Building intelligent agent workflows

Overview

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This course is designed for developers who have already built basic agents and are ready to create sophisticated, domain-specific AI solutions. You'll move from visual development to code, learning to build context-aware agents for sensitive domains like healthcare. By the end of this course, you will be able to: - Create a medical information agent with appropriate safety boundaries and disclaimers. - Transition from UI-based agents to programmatic development using Azure Functions. - Implement enterprise-grade automation and approval workflows with Logic Apps. - Configure advanced language understanding and conversation management. - Build comprehensive test suites for production AI systems, including compliance and security considerations.

Syllabus

Azure AI services integration

Specialize your agent development skills by creating a medical information assistant with appropriate safety boundaries and compliance considerations. You'll explore the full Azure AI Services ecosystem, test healthcare-specific implementations, and develop a strategic approach to service selection based on domain requirements.

Advanced language understanding

Learn about sophisticated language processing by implementing medical terminology understanding, context-aware conversations, and intelligent information retrieval. You'll configure intent recognition for symptoms and procedures, maintain conversation context across interactions, and integrate Azure AI Search while understanding the limitations of UI-based approaches.

Advanced agent orchestration and programmatic development

Transition from visual development to code as you implement Azure Functions for complex agent behaviors and external API integrations. You'll build custom medical tools for symptom analysis and drug lookups, orchestrate multi-step workflows, and understand when programmatic development becomes essential for advanced capabilities.

Production workflows and testing

Implement automation using Logic Apps for patient intake workflows and approval processes with proper error handling. You'll create reliable systems with human oversight, build comprehensive test suites for healthcare scenarios, and understand the testing requirements unique to production AI systems.