Recent Blog ArticlesNewest TopicsMost LikesTagged:TagTalk to Fabric Eventhouse using Azure AI Agents – Natural Language to KQL One of the main use cases I am frequently asked about is providing users with the capability to query data intuitively and effectively, regardless of their technical background. The idea is to build ...Azure AI Studio Prompt Flow with Azure Data Explorer for Vector Search Introduction First let's dive into the tools we are using in this tutorial. Azure AI Studio is a trusted platform that empowers developers to drive innovation and shape the future with AI in a ...Building high scale RAG applications with Microsoft Fabric Eventhouse In this article I will guide you on how to build a Generative AI application in Microsoft Fabric. This guide will walk you through implementing a RAG (Retrieval Augmented Generation) system in Micro...How to use Azure OpenAI GPT-4o with Function calling In this article we will demonstrate how we leverage GPT-4o capabilities, using images with function calling to unlock multimodal use cases. We will simulate a package routing service that routes pa...Building a Real-Time medallion architecture using Eventhouse in Microsoft Fabric In this article you'll be able to create an end-to-end Real time Analytics platform that can handle large volumes of data and provide valuable insights for your business in real-time using Eventhouse...From Prompts to Embeddings and Vector Stores - How to use OpenAI in real-life scenarios LLMs (Large Language models) are everywhere these days but effectively utilizing them can prove to be a daunting task. That’s why I decided to create this guide where I will share some examples on: ...Building a self-serve analytics platform with Azure Data Explorer and OpenAI Build a self-serve analytics platform by letting your customers ask questions about data in plain English with OpenAI and Azure Data Explorer. Part 2 - Building a Data Lakehouse using Azure Data explorer - The Deployment Learn here how to deploy a Data Lakehouse using Azure Data Explorer, using Bicep (infrastructure as code (IaC) tool from Microsoft). Build a chatbot to query your documentation using Langchain and Azure OpenAI The recent success of ChatGPT has demonstrated the potential of large language models trained with reinforcement learning to create scalable and powerful NLP applications. However, at least for now, ...Use OpenAI GPT with your Enterprise Data This article will discuss how to utilize Azure OpenAI GPT to create a chatbot that can respond to inquiries based on enterprise data. We will use Retrieval augmented generation.
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