A look at the Azure OpenAI Assistants API
Introduction A while ago, I looked at the OpenAI Assistants API. In February of 2024, Microsoft have released their Assistants API in public preview. It works in the same way…
08/02/2024
Taking Azure Container Apps for a spin
At Ignite November 2021, Microsoft released Azure Container Apps as a public preview. It allows you to run containerized applications on a serverless platform, in the sense that you do not have to worry about the underlying infrastructure.
The underlying infrastructure is Kubernetes (AKS) as the control…
03/11/2021 Article Bloggers Geert Baeke
You may be interested in
Pinecone and OpenAI magic: A guide to finding your long lost blog posts with vectorized search and ChatGPT
Searching through a large database of blog posts can be a daunting task, especially if there are thousands of articles. However, using vectorized search and cosine similarity, you can quickly…16/03/2023Embedding flows created with Microsoft Prompt Flow in your own applications
A while ago, I wrote about creating your first Prompt Flow in Visual Studio Code. In this post, we will embed such a flow in a Python application built with…20/02/2024Draft 2 and Ingress with Web Application Routing
If you read the previous article on Draft 2, we went from source code to deployed application in a few steps: az aks draft create: creates a Dockerfile and Kubernetes…03/06/2022So you want a chat bot to talk to your SharePoint data?
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 methods or sifting through hundreds of pages and documents, users could simply ask the bot…20/03/2024Using WebRTC with the OpenAI Realtime API
In October 2024, OpenAI introduced the Realtime API. It enables developers to integrate low-latency, multimodal conversational experiences into their applications. It supports both text and audio inputs and outputs, facilitating…19/12/2024Retrieval with the Azure OpenAI Assistants API
In two previous blog posts, I wrote an introduction to the Azure OpenAI Assistants API and how to work with custom functions. In this post, we will take a look…10/02/2024Creating an agent with the Azure AI Agent SDK
Source: Microsoft Azure AI Agents Service simplifies building intelligent agents by combining advanced AI models, tools, and technology from Microsoft, OpenAI, and partners like Meta and Cohere. It enables integration…24/12/2024Load balancing OpenAI API calls with LiteLLM
If you have ever created an application that makes calls to Azure OpenAI models, you know there are limits to the amount of calls you can make per minute. Take…16/04/2024Creating an agent with Hugging Face smolagents and Azure OpenAI
Artificial Intelligence (AI) agents have garnered significant attention, with numerous posts discussing them on platforms such as LinkedIn and X/Twitter. In that sense, this post is not different. Instead of…27/01/2025Deploying Helm Charts with Azure DevOps pipelines
I recently uploaded a video to my YouTube channel about this topic: Youtube video; direct link to demo https://youtu.be/1bC-fZEFodU?t=756 In this post, I will provide some more information about the…25/02/2021Using the Azure AI Inference Service
If you are a generative AI developer that works with different LLMs, it can be cumbersome to make sure your code works with your LLM of choice. You might start…11/12/2024