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Tag: Azure AI Services

AI Foundry – Content Understanding

AI Foundry – Content Understanding

Wow, what is this? AI Foundry have a new preview offering with the name Azure AI Content Understanding. Microsoft writes; Content Understanding aims to extract structured, meaningful insights from any type of unstructured data. This sounds to me like my well-known friend Azure AI Document Intelligence service. Let me check this out with a real business case that I presented at the ColorCloud conference in Hamburg. In my session “More time thanks to smart automation!” I have shown a Dataverse…

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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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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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Embedding Vector for Azure AI Search

Embedding Vector for Azure AI Search

My SharePoint documents are already integrated in Azure AI Search (Azure Cognitive Search). I explained the setup in my last blog post. In detail, I created a Search Index for my SharePoint site which contains some of my conference presentations (PPTX) and handouts (PDF) files. I realized during testing; Azure OpenAI can access the information by using Azure AI Search as a retriever tool with some limitations. But I haven’t added embedding vector or similarity search in Azure AI Search….

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Azure Cognitive Search and SharePoint for Azure OpenAI

Azure Cognitive Search and SharePoint for Azure OpenAI

In my last blog post, I explained how I use a Power Automate Flow to add my documents to Azure Cognitive Search. In detail, I copied selected files to my central Azure Blob Storage. This is not the best solution, but it outlines the possibilities of Automation in combination with Azure Cognitive Search. This time I show you, how I index my documents from SharePoint directly with Azure Cognitive Search. Right, I don’t copy my files to another storage. Now,…

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