Building GenAI applications using serverless architecture and data streaming (2024-08)

Join Redpanda and a guest from Amazon Web Services (AWS) for a virtual hands-on workshop on the essential tech stack for building GenAI applications with event-driven architectures (EDA), serverless compute, and data streaming. We will build an interactive game with AI-driven characters using 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