Everyone is building RAG. But the real question is what comes next. At NVIDIA GTC, I spoke with Jay Wilder from deepset, makers of Haystack, and the focus was clear. Moving from RAG to agents. Deepset, the team behind Haystack, is helping developers build flexible AI systems where you can choose your models, data, and guardrails.

What stood out was their demo. They showed how RAG pipelines can evolve into agent-based systems by integrating across ecosystems like AWS, NVIDIA, and tools like Weights & Biases. This is where things get real.

In banking, workflows that took weeks are now being done in hours.

In pharma, teams are testing and iterating on complex data pipelines much faster.

And all of this is built with flexibility in mind. Not locked into one stack. With Amazon Web Services (AWS) as a long-time partner and availability through AWS Marketplace, it is becoming easier for teams to get started and scale.

This is the shift I am seeing. From static pipelines to adaptive AI systems.

#data #ai #awspartner #NVIDIAGTC #deepset #api #haystack #theravitshow