The Share capability for Fabric AI Skill is now in public preview. This feature enables AI Skill creators to share their AI Skill with colleagues, allowing them to consume the AI Skill and gain valuable insights from the data. How Sharing WorksOnce you have created and validated the effectiveness of your AI Skill, you can … Continue reading “Announcing Public Preview of the “Share” Feature for Fabric AI Skill”
In the previous blog, we explained how to use Microsoft Fabric to build custom AI applications, focusing on transforming your data into valuable knowledge for Generative AI applications. Specifically, we demonstrated how to implement a Retrieval-Augmented Generation (RAG) system using Microsoft Fabric, integrating Azure OpenAI and Azure AI Search. We are excited to share a … Continue reading “Using Microsoft Fabric for Generative AI: A Guide to Building and Improving RAG Systems”
As you may have seen, AI Skill in Microsoft Fabric is publicly available, offering exciting new possibilities for users to create customized, data-driven generative AI experts within Microsoft Fabric. This post will demonstrate how you can extend the capabilities of Fabric AI Skill in Microsoft Fabric notebooks to deliver richer and more comprehensive responses using … Continue reading “Harness Microsoft Fabric AI Skill to Unlock Context-Rich Insights from Your Data”
We are excited to share guidance for how you can use Microsoft Fabric to turn your data into knowledge for Generative AI applications. This guide will walk you through implementing a RAG (Retrieval Augmented Generation) system in Microsoft Fabric using Azure OpenAI and Azure AI Search. By the end, you’ll be more familiar with how to … Continue reading “Building Custom AI Applications with Microsoft Fabric: Implementing Retrieval Augmented Generation for Enhanced Language Models”
Author(s):Amir Jafari, Senior Product Manager in Azure Data.Sheryl Zhao, Principal Applied Scientist in Azure Data.Mark Hamilton, Senior Software Engineer in Azure Data.Nellie Gustafsson, Principal PM Manager in Azure Data. In our previous blog, we showcased the capability of Microsoft Fabric and SynapseML to utilize large language models (LLMs) for efficient question and answer tasks on … Continue reading “Harness the Power of LangChain in Microsoft Fabric for Advanced Document Summarization”
