diff --git a/docs/user/widgets/lmfit_dialog/lmfit_dialog.md b/docs/user/widgets/lmfit_dialog/lmfit_dialog.md
index 8c0607cd..fb32be2d 100644
--- a/docs/user/widgets/lmfit_dialog/lmfit_dialog.md
+++ b/docs/user/widgets/lmfit_dialog/lmfit_dialog.md
@@ -4,8 +4,8 @@
 
 ````{tab} Overview
 
-The [`LMFit Dialog`](/api_reference/_autosummary/bec_widgets.widgets.dap.lmfit_dialog.lmfit_dialog.LMFitDialog) is a widget that is developed to be used together with the [`Waveform`](/api_reference/_autosummary/bec_widgets.widgets.plots.waveform.waveform_widget.Waveform) widget. The `Waveform` widget allows user to submit a fit request to BEC's [DAP server](https://bec.readthedocs.io/en/latest/developer/getting_started/architecture.html) choosing from a selection of [LMFit models](https://lmfit.github.io/lmfit-py/builtin_models.html#) to fit monitored data sources. The `LMFit Dialog` provides an interface to monitor these fits, including statistics and fit parameters in real time. 
-Within the `Waveform` widget, the dialog is accessible via the toolbar and will be automatically linked to the current waveform widget. For a more customised use, we can embed the `LMFit Dialog` in a larger GUI using the *BEC Designer*. In this case, one has to connect the [`update_summary_tree`](/api_reference/_autosummary/bec_widgets.widgets.dap.lmfit_dialog.lmfit_dialog.LMFitDialog.rst#bec_widgets.widgets.lmfit_dialog.lmfit_dialog.LMFitDialog.update_summary_tree) slot of the LMFit Dialog to the [`dap_summary_update`](/api_reference/_autosummary/bec_widgets.widgets.plots.waveform.waveform_widget.Waveform.rst#bec_widgets.widgets.plots.waveform.waveform_widget.Waveform.dap_summary_update) signal of the BECWaveformWidget to ensure its functionality. 
+The [`LMFit Dialog`](/api_reference/_autosummary/bec_widgets.widgets.dap.lmfit_dialog.lmfit_dialog.LMFitDialog) is a widget that is developed to be used together with the [`Waveform`](/api_reference/_autosummary/bec_widgets.widgets.plots.waveform.waveform.Waveform) widget. The `Waveform` widget allows user to submit a fit request to BEC's [DAP server](https://bec.readthedocs.io/en/latest/developer/getting_started/architecture.html) choosing from a selection of [LMFit models](https://lmfit.github.io/lmfit-py/builtin_models.html#) to fit monitored data sources. The `LMFit Dialog` provides an interface to monitor these fits, including statistics and fit parameters in real time. 
+Within the `Waveform` widget, the dialog is accessible via the toolbar and will be automatically linked to the current waveform widget. For a more customised use, we can embed the `LMFit Dialog` in a larger GUI using the *BEC Designer*. In this case, one has to connect the [`update_summary_tree`](/api_reference/_autosummary/bec_widgets.widgets.dap.lmfit_dialog.lmfit_dialog.LMFitDialog.rst#bec_widgets.widgets.lmfit_dialog.lmfit_dialog.LMFitDialog.update_summary_tree) slot of the LMFit Dialog to the [`dap_summary_update`](/api_reference/_autosummary/bec_widgets.widgets.plots.waveform.waveform_widget.Waveform.rst#bec_widgets.widgets.plots.waveform.waveform.Waveform.dap_summary_update) signal of the Waveform widget to ensure its functionality. 
 
 
 ## Key Features:
@@ -28,7 +28,7 @@ The `LMFit Dialog` widget can be connected to a `Waveform` widget to display fit
 It is also possible to directly connect the `dap_summary_update` signal of the `Waveform` widget to the `update_summary_tree` slot of the LMFit Dialog in Python.
 
 ```python
-waveform = BECWaveformWidget(...)
+waveform = Waveform(...)
 lmfit_dialog = LMFitDialog(...)
 waveform.dap_summary_update.connect(lmfit_dialog.update_summary_tree)