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Building GenAI applications using serverless architecture and data streaming

Thursday, August 15th, 2024
9:00am-11:30am PT | 12:00-2:30pm ET


Join Redpanda and AWS teams 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.


  • 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

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