DevOps for LUIS - Part 3
In this series of blog posts, we create a CI/CD pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. In the last two blog posts of this series we will finally take a detailed look at the pipeline. In this post we will cover the first two stages of the pipeline namely the Pull Request and Build stage. The emphasis in these stages is on testing and evaluating the model. The last blog post will cover deploying the model to an Azure environment. ......
DevOps for LUIS - Part 2
In this series of blog posts, we will create a pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. In this post we will look at the Azure resources and solution files we will be using in the pipeline. We will also briefly cover some Azure DevOps pipelines basics. ......
DevOps for LUIS - Part 1
In this and upcoming blog posts, we will create a pipeline in Azure DevOps for a LUIS language model. In the pipeline, we will subject the model to various types of tests, after which we will ‘build’ and deploy it to an Azure environment. ......
Dynamic floor plans with Azure Digital Twins and SVG - Part 2
In this post we will focus on the dynamic part of the title of this blog post. We will restyle the floor plan (change the SVG) in the web application in (near) real-time when, based on some incoming sensor data, an event is triggered in the Digital Twin. For this we will use Azure Event Grid, Functions and SignalR Service. ......
Dynamic floor plans with Azure Digital Twins and SVG - Part 1
In this two part blog post we will add an dynamic floor plan to a webpage. We will use SVG (Scalable Vector Graphics) to create the floor plan. When an alert is raised based on sensor values in a room we will use Azure Digital Twins, Event Grid, Azure Functions and Azure SignalR Service to dynamically and in near real-time restyle the corresponding room on the floor plan. ......