure Front Door to publish the…