Centralize company knowledge with an Enterprise RAG Chatbot

Interactive demo•1 min• Red Hat AI

Published on May 10, 2026 by Karl Eklund

Use retrieval-augmented generation (RAG) to enhance large language models with specialized data sources for more accurate and context-aware responses.
A 3D AI platform icon, next to a cloud and a targeted cursor
Next steps Related resources & demos Feedback

Next steps

Explore additional resources to continue your learning journey:

Blog post
Blog post
Blog post
Analyst material
Analyst material
Interactive demo

Automate mortgage lending with multi-agent AI

Learn how multi-agent AI automates mortgage lending workflows. See AI agents collaborate on loan processing, risk assessment, and automated decision-making.

2 mins

Red Hat AI

 Interactive demo

Welcome to Digital Lemonade Stand

Learn about Digital Lemonade Stand, an interactive AI demonstration. Learn AI concepts through hands-on business simulation and engaging educational experiences.

1 min

Red Hat AI

We'd like to hear from you

We welcome your thoughts on our interactive demos at Red Hat. We're committed to delivering engaging, hands-on learning resources, and your input helps us continue to improve our offerings.

Share feedback
A woman wearing a Red Hat hoodie and headphones smiles while using a laptop

About the author of this page

Karl Eklund headshot

Karl Eklund

Principal Architect

Karl Eklund is a Principal Architect aligning customer goals to solutions provided by the open source community and commercial vendors within the Red Hat OpenShift Data Science platform. Prior to joining Red Hat, Karl advised technology leaders on enterprise data and technology strategies and built ...