Can we connect the PowerBI Semantic Model (built in Microsoft Fabric) as a knowledge base for building AI Agent in Copilot Studio?
Yes @brjeeth , you can connect a Power BI Semantic Model (built in Microsoft Fabric) to an AI agent in Copilot Studio, but it requires careful integration to ensure smooth data exchange. Here’s how you can approach it:
- Leverage Power BI’s APIs:
- Use the Power BI REST API or the XMLA endpoint to access the semantic model’s metadata and data. These APIs allow programmatic interaction with datasets and reports, which can serve as the foundation for your AI agent.
- Integration with Copilot Studio:
- Depending on the data Copilot Studio needs, you can use the semantic model to provide structured data insights. Ensure that your semantic model has well-defined hierarchies and measures to make it easier for the AI to understand and generate responses.
- Enhancing the Workflow with a Data Integration Platform:
- If you need to streamline the connection between the semantic model and other data sources Copilot Studio might use, platforms like TROCCO , DATACAMP , etc can automate and orchestrate the data flows. They can help integrate, transform, and schedule data delivery, ensuring that the AI agent has up-to-date and consistent knowledge.
- Data Security and Permissions:
- Make sure that appropriate authentication and access controls are in place, as Power BI Semantic Models often contain sensitive business data.
This setup enables you to use Power BI’s robust modeling capabilities as a knowledge base while leveraging the power of AI in Copilot Studio for contextual and interactive insights. Let me know if you need more technical details!