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[This article is prerelease documentation and is subject to change.]
DAX Copilot data transformation (preview) lets you store and analyze raw transcript data from Dragon Ambient eXperience (DAX) Copilot. You can deploy and configure this capability after you deploy healthcare data solutions to your Fabric workspace and the healthcare data foundations capability. Also, set up DAX Copilot integration with Microsoft Fabric. This article outlines the deployment process and explains how to ingest DAX Copilot data into the bronze lakehouse.
DAX Copilot data transformation (preview) is an optional capability under healthcare data solutions in Microsoft Fabric. You have the flexibility to decide whether to use it, depending on your specific needs or scenarios.
Prerequisites
Integrate DAX Copilot with Microsoft Fabric to ingest conversational data. For more information and integration steps, see Overview of DAX Copilot integration with Microsoft Fabric and Set up DAX Copilot integration with Microsoft Fabric.
Note
If you already set up a healthcare data solutions environment in a Fabric workspace, use the same workspace for DAX Copilot integration. Also, use your healthcare data solutions bronze lakehouse as the destination for the DAX Copilot data. Then, you can skip the setup steps in Create a Fabric workspace and Create a lakehouse during Fabric integration.
Install the foundational notebooks and pipelines in Deploy healthcare data foundations.
Deploy DAX Copilot data transformation (preview)
You can deploy the capability using the setup module explained in Healthcare data solutions: Deploy healthcare data foundations.
If you didn't use the setup module to deploy the capability and want to use the capability tile instead, follow these steps:
Go to the healthcare data solutions home page on Fabric.
Select the DAX Copilot data transformation (preview) tile.
On the capability page, select Deploy to workspace.
The deployment can take a few minutes to complete. Don't close the tab or the browser while deployment is in progress. While you wait, you can work in another tab.
After the deployment completes, you can see a notification on the message bar.
Select Manage capability from the message bar to go to the Capability management page.
Here, you can view, configure, and manage the artifacts deployed with the capability.
Artifacts
The capability installs the following artifacts in your healthcare data solutions environment:
| Artifact | Type | Description |
|---|---|---|
| healthcare#_msft_dax_bronze_ingestion | Notebook | Ingests raw transcript data from the landing zone into the bronze table DaxCopilotData to store DAX file content and metadata. |
| healthcare#_msft_dax_silver_ingestion | Notebook | Transforms DAX Copilot data into the silver model and stores it in the DAXTranscripts table for further enrichment. |
| healthcare#_msft_dax_copilot_data_transformation | Data pipeline | Runs the healthcare#_msft_dax_bronze_ingestion and healthcare#_msft_dax_silver_ingestion notebooks in sequence to transform transcript data from a raw state in the landing zone to a transformed state in the silver lakehouse. |
Bring your DAX Copilot data into the bronze lakehouse
If you used your healthcare data solutions bronze lakehouse as the destination for the DAX Copilot data during Fabric integration, you can skip this section. But, if you used a different lakehouse, shortcut the data to your healthcare data solutions bronze lakehouse:
In your healthcare data solutions bronze lakehouse, go to the
Files\External\DaxCopilotfolder.Select the ellipsis (...) beside the folder name > New shortcut > Microsoft OneLake.
Select the lakehouse containing your DAX Copilot data, and select Next.
Follow the steps in Create a OneLake shortcut to finish creating the shortcut.
Check that you see your DAX Copilot data in the bronze lakehouse Files section.