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Hands-on with Azure AI Foundry and Agent frameworks

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06 Labs

This track consists of 6 labs, designed to be completed in a single session without interruption. Once you launch the track, you'll have a total of 4 hours to complete all the labs. Please note that the track will remain available for 30 days after you redeem the voucher code. You’ll get two attempts to complete all the labs during this period. All labs, regardless of whether they have been provisioned, launched, or not, will be permanently deleted from the CloudLabs portal after 30 days. Please plan your activities accordingly.

About Course

In this hands-on workshop, explore the transition from traditional AI models to goal-driven AI solutions using Azure AI Foundry and advanced agent frameworks. Learn to set up development environments, configure connections, and authenticate credentials before diving into chat completions, embeddings, and retrieval techniques to enhance AI applications. Build specialized AI agents for health and fitness that leverage search, reasoning, and real-time data, while also covering observability, governance, and model evaluation to ensure reliability and transparency. The workshop concludes with integrating event-driven AI platforms, demonstrating how AI agents respond to real-world triggers and automate workflows. Participants will leave with a solid foundation to build, deploy, and optimize intelligent, scalable AI-driven applications.

Hands-on Labs Covered

  • Set Up and Configure the AI Development Environment
  • Develop Chat-Based AI Applications with RAG and Multi-Modal Capabilities
  • Create and Enhance AI Agents for Intelligent Automation
  • Integrate AI Agents with Real-World Search and Reasoning Capabilities
  • Implement Observability, Evaluation, and Governance for AI Agents
  • Build Event-Driven AI Applications for Real-Time Interactions

Audience

  • AI Developer
  • ML Engineer
  • Solutions Architect

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