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Azure Bootcamp: Build AI Workflows with Microsoft Foundry
Introduction
Introduction (2:15)
Exercise: Meet Your Classmates and Instructor
Understanding Your Video Player
Set Your Learning Streak Goal
Course Resources
Microsoft Foundry Core Concepts, Environment & Setup
Automation vs. AI Agents: When Enterprises Need Agents (4:34)
AI Agents Core Components (4:59)
Microsoft Foundry & Agent Framework Architecture (8:10)
Setting-Up Azure AI and Microsoft Foundry (10:15)
Setting Up Azure CLI (3:24)
Setting Up VS Code with the AI Toolkit and Microsoft Foundry (8:22)
Setting Up the Python Environment (6:04)
Agent Architecture in Python: How AI Agents Communicate with Azure AI Services (8:08)
Azure AI Projects SDK vs. Microsoft Agent Framework (MAF) SDK (10:03)
Prototyping AI Agents Using the AI Toolkit VS Code Extension (3:35)
Creating an Agent Using the AI Toolkit (6:34)
The Big Picture: How Microsoft Foundry Fits Together (10:10)
Let's Have Some Fun (+ More Resources)
Building a Customer Support AI Agent with Microsoft Foundry and Python
Building the Customer Support AI Agent in Microsoft Foundry (5:59)
Testing the Agent in the Foundry Playground (3:51)
Calling the Agent from VS Code (8:47)
Tool Calling in Microsoft Foundry (3:15)
Agent Tools in Microsoft Foundry (7:34)
Adding a File Search Tool to the Customer Support Agent (8:24)
Testing Retrieval-Augmented Generation (RAG) in Preview / Playground (5:00)
Prompt Engineering for Enterprise AI Agents (Best Practices) (8:23)
Debugging Agents with Traces (7:19)
Memory in the Foundry Agent Service (8:03)
Knowledge for Foundry Agents (8:20)
Enabling Strict Grounding for the Customer Support Agent (8:28)
Guardrails: Safety, Control, and Prompt Shields for Enterprise AI Agents (4:28)
Reassigning Guardrails (5:16)
Exercise: Imposter Syndrome (2:55)
Creating New Guardrails (6:00)
Best Practices for Agent Guardrails (4:13)
Building a Front-End for the Agent Using Streamlit (4:39)
Testing the Agent Client App and Walking Through the Code (8:08)
Course Check-In
AI Agents vs. AI Workflows in Microsoft Foundry
AI Agents vs. AI Workflows in Microsoft Foundry (6:42)
Building Your First AI Workflow in Microsoft Foundry – Part 1 (6:01)
Diving into the Microsoft Foundry Interface for Building Workflows - Part 1 (6:18)
Diving into the Microsoft Foundry Interface for Building Workflows - Part 2 (7:22)
Building Your First AI Workflow in Foundry – Part 2: Agent Configuration & Execution (11:48)
Calling the Workflow from Python (8:10)
Unlimited Updates
Project: Human‑in‑the‑Loop Content Pipeline
Project Overview (Proof of Concept) (2:07)
Creating the Workflow + First Agent (3:28)
Adding the Refiner Agent (3:29)
Human-in-the-Loop Approvals in Enterprise AI Workflows (4:54)
If/Else Logic and Building a Regeneration Loop (6:07)
Testing the Loop and Delivering the Final Approved Result (4:39)
Implement a New Life System
More Coming Soon!
Get Ready...
Where To Go From Here?
Thank You! (1:17)
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Learning Guideline
ZTM Events Every Month
LinkedIn Endorsements
Setting Up VS Code with the AI Toolkit and Microsoft Foundry