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Course Outline
Introduction to LLM Agents and AutoGen Studio for Government
- What are multi-agent systems?
- Overview of AutoGen and AutoGen Studio for government applications
- Understanding the visual design interface for efficient development
Planning Agent-Based Workflows for Government Operations
- Identifying business use cases for agent collaboration in public sector operations
- Mapping user goals to agent interactions for effective service delivery
- Designing task flows and triggers to enhance operational efficiency
Creating and Configuring Agents for Government Use
- Assigning agent roles and behaviors to meet specific public sector needs
- Writing effective prompts and goals to ensure clear communication and action
- Using predefined versus custom agent templates to optimize development time
Managing Multi-Agent Communication for Government Projects
- Designing message passing and coordination to support seamless collaboration
- Controlling agent turn-taking and logic paths to maintain orderly processes
- Creating agent groups and dependencies to enhance task management
Error Handling and Response Management for Government Applications
- Handling missing inputs and fallbacks to ensure robust performance
- Logging and reviewing conversation flows for continuous improvement
- Refining logic based on agent feedback to enhance reliability
No-Code Deployment and Testing for Government Workflows
- Running workflows in AutoGen Studio to facilitate rapid deployment
- Debugging using visual execution history to identify and resolve issues
- Adjusting workflows based on test results to ensure optimal performance
Real-World Use Cases and Best Practices for Government Applications
- Internal workflow automation (e.g., summarization, approvals) to streamline operations
- Building product prototypes with AI logic to innovate public services
- Tips for scalable and reusable agent design to support long-term projects
Summary and Next Steps for Government Implementation
Requirements
- An understanding of AI or automation concepts for government
- Comfort with visual tools and process modeling
- No prior coding experience required
Audience
- Product managers
- Business analysts
- Innovation teams and non-coders
14 Hours
Testimonials (1)
Trainer responding to questions on the fly.
