Apache Kafka as Mission Critical Data Fabric for GenAI

Apache Kafka serves thousands of enterprises as the mission-critical and scalable real-time data fabric for machine learning infrastructures. The evolution of Generative AI (GenAI) with large language models (LLM) like ChatGPT changed how people think about intelligent software and automation. This blog post explains the relationship between data streaming and GenAI and shows the enormous opportunities and some early adopters of GenAI beyond the buzz.

data streaming as data fabric for generative AI

Generative AI (GenAI) and Data Streaming

Let’s set the context first to have the same understanding of the buzzwords.