Build GenAI apps with serverless architecture and data streaming

Join Tyler Rockwood from Redpanda and David Lamb from Amazon Web Services for an interactive virtual workshop. Gain hands-on experience with the essential technology stack for building GenAI applications using event-driven architectures (EDA), serverless compute, and data streaming. You'll develop an interactive game featuring AI-driven characters, utilizing AWS Lambda, Amazon Bedrock, and Redpanda streaming data.

Agenda:

• Introduction to Serverless EDA (80mins)
  
  • Why use serverless and event-driven architecture for GenAI apps
  • Overview of Redpanda streaming, AWS Lambda, and Amazon Bedrock
  • Hands-On Tutorial: Chat with a non-player character (NPC) powered by a serverless GenAI application
• Deep Dive into RAG (70mins)
  
  • RAG framework and its significance in enhancing GenAI applications
  • Role of streaming data for real-time GenAI applications
  • Hands-On Tutorial: Integrating RAG into the game