3Building Generative AI Apps

• 3.1Generative AI and Prompt Engineering

  Understand how large language models (LLMs) generate text by predicting likely next tokens, and the basics of controlling output via prompt elements—system message, instructions, examples, and parameters.

• 3.2Grounding and RAG

  Understand grounding—making a model answer based on up-to-date or organization-specific information it was not trained on—and its common implementation RAG (retrieval-augmented generation), plus how to wire it into an app with the Foundry SDK.