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- **Description:** The correct Prompts for ZERO_SHOT_REACT were not being used in the `create_sql_agent` function. They were not using the specific `SQL_PREFIX` and `SQL_SUFFIX` prompts if client does not provide any prompts. This is fixed. - **Issue:** #23585 --------- Co-authored-by: ccurme <chester.curme@gmail.com>