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Make sure inputs adhere to state type.
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@@ -216,7 +216,10 @@ class Flow(Generic[T], metaclass=FlowMeta):
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if isinstance(self._state, BaseModel):
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# Structured state management
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try:
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self._state = self._state.model_copy(update=inputs)
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# Create a new instance with updated values to ensure validation
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self._state = self._state.__class__(
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**{**self._state.model_dump(), **inputs}
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)
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except ValidationError as e:
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raise ValueError(f"Invalid inputs for structured state: {e}") from e
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elif isinstance(self._state, dict):
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