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Microsoft Fabric Updates Blog

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  2. Data Science

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”

Use Semantic Kernel with Lakehouse in Microsoft Fabric

Microsoft Fabric allows enterprises to bind different data sources through OneLake, and data engineer can call a unified API for different business scenarios to complete data analysis and data science. This article will describe how to allow data scientists to use Semantic Kernel with Lakehouse in Microsoft Fabric In Microsoft Build 2023, Microsoft proposed the … Continue reading “Use Semantic Kernel with Lakehouse in Microsoft Fabric”

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”