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Microsoft Fabric Updates Blog

  1. Updates
  2. Apache Spark

Announcing the availability of Trusted workspace access and Managed private endpoints in any Fabric capacity

Use Trusted workspace access and Managed Private endpoints in Fabric with any F capacity and enjoy the benefits of secure and optimized data access and connectivity  We are thrilled to share with you an update on the Fabric network security features that were announced in general availability earlier this year. Trusted workspace access, and Managed … Continue reading “Announcing the availability of Trusted workspace access and Managed private endpoints in any Fabric capacity”

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”

Introducing Capacity Pools for Data Engineering and Data Science in Microsoft Fabric

We are excited to announce the Capacity Pools for Data Engineering and Data Science in Microsoft Fabric. As part of the Data Engineering and Science settings in the Admin portal, capacity administrators can create custom pools based on their workload requirements. Optimizing Cloud Spend and Managing Compute Resources In enterprise environments, managing cloud spending and … Continue reading “Introducing Capacity Pools for Data Engineering and Data Science in Microsoft Fabric”

Public Preview of Native Execution Engine for Apache Spark on Fabric Data Engineering and Data Science

The Native Execution Engine showcases our dedication to innovation and performance, transforming data processing in Microsoft Fabric. We are excited to announce that the Native Execution Engine for Fabric Runtime 1.2 is now available in public preview. The Native Execution Engine leverages technologies such as a columnar format and vectorized processing to boost query execution … Continue reading “Public Preview of Native Execution Engine for Apache Spark on Fabric Data Engineering and Data Science”

Fabric Change the Game: Revolutionizing Fabric with REST API, Part 1

This post will explore Microsoft Fabric REST APIs for seamless automation. Following, let’s review through some of the options for API integration in Fabric, unravelling the threads of development, deployment, governance, and beyond in this comprehensive series, this is Part One. Some additional Material to review: Fabric API quickstart – Microsoft Fabric REST APIs | … Continue reading “Fabric Change the Game: Revolutionizing Fabric with REST API, Part 1”