vinothchandar opened a new issue, #19261:
URL: https://github.com/apache/hudi/issues/19261

   ### Task Description
   
   **What needs to be done:**
   Surface vector/semantic search via the Trino Hudi connector (e.g. an ANN 
table function or similarity predicate), so one SQL surface serves structured, 
semantic, and full-text retrieval. Once available in SQL, the agent gateway 
picks it up through its existing guarded SQL tool (and potentially a dedicated 
semantic-search tool). Design spike first; RFC if it touches connector/format 
surfaces.
   
   **Why this task is needed:**
   Retrieval for AI workloads shouldn't require a second engine next to the 
lakehouse.
   
   ### Task Type
   Other
   
   ### Related Issues
   **Parent feature issue:** #19256
   


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