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

Thanks @vaibhavk1992 for the qs. 

1: yes. we plan to land skills and tools to make it really know Hudi internals 
even
2: i think CoW vs MoR should not matter. queries have same semantics.
3: fair. but even foundational models are really well-trained on Spark and Hudi 
already due to OSS proliferation. Less of an issue
4: We will support other formats, to the extent Hudi's pluggable tf feature 
does and the catalog/trino
5: These are precisely the reasons (gaps) to build this layer, so we can have 
the agent handle these real-world problems. I have filed some sub-issues for 
hardening and control. 
6: I think the model will do those already. its smart enough to check its own 
steps. (atleast claude was) 


GitHub link: 
https://github.com/apache/hudi/discussions/19264#discussioncomment-17666997

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