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Using Images in Prompt flow – Troubleshooting

Using Images in Prompt flow – Troubleshooting

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Working with Azure Open AI models that integrate text and images is cool. Correctly, I’m talking about GPT-4o and GPT-4o-mini. It is amazing to see the results of adding visual content to LLM prompts. Furthermore, it’s so easy with Prompty to define and review these prompts. But there is sometimes the devil in the detail, when when it comes to integration. Yes, I’m talking about using images in Prompt flow from generated Python code. Today I will take you on…

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Deploy your Prompty as Docker Container

Deploy your Prompty as Docker Container

In my last blog post, I started using Prompty for VS Code, and it was an amazing experience. I realized how easily I can define and write my prompts in a single Prompty file. This solves one of the basic problems I encounter when starting to create a new AI solution. However, there is another challenge: How do I deploy my Prompty – maybe within a Docker container? Yes, for sure, this is possible. Moreover, this is a good practice…

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Custom Connector for Container Apps with Easy Auth Security

Custom Connector for Container Apps with Easy Auth Security

You may have read in my previous blog posts that I prefer deploying my APIs and AI solutions as Microsoft Containerized Apps. The reason for this is that containerized apps provide me with an ideal balance between scalability and pricing. In this post, I will explain how to enhance the security of these APIs. Specifically, I will show you how to set up  – Easy Auth – which means authentication for container apps and correctly configure security in a custom…

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Using GenAI – Meeting Minutes Copilot

Using GenAI – Meeting Minutes Copilot

As a citizen developer it’s so easy to use generative AI. In one of my last blog posts, I outlined the use case of generating meeting minutes from a meeting protocol. Furthermore, I explained the technical details of my meeting minute service. Today I will show you how I build a meeting minutes copilot. Correctly, I’m talking about building a copilot. Copilot is formerly known as Power Virtual Agent. Moreover, you might have noticed this when you navigate to https://powerva.microsoft.com/:…

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Using GenAI – Meeting Minutes Service

Using GenAI – Meeting Minutes Service

In one of my last blog post I outlined the use case of generating meeting minutes from a meeting protocol. Furthermore, I have shown how I tested my concept in a simple way and then designed a solution. For the sake of simplicity, I have not yet explained the technical part of creating the meeting minutes. This means, I will share this time more details about my Meeting Minutes API in Microsoft Azure with you. Before I start, I select…

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Using GenAI – Generate my Meeting Minutes!

Using GenAI – Generate my Meeting Minutes!

Today I will share another example where I utilize Generative AI with you. Although the story is explained quite quickly. Documenting meeting minutes can be a tedious task, especially when I am an active participant. However, the outcome of the meeting is crucial as I need to share the action items and results with my colleagues. What if I had a buddy who could do this task for me? Right, I use my Generative AI for this. In other words,…

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Logging in Custom Connector Code

Logging in Custom Connector Code

Today, I’m excited to introduce you to a new feature that addresses a common challenge faced by both Citizen Developers and Pro Developers. Yes, you guessed it – we’re delving into the world of creating custom connectors. But I’m not talking about the usual tasks like setting up requests, responses, or authentication. No, the real test comes when we venture into coding within our custom connectors.See more here at Microsoft Docs: Write code in my custom connector. Moreover, there’s a…

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Authorize from Swagger UI

Authorize from Swagger UI

Authorization is a must for APIs, there is no question about that! On the other hand, development and testing becomes more difficult. So I’d like to introduce you to the feature “Authorize” in Swagger UI that I recently discovered. I have to say, I’m impressed! As a developer, I often use Swagger UI to test my APIs, but I’ve always struggle when it comes to authentication. In the past, I couldn’t test my API in Swagger UI because authentication was…

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Automated Repository Setup for GitHub

Automated Repository Setup for GitHub

I can’t say this often enough, I love to automate manual repetitive tasks. An automated process save time and reduces mistakes. For that reason, I want to share a new example with you. Moreover, I use the Microsoft Power Platform together with AWS cloud in perfect harmony. So here is the story: some days ago, I stumbled upon a terraforming process for new AWS Accounts. The initial idea was, to prepare reusable and preconfigured building blocks. In other words, my…

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PCF in Dataverse for Microsoft Teams

PCF in Dataverse for Microsoft Teams

After creating my Microsoft OpenAI powered Intelligent Assistant canvas app was still one open question for me, “Can I install and uses my Intelligent Assistant also in Dataverse for Teams?” You might also have the question, “Why would you consider bringing your Intelligent Assistant into DataVerse for Teams?” Well, integrating my Intelligent Assistant into DataVerse for Teams offers several advantages. One of them is that canvas apps empower users to create intuitive and tailored interfaces for data management, enhancing collaboration…

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