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aws-samples/sample-once-upon-agentic-ai

Once Upon Agentic AI: A Developer's Epic Journey into the Strands SDK

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"Roll for Initiative... in Python!"

Welcome, brave adventurer, to the ultimate Strands framework quest! This comprehensive workshop will transform you from a coding apprentice into a master of AI agent orchestration. Through five epic chapters, you'll learn to create, equip, and command digital companions that can think, act, and collaborate like a legendary adventuring party. Follow the instructions in the following workshop.

� ️ The Complete Adventure Map

Your journey through the realms of AI agents is carefully structured as a progressive quest. Each chapter builds upon the previous one - complete them in order to unlock the full power of Strands!

Complete the prerequisites before going on an adventure!

Master the fundamental ritual of agent creation

  • Learn what Strands is and how it works
  • Summon your first AI companion
  • Configure models and system prompts
  • Understand the core concepts of agent development

Equip your agents with built-in magical tools

  • Discover Strands' powerful built-in tool library
  • Learn how agents autonomously choose and use tools
  • Master web scraping and information gathering
  • Understand tool consent and safety mechanisms

Forge your own custom tools and enchantments

  • Transform Python functions into agent tools
  • Create the legendary Dice of Destiny
  • Master the @tool decorator and documentation
  • Build domain-specific capabilities

Connect to external realms through Model Context Protocol

  • Build and deploy MCP servers
  • Create MCP clients for agent integration
  • Understand distributed tool architectures
  • Master external service connections

Command multiple agents in perfect harmony

  • Build a complete multi-agent D&D system
  • Master Agent-to-Agent (A2A) communication
  • Orchestrate specialized agents working together
  • Create complex distributed AI applications

🎲 The Adventure Never Ends...

Remember, the most epic adventures are the ones you create yourself. Whether you're building the next great AI application or just exploring the boundaries of what's possible, you now have the tools and knowledge to make it happen.

May your agents be wise, your tools be sharp, and your code compile on the first try! 🎲✨


"The best way to predict the future is to build the agents that will create it." - Modern Developer Wisdom

Happy coding, Agent Master! 🐉⚔️🧙‍♂️

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