Chris Fregly is a Principal Solution Architect focused on Generative AI Startups at AWS. He is the author of O'Reilly's "Generative AI on AWS" and "Data Science on AWS" and founder of the global Generative AI on AWS meetup series.
Implementing a Multi-Tenant Generative AI Chatbot for RAG-based Workflows with LangChain and Kubernetes.
In this talk, I will break down various patterns and best practices for implementing a multi-tenant chatbot using retrieval-augmented generation (RAG) workflows on your private data along with Kubernetes, LangChain, and Amazon Bedrock. The talk will include a live demonstration as well as a public Github repo to reproduce on your own.