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Enabling Serverless AI with Azure Container Apps and Dapr

Enabling Serverless AI with Azure Container Apps and Dapr

In my previous post I explained how you can get started with Container Apps. The one missing piece of that puzzle is how you can utilize a queue behind to dynamically scale your workload based on items in a queue! This has been one my most difficult blog items so

Running your AI Workload through Azure Container Apps

Running your AI Workload through Azure Container Apps

For a new project I am working on, I am utilizing a Queuing architecture where jobs come in and a cluster of containers is processing work on this queue. Each job takes an item from a queue, runs the item through its AI pipeline and spits out a JSON response.

Parking Garage Sensor implementation using Dapr Actors

Parking Garage Sensor implementation using Dapr Actors

The reworked Dapr Javascript SDK has been released a couple of weeks ago! Together with a brand new and easier to use SDK, we have been thinking in the community of reworking the documentation to simplify the examples, more specifically the Actors examples. After some brainstorming together, we decided to

Running Dapr on Azure IoT Edge

Running Dapr on Azure IoT Edge

I've been working on a large-scale project that has some interesting requirements performance wise. While having around 6+ modules, I should get a performance of around 10ms roundtrip! One container does AI inferencing within ~2ms. Problem Definition The problem I am seeing now is that the Azure IoT

Tutorial - Creating an Email Microservice with Typescript and Dapr

Tutorial - Creating an Email Microservice with Typescript and Dapr

Once in a while a new project comes out that I am totally hyped about! Dapr is such a Project! In this article I would like to go in-depth on how we can quickly (< 10min!!!) create a Microservice that will send an email through a Microservice invocation mechanism! Dapr

How to integrate Dapr and Apache Kafka through Bindings (input and output)

How to integrate Dapr and Apache Kafka through Bindings (input and output)

For a new project I am working on, I want to utilize Dapr to integrate Kafka such that a REST endpoint is automatically called in my application. Of course, we want our development environment to be as easy as possible and set-up in just a few minutes. Which is why

Debugging Common Dapr Issues

Debugging Common Dapr Issues

As a new sort of writing, I wanted to create a "debugging" blog post where I list "my rookie" mistakes that I made while working with Dapr. I hope that by sharing I can help others to more quickly resolve their own issues 😊 Issues Error: app