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Microsoft Fabric Updates Blog

  1. Updates
  2. Apache Spark

Introducing High Concurrency Mode in Notebooks for Data Engineering and Data Science workloads in Microsoft Fabric

We are excited to announce a new high concurrency mode in Fabric for Data Engineering and Data Science. This allows users to share Spark compute across multiple notebooks within a workspace which means that you can run multiple Spark notebooks simultaneously on the same Spark session without compromising performance or security when paying for a … Continue reading “Introducing High Concurrency Mode in Notebooks for Data Engineering and Data Science workloads in Microsoft Fabric”

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”

Fabric changing the game: Logging your workload using Notebooks.

I was working on an example for a customer about logging a file error of execution while you are running multiple notebooks in parallel in a try-and-catch scenario. While thinking about that scenario in a Fabric environment I realized this work is now so much easier. As I mentioned before in other posts, OneLake integration … Continue reading “Fabric changing the game: Logging your workload using Notebooks.”

Microsoft Fabric July 2023 Update

Welcome to the July 2023 update. We have features in Core, Synapse, Data Factory, Data Activator, Community, and Power BI. Contents Core Help Pane Monitoring Hub improvements Admin Microsoft Public Preview Default Sharing On by Default Effective July 5th, 2023 OneLake OneLake file explorer update with support for switching organizational accounts Item sharing Synapse Data … Continue reading “Microsoft Fabric July 2023 Update”

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”