In Microsoft Fabric, SQL database and Eventhouse offer distinct advantages for different data needs—but which one best supports your AI architecture? This session explores the differences:

SQL database: Best for transactional, structured data with strong relational consistency.

Eventhouse: Optimized for high-speed, real-time analytics on large volumes of event or telemetry data—ideal for AI/ML pipelines.

We'll conclude with a practical case study of a Retrieval-Augmented Generation (RAG) application, demonstrating how the choice between SQL database and Eventhouse impacts performance, scalability, and architecture design in a real-world AI solution.