Red Hat AI

Centralize company knowledge with an Enterprise RAG Chatbot

Interactive demo•1 min•May 10, 2026

  Karl Eklund

Use retrieval-augmented generation (RAG) to enhance large language models with specialized data sources for more accurate and context-aware responses.

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About the author of this page

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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 ...