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Course Outline

Foundational Concepts of AI Agents on Azure

  • Defining AI agents and distinguishing them from conventional chatbot architectures
  • Identifying primary operational use cases and solution frameworks
  • Surveying the Azure AI service components utilized in agent construction
  • Mapping the agent workflow from initial user inquiry to final output

Azure Environment Configuration and Tooling

  • Assessing the Azure resources required for foundational agent solutions
  • Utilizing Azure AI Foundry and associated technical tools
  • Establishing access controls, project parameters, and model integrations

Constructing a Fundamental Agent

  • Specifying the agent’s operational role, directives, and behavioral standards
  • Integrating Azure OpenAI models within the agent execution flow
  • Testing prompt efficacy and enhancing response accuracy
  • Executing a practical agent development exercise

Integrating Knowledge Bases and Retrieval Mechanisms

  • Examining the principles of retrieval-augmented generation
  • Linking the agent to organizational documents and institutional data
  • Leveraging Azure AI Search to ensure evidence-based responses
  • Verifying content relevance and minimizing the risk of inaccurate outputs

Evaluation, Safety, and Governance

  • Implementing guardrails and adhering to responsible AI standards
  • Assessing agent performance through structured test scenarios
  • Oversight of access rights, data stewardship, and usage compliance

Deployment and Operational Preparedness

  • Selecting deployment strategies for internal or public-facing services
  • Monitoring agent conduct, utilization metrics, and system performance
  • Addressing common technical challenges to enhance system reliability
  • Planning subsequent steps for solution expansion and integration

Requirements

  • Familiarity with cloud computing concepts and core Azure services
  • Experience with web applications, APIs, or the Microsoft Azure portal
  • Foundational programming proficiency in any contemporary language

Target Audience

  • Developers aiming to create AI-driven applications on Azure
  • Solution architects evaluating agent-based approaches for business operations
  • Technical professionals seeking a practical introduction to Azure AI agent development
 7 Hours

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