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

I think a lot of good points are already added, local inference part is awesome,
 if the LLM capability is for data engineers/maintainers this should be great, 
for business users and data analyst there should be a way to ground the answers 
in business rules, since "how much did each city make total" would have a 
definite way in which a data analyst or business user would want the 
calculation to go, and sometimes those information is not completely 
communicated via just the catalog knowledge only
 may be a way to define business rules for a metric in catalog or somewhere 
else now that we expect LLMs to have the complete context

GitHub link: 
https://github.com/apache/hudi/discussions/19264#discussioncomment-17672850

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