In this full-day, in-depth workshop, we will discuss, demonstrate, and go through labs with all attendees for understanding and mastering the Microsoft Azure AI Foundry and Agent development.

Topics to master during the day:

1. Creating an Azure AI Foundry resource in the Azure Portal
2. Creating an Azure AI Foundry Hub and what its purpose
3. Creating an Azure AI Foundry Project and its purpose
4. Explain all resources created to accompany the Hub like Azure Key Vault and Azure Storage and what service they provide to the Projects.
5. Introduction to a simple Prompt Flow Completion and dissecting all the nodes involved
6. Adding an Azure AI Search resource and vectorizing multiple documents in the portal.
7. Explaining the Azure AI Foundry Management Portal and how to connect external resources to a project.
8. Create a second Prompt Flow with Chat completion using Lookup resource against the vectorized documents
9. Explain the file structure of a Prompt Flow and use it in Visual Studio Code
10. Evaluating a Prompt Flow against multiple LLM and multiple Prompts
11. Deploying a tested Prompt Flow to Serverless compute and Managed compute and explain the difference
12. Monitor the deployed Prompt Flow in Application Insights
13. Consume the deployed Prompt Flow from Python and JavaScript based applications.

The labs during the day will give you a chance to experiment, try things yourself, and ask tons of questions.

Attendee Workstation Requirements:

• You must provide your own computer (Windows or Mac) for this hands-on workshop
• Laptop running Visual Studio Code, node.js (latest), Python 3.13 and newer
• You need to be admin on your machine
• You need to be owner or Global Admin on your Azure Subscription for all labs to work