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Microsoft Fabric Updates Blog

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  2. Lakehouse

Using Microsoft Fabric’s Lakehouse Data and prompt flow in Azure Machine Learning Service to create RAG applications

  • Headshot of article author December 22, 2023 by Kinfey Lo 62,734 Views

Microsoft Fabric’s Lakehouse helps us better unified management of enterprise-level data environments. In the process of transforming to AI, we cannot do without the assistance of these enterprise data. In my previous blog, I mentioned how to build RAG applications based on data in the Microsoft Fabric environment. In this post, I will introduce how … Continue reading “Using Microsoft Fabric’s Lakehouse Data and prompt flow in Azure Machine Learning Service to create RAG applications”

Lakehouse vs Data Warehouse vs Real-Time Analytics/KQL Database: Deep Dive into Use Cases, Differences, and Architecture Designs

With the general availability of Microsoft Fabric this past Ignite, there are a lot of questions centered around the functionality of each component but more importantly, what architecture designs and solutions are best for analytics in Fabric. Specifically, how your data estate for analytics data warehousing/reporting will change or differ from existing designs and how to choose the right path moving forward. This article will be focused on helping you understand the differences between the Data Warehouse and Data Lakehouse, Fabric solution designs, warehouse/lakehouse use cases, and to get the best of both Data Warehouse and Data Lakehouse.

Microsoft Fabric November 2023 update

Welcome to the November 2023 update.   We have lots of features this month including Narrative visual with Copilot, cross workspace “save as” for Data Factory, the general availability of Semantic model scale-out, and many more. Continue reading for more details on our new features!    Contents Core Microsoft Fabric User API Power BI Reporting Button … Continue reading “Microsoft Fabric November 2023 update”

Fabric workloads are now generally available!

Microsoft Fabric is now generally available! Fabric brings together the best of Microsoft Power BI, Azure Synapse Analytics, and Azure Data Factory into a single software as a service (SAAS) platform. Fabric provides multiple workloads purpose-built for specific personas and specific tasks. Keep reading to learn about all of Fabric’s workloads! Synapse Data Warehouse We … Continue reading “Fabric workloads are now generally available!”

Fabric Changing the game: Validate dependencies with Semantic Link – Data Quality

As we embark on our quest to unravel the mysteries of the data within Fabric, a world of possibilities awaits. Let’s continue our journey in understanding and exploring the data. In this installment, our attention is directed to how to explore the functional dependencies -relationships between columns in a table. With a specific focus on … Continue reading “Fabric Changing the game: Validate dependencies with Semantic Link – Data Quality”