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Question: Do I have to set up Microsoft Fabric, Microsoft Purview, and Microsoft DataBricks to use this solution accelerator?

Answer: No. You have 4 architecture options. The first option is to set up only Microsoft Fabric. For more details, please refer to Solution Architecture Description Page

Question: Which option should I choose if I want to set up something quickly?

Answer: You can choose option 1, the medallion architecture with PBI dashboards with Fabric only.