Do you use Kafka as data source for AI agents and RAG applications

Hey everyone, would love to know if you have a scenario where your rag apps/ agents constantly need fresh data to work, if yes why and how do you currently ingest realtime data for Kafka, What tools, database and frameworks do you use.