# Fabric Data Agent

> A community-driven resource hub for Microsoft Fabric Data Agents. Curated articles, videos, tools, events, learning paths, and LinkedIn posts - all in one place.

This site aggregates community-created content about Microsoft Fabric Data Agents. It is open source, community-maintained, and welcomes contributions from anyone.

## Site Links
- [Home](https://fabricdataagent.com/)
- [Articles](https://fabricdataagent.com/articles/)
- [Videos](https://fabricdataagent.com/videos/)
- [Resources](https://fabricdataagent.com/resources/)
- [Events](https://fabricdataagent.com/events/)
- [Tools](https://fabricdataagent.com/tools/)
- [LinkedIn Posts](https://fabricdataagent.com/linkedin/)
- [Learning Paths](https://fabricdataagent.com/learn/)
- [Contribute](https://fabricdataagent.com/contribute/)
- [About](https://fabricdataagent.com/about/)
- [Full Content for LLMs](https://fabricdataagent.com/llms-full.txt)

## Articles
- [Building Intelligent Data Agents with Fabric and Azure OpenAI](https://techcommunity.microsoft.com/blog/fabric-data-agents): Learn how to combine Microsoft Fabric's data platform with Azure OpenAI to create intelligent data agents that can answer natural language questions about your data.
- [Best Practices for Fabric Data Agent Development](https://blog.fabric.microsoft.com/data-agent-best-practices): A collection of best practices and design patterns for building production-ready data agents in Microsoft Fabric, including error handling, performance optimization, and security considerations.
- [Getting Started with Microsoft Fabric Data Agents](https://learn.microsoft.com/en-us/fabric/data-science/data-agents): A comprehensive guide to understanding and building data agents in Microsoft Fabric. Covers the basics of agent architecture, data connectivity, and natural language querying.

## Videos
- [Fabric Data Agents 101](https://www.youtube.com/watch?v=ul16PjHNiVs): A beginner-friendly walkthrough covering the fundamentals of Fabric Data Agents — what they are, how to set them up, and how to start querying your data using natural language.
- [Fabric Data Agents and Beyond](https://www.youtube.com/watch?v=Jc2fYdxRdEo): Explores the broader vision for Fabric Data Agents, including advanced use cases, multi-source data access, integration with Azure AI Agent Service, and how agents go beyond simple Q&A to enable enterprise-scale AI workflows.
- [Microsoft Fabric Data Agents Explained](https://www.youtube.com/watch?v=mFoSVcj6tLw): From query to conversation — demonstrates setting up a Fabric Data Agent, connecting it to a Lakehouse, customizing prompts, and using chat-based analytics to extract insights from your data in real time.
- [Introduction to Microsoft Fabric Data Agents](https://www.youtube.com/watch?v=SZSQ70sytlU): Covers what Fabric Data Agents are, how they use generative AI for Q&A over your data, prerequisites, setup process, connecting semantic models, and how to publish agents for broader use across Microsoft 365 Copilot and Teams.

## Resources
- [Microsoft Fabric Community Forum](https://community.fabric.microsoft.com/): Join the Microsoft Fabric community to ask questions, share solutions, and connect with other data agent builders.
- [Official Microsoft Fabric Data Agent Documentation](https://learn.microsoft.com/en-us/fabric/): The official Microsoft documentation for Fabric Data Agents, covering setup, configuration, API reference, and troubleshooting guides.
- [Fabric Data Agent Sample Notebooks](https://github.com/microsoft/fabric-samples): A collection of Jupyter notebooks and code samples demonstrating various data agent patterns and use cases in Microsoft Fabric.

## Events
- [Building Your First Fabric Data Agent - Webinar](https://events.microsoft.com/fabric-agents-webinar): A hands-on webinar where you'll learn to build your first data agent in Microsoft Fabric from scratch. Includes live coding and Q&A. (2026-04-10, Online)
- [Microsoft Fabric Community Conference 2026](https://fabricconf.com): The annual Microsoft Fabric Community Conference featuring sessions on data agents, real-time analytics, and the latest Fabric innovations. (2026-06-15, Las Vegas, NV)

## Tools
- [Fabric Data Agent Testing Framework](https://github.com/microsoft/fabric-agent-testing): A testing framework for validating data agent responses, benchmarking query accuracy, and running automated regression tests against Fabric data agents.
- [Fabric Notebook Utilities](https://github.com/microsoft/fabric-notebook-utils): A Python library providing utility functions for working with Fabric notebooks, including data agent helpers, semantic model connectors, and testing utilities.
- [Semantic Link Labs](https://github.com/microsoft/semantic-link-labs): An open-source toolkit for building semantic layers and connecting data agents to structured data sources in Microsoft Fabric.

## LinkedIn Posts
- [My Experience Building Data Agents with Fabric](https://www.linkedin.com/posts/activity-7200000000000000001): A practitioner's journey building their first data agent in Microsoft Fabric. Covers lessons learned, tips for getting started, and common pitfalls to avoid.
- [Microsoft Fabric Data Agent - Game Changer for Analytics](https://www.linkedin.com/posts/activity-7200000000000000000): An exciting announcement about the new Data Agent capabilities in Microsoft Fabric. The post covers how data agents can transform the way teams interact with data using natural language.
- [From API to AI Agent: Turning Raw Data into Conversational Intelligence with Microsoft Fabric](https://www.linkedin.com/pulse/from-api-ai-agent-turning-raw-data-conversational-fabric-al-qinneh-fifse): Data agent on top of Oura health data to chat with your own health data

## Learning Paths
- [Build Your First Data Agent](https://fabricdataagent.com/learn/build-your-first-agent/): A hands-on learning path that guides you through building a functional data agent from scratch. (intermediate)
- [Getting Started with Fabric Data Agents](https://fabricdataagent.com/learn/get-started/): Everything you need to know to get up and running with Microsoft Fabric Data Agents. Start here if you're new. (beginner)
- [Production-Ready Agent Patterns](https://fabricdataagent.com/learn/production-patterns/): Advanced patterns and architectures for deploying data agents at scale in production environments. (advanced)

## Contributing
Anyone can contribute content via [GitHub issue forms](https://fabricdataagent.com/contribute/). No coding required.