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Description
Description of the bug:

While state's reasoning_model
is None, graph will get reasoning_model
from configuration. But configuration didn't set it.
Actual vs expected behavior:

After add configuration field, it looks good.
Any other information you'd like to share?
reasoning_model: str = Field(
default="gemini-2.5-flash-preview-04-17",
metadata={
"description": "The name of the language model to use for the agent's reasoning."
},
)
No response
jansony1, Yuki-bach, tvoilex and rajshah4
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