2Implementing Generative AI Solutions

• 2.1Implementing a Generative AI App

  Understand how to implement a generative AI app by calling a deployed model with the Foundry SDK—chat completion, system message, generation parameters, streaming, and structured output (function calling)—and how to wire in safety filters (guardrails).

• 2.2Implementing Retrieval-Augmented Generation (RAG)

  Understand implementing RAG for answers grounded in your data—semantic search via embeddings (vectors), Azure AI Search indexes, the retrieve → augment → generate flow, citing sources, and evaluating quality—from a developer’s view.