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Using Microsoft Fabric for Generative AI: A Guide to Building and Improving RAG Systems

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”

Announcing improved JSON support in Fabric DW

We’ve improved the JSON support in Fabric Datawarehouse (Fabric DW) and have added the following features in Fabric DW: The JSON_PATH_EXIST function checks if there is a value on the given path in JSON text. The JSON_OBJECT and JSON_ARRAY functions enable you to more easily create JSON objects or arrays based on a set of … Continue reading “Announcing improved JSON support in Fabric DW”

Working with large data types in Fabric Data Warehouse

Traditionally, warehouses are designed for smaller data types (numbers, dates, smaller strings) that are suitable for efficient analytics. Currently, Fabric Data Warehouse has a limit that allows you to store string or binary data up to 8KB per cell. Increasing this limit has been one of the top requests for Fabric DW. We are excited … Continue reading “Working with large data types in Fabric Data Warehouse”

Copilot for Data Warehouse: Public Preview Update

At //Build 2024 earlier this year, we released the public preview of Copilot for Data Warehouse – Announcing the Public Preview of Copilot for Data Warehouse in Microsoft Fabric | Microsoft Fabric Blog | Microsoft Fabric. In this previous announcement, you can find a deep dive of the capabilities offered as part of Copilot for … Continue reading “Copilot for Data Warehouse: Public Preview Update”