AI-103 · Azure AI Apps and Agents Developer Associate

AI-103: Implement generative AI and agentic solutions (30–35%)

The largest AI-103 area is 30–35%. It combines application development with agent design, tools, retrieval, safeguards, evaluation and observability.

Build grounded applications

Connect an application to a Foundry project, deploy and consume models, implement RAG and use SDKs or connectors. Evaluate fabrication, relevance, groundedness, quality and safety against representative tasks.

Build and operate agents

Define roles, goals, tools, memory and stopping conditions. Integrate retrieval, function calling, APIs and knowledge stores. Multi-agent orchestration must match the workflow: deterministic steps differ from open-ended collaboration. Add approval controls for consequential actions and trace model calls, retrieval and tools.

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