garvit-arora commented on PR #74419:
URL: https://github.com/apache/airflow/pull/74419#issuecomment-6111862399

   Hi @dhanusharer — zozo123 asked us to consolidate the overlapping Genie hook 
work into one PR. Your original hook commit is preserved as the first 
contribution in #74517. I propose using this earlier PR (#74419) as the landing 
PR and carrying over the additional safeguards from commit `0b9c37c5` in 
#74517: bounded structured results and IDs, no retry of ambiguous POSTs, direct 
hook use without Common AI, the standard `ManagedAgentToolset` example with 
`max_retries=0`, and focused tests and docs. The commit is based on your hook 
and retains your attribution.
   
   Would you be willing to incorporate those changes here? I can help resolve 
conflicts or supply a focused patch. Once the work is consolidated and 
preserved in one PR, I will close #74517. The real Databricks workspace run and 
passing targeted pytest are still outstanding, so I am not asking for merge yet.
   
   ---
   Drafted-by: Codex (GPT-6) (no human review before posting)
   


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