22-25 April 2026

Cutting Through the Buzz: LLM, RAG, and GPT - Making Sense of GenAI

Proposed session for SQLBits 2026

TL; DR

Cut through the GenAI buzz in this intro session on LLMs, agents, RAG, and GPT, including how they work and when to use them! Plus Databricks demos and practical takeaways to apply in your projects.

Session Details

Join us for an introductory session about Generative AI! In this session, we will "Cut Through the Buzz" and demystify LLM, RAG, and GPT. We will discover how these technologies work behind the scenes with live demos in Databricks showcasing their practical applications. Whether you're new to AI or looking to expand your understanding, we'll dive into details and show you how to leverage these tools effectively. Join us to explore, ask questions, and leave with a clearer perspective on how Generative AI can transform your projects.

3 things you'll get out of this session

Demystify LLMs, agents, RAG, and GPT. clear understanding of how these tools/tech work behind the scenes. See (and replicate) practical Databricks demos for real-world use cases.