VIRTUAL WORKSHOP
Building GenAI applications using serverless architecture and data streaming
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
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Christina Lin
Developer Advocacy
Developer Advocacy
Redpanda
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David Lamb
Solutions Architect
AWS
AWS