Microsoft Fabric Updates Blog

Building Custom AI Applications with Microsoft Fabric: Implementing Retrieval Augmented Generation for Enhanced Language Models

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”

Harness the Power of LangChain in Microsoft Fabric for Advanced Document Summarization

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”

Unleashing the Power of Microsoft Fabric and SynapseML: A Guide to Q&A on PDF Documents with LLMs

Author(s): Amir Jafari, Senior Product Manager in Azure Data. Mark Hamilton, Senior Software Engineer in Azure Data. Aydan Aksoylar, Senior Applied AI Engineer in Azure Data. Kartavya Neema, Principal Applied AI Engineer in Azure Data. Nellie Gustafsson, Principal PM Manager in Azure Data. Generative AI models or Large Language Models (LLMs) have recently gained a … Continue reading “Unleashing the Power of Microsoft Fabric and SynapseML: A Guide to Q&A on PDF Documents with LLMs”