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Tag: Microsoft

From Azure AI Foundry to Production

From Azure AI Foundry to Production

Azure AI Foundry former known as Azure AI Studio has seen significant improvements since I first began exploring this topic. Consequently, it took some time before I could complete my fourth blog post on Application Lifecycle Management (ALM) for AI applications. Today, I want to focus on the final stage of the ALM process. This means, I’ll be explaining how you can seamlessly deploy your AI solutions, developed in Azure AI Foundry, to production. In production, my goal is to…

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Getting started with Azure AI Studio

Getting started with Azure AI Studio

Will the development of new AI applications within the Microsoft ecosystem become easier in the future? That’s a good question, because Azure AI Studio is currently in preview. The documentation and marketing videos are promising a lot. But what’s behind the scenes? That’s why I’m writing this blog post to share my first impressions with you. Benefits of Azure AI Studio Ok, let me start and answer an important question: Why should I use Azure AI Studio? Microsoft docs says…

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Using GenAI – Create Demo Data

Using GenAI – Create Demo Data

Generative AI can do a lot for me. Today I’ll share a common example with you where I use my Microsoft OpenAI chatbot to simplify my life. My common example is, I need demo data and my AI Assistant will help me to setup this data in seconds. Moreover, I will use my own copilot that I deployed some weeks ago as an Azure Web Application (read more: Using Azure OpenAI in Business). In detail, I need an excel file…

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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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