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Building Intelligent Multi-Agent Systems with Azure AI Services

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05 Labs

This track consists of 5 labs, designed to be completed in a single session without interruption. Once you launch the track, you'll have a total of 6 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 lab, the focus was on building a comprehensive AI system using Azure’s advanced services. The lab began by creating a basic AI Agent powered by Azure OpenAI’s GPT-35-turbo and deploying it as an API to demonstrate how AI Agents autonomously process prompts and generate intelligent responses. The next phase extended the agent into a multimodal system by integrating Speech-to-Text, Text-to Speech, and Computer Vision APIs, enabling the handling of text, voice, and image inputs simultaneously for richer, context-aware interactions. Following that, an AI Orchestration Framework was designed that incorporated a Planning Agent and an Execution Agent to efficiently route and process tasks based on user inputs. Finally, the lab showcased the implementation of a customer service agent that not only responded to queries but also escalated complex or urgent issues to human support via Azure Logic Apps, while integrating a simple feedback mechanism to collect human input for future improvements.

Hands-on Labs Covered

  • Creating a Basic AI Agent with Azure OpenAI
  • Enhancing AI Agents with Multi-Modal Capabilities
  • Multi-Agent Collaboration & Context Awareness
  • Implementing a Customer Service Agent with Escalation Workflow
  • Monitoring AI Agents and Performance Analytics

Audience

  • AI Researcher
  • Software Engineer
  • Data Scientist
  • Solutions Architect
  • ML Engineer

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