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Tag: OpenAI

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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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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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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Add documents to Azure Cognitive Search with Power Automate

Add documents to Azure Cognitive Search with Power Automate

Last time I explained, how I added a data source to Azure Open AI by using Azure Cognitive Search (read more). This was strait forward because I uploaded my documents directly to my Azure Blob Storage. Furthermore, Azure Blob storage is a supported data source for Azure Cognitive Search. Now, the question arises: How can I streamline this process? How can I automatically upload new documents to Azure Cognitive Search? In detail, I aim to automate the storage of new…

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Adding a Data Source to Azure OpenAI

Adding a Data Source to Azure OpenAI

Today I’m going to introduce you to a new feature of Azure OpenAI. I will explain how you can give more business context to your AI chat solution. Let’s say I can ask Azure OpenAI, “Do we have a discount agreement with the vendor XYZ?” and my AI gives me the right answer based on my contracts stored as files. Right, I will show you how easy I configure a Data Source for my Azure OpenAI. As result my AI…

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Using Azure OpenAI Chat Completion in Business

Using Azure OpenAI Chat Completion in Business

In my opinion is ChatGPT from OpenAI a definitely disrupting technology of these times. In detail, having its own AI assistant, which can understand and generate human-like text, opens a whole new realm of possibilities to me. I use my Intelligent Assistant in various fields, such as research, writing, and personal productivity. When exploring new technologies, for example, AI helps me understand complex concepts. What’s special is that ChatGPT can generate these explanations in a language I can understand based…

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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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Intelligent Assistant improved with PCF

Intelligent Assistant improved with PCF

In my last blog post I showed you, how fast you can setup and build your own Intelligent Assistant. I used OpenAI in Azure and implemented a very simple user interface in a canvas app. That was done in less than 30 minutes. Nevertheless, the first approach is rarely the optimal one. There is always room for improvement, as the following example shows. When I ask my Intelligent Assistant to give me a C# example, following happens: Yes, the answer…

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Building an Intelligent Assistant with OpenAI as Canvas App

Building an Intelligent Assistant with OpenAI as Canvas App

ChatGPT and OpenAI are a real step forward in applied AI. But there is still security issue that requires attention. As an AI enthusiast, I recognize the importance of addressing potential vulnerabilities and ensuring data privacy. For that reason, I create my own Intelligent Assistant and use the capabilities of ChatGPT and OpenAI in a secure way in a canvas app. In this blog post, I’ll walk you through the process of creating an Azure OpenAI resource. Moreover, I show…

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