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Microsoft Fabric Updates Blog

  1. Updates
  2. Data Engineering

Improving productivity in Fabric Notebooks with Inline Code Completion (Preview)

Now available in preview, Copilot Inline Code Completion is an AI-powered feature that helps data scientists and engineers write high-quality Python code faster and with greater ease. Inspired by GitHub Copilot, this feature offers intelligent code suggestions as you type, with no commands needed. By understanding the context of your notebook, Copilot Inline Code Completion … Continue reading “Improving productivity in Fabric Notebooks with Inline Code Completion (Preview)”

Evaluate your Fabric Data Agents programmatically with the Python SDK (Preview)

We’re excited to announce that native support for evaluating Data Agents through the Fabric SDK is now available in Preview. You can now run structured evaluations of your agent’s responses using Python — directly from notebooks or your own automation pipelines. Whether you’re validating accuracy before deploying to production, tuning prompts for better performance, or … Continue reading “Evaluate your Fabric Data Agents programmatically with the Python SDK (Preview)”

Announcing Copilot for SQL Analytics Endpoint in Microsoft Fabric (Preview)

We’re excited to introduce Copilot for SQL Analytics Endpoint, now in preview – a transformative, AI-powered assistant built to change how you query, explore, and analyze data within Microsoft Fabric’s SQL experience. With Copilot integrated directly into the SQL Analytics Endpoint, users can now express intent in natural language and instantly receive ready-to-run T-SQL. Whether … Continue reading “Announcing Copilot for SQL Analytics Endpoint in Microsoft Fabric (Preview)”

Shortcut cache and on-prem gateway support (Generally Available)

Shortcut cache and on-prem gateway support are now generally available (GA) Shortcut cache Shortcuts in OneLake allow you to quickly and easily source data from external cloud providers and use it across all Fabric workloads such as Power BI reports, SQL, Spark and Kusto.  However, each time these workloads read data from cross-cloud sources, the … Continue reading “Shortcut cache and on-prem gateway support (Generally Available)”

Manage connections for shortcuts

Shortcuts in OneLake provide a quick and easy way to make your data available in Fabric without having to copy it.  Simply create a new shortcut and your data is instantly available to all Fabric workloads. When you first create a new shortcut, you also set up a shared cloud connection. These are the same connections … Continue reading “Manage connections for shortcuts”