Generative AI Apps and Retrieval in Foundry

Course content

1. 1Calling deployed models from codeComing
2. 2Prompt design and system messagesComing
3. 3Structured outputs and function callingComing
4. 4Retrieval-augmented generation architectureComing
5. 5Indexing data with Azure AI SearchComing
6. 6Semantic, hybrid and vector searchComing
7. 7Multistep workflowsComing
8. 8Evaluating generative appsComing
9. 9Prompt tuning and self-critiqueComing
10. 10Tracing and observabilityComing
11. 11Optimizing latency and costComing
12. 12Operating a generative AI appComing

Requirements

• MSAZ-250 Planning and Managing Azure AI Solutions in Foundry

Recommended background. You can start any course at any time.

Description

Building, evaluating and operating generative AI applications with retrieval-augmented generation in Microsoft Foundry.