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Thank you, @lpxiangyan9, for bringing this to our attention.
The utilization of few-shot examples in Dataherald_SQLAgent differs from other SQL generators (others use a predefined fix number of examples but Dataherald_SQLAgent has a dynamic number of few-shot samples). Consequently, we had to retrieve the few-shot samples within the agent, despite having initially passed them to the agent. We have to consider remove passing the context to the tools for better efficiency. I would appreciate your suggestion on this matter if you have other solutions. Thanks
for example:
in dataherald_sqlagent.py method get tools() every tool set context but not used
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