GitHub user vinishjail97 added a comment to the discussion: [DISCUSS] New 
Agentic lakehouse module & built-in AI agent gateway

This is a really exciting direction. The self-hostable, local-inference-first 
design is what stands out most to me — being able to deploy open-source LLM 
models (via Ollama out of the box, and vLLM for higher-throughput serving) 
means teams can bring agentic capabilities to their lakehouse without shipping 
data or queries off to a third-party API provider. That's a big deal for anyone 
with data-residency, privacy, or cost constraints.

+1 on the direction.

GitHub link: 
https://github.com/apache/hudi/discussions/19264#discussioncomment-17624487

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