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

Thanks. 

On 1 : We may need to integrate it with more tools for ontology and semantics. 
TBD.
On 2: The loading of data itself is driven by tool calls. 1M tokens is not much 
to hold a lakehouse table. In practice, most models only retail parts of the 
result as they deem relevant for the session. This is orthogonal to our 
discussion - IIUC its a model concern.

GitHub link: 
https://github.com/apache/hudi/discussions/19264#discussioncomment-17629697

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