SBTB 2023: Chris Fregly, Implementing a Multi-Tenant Generative AI Chatbot.

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference 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. More details available here: https://www.scale.bythebay.io/post/chris-fregly-implementing-a-multi-tenant-generative-ai-chatbot-for-rag-based-workflows