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AI Agentic Design Patterns with AutoGen - Syllabus
Introduction
Overview of AutoGen framework and agentic design patterns
Course objectives and key concepts
Multi-Agent Conversation and Stand-up Comedy
Building a conversation between agents using “ConversableAgent”
Creating a two-agent comedy chat as an example
Sequential Chats and Customer Onboarding
Using multi-agent collaboration for customer onboarding tasks
Code examples for sequential agent interactions
Reflection and Blogpost Writing
Using agent reflection to create a high-quality blog post
Implementing nested chats with review agents
Tool Use and Conversational Chess
Building a chess game with tool use design pattern
Agents making moves on a chessboard and using tools
Coding and Financial Analysis
Agents generating code for financial analysis tasks
Integrating user-defined functions into agent-generated code
Planning and Stock Report Generation
Using a planning agent for generating detailed stock reports
Customizing conversation flow among agents
Conclusion
Recap of agentic design patterns and practical applications
Future steps with multi-agent systems and AutoGen