AgGrid - aggrid always reload when other streamlit widgets changing

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hi, my friends.
I’m using aggrid in my streamlit application, but there is a issue make me confused.
I defined a function to build aggrid, use streamlit input wedgets to display the selected data. when I change the input wedgets value, aggrid always reload !
I try to use ‘st.cache’ and ‘st.experimental_memo’ before the function, but it doesn’t work and the aggrid doesn’t show up.

is there any solution？

@st.cache(suppress_st_warning=True)
def aggrid_builder(df: pd.DataFrame) -> dict:
    builder = GridOptionsBuilder.from_dataframe(df)
    builder.configure_pagination(enabled=True, paginationAutoPageSize=False, paginationPageSize=15)
    builder.configure_selection(selection_mode='single', use_checkbox=True)
    go = builder.build()
    response = AgGrid(
        df, 
        gridOptions=go, 
        enable_enterprise_modules=False,
        update_mode=GridUpdateMode.MODEL_CHANGED,
        data_return_mode=DataReturnMode.FILTERED_AND_SORTED,
        fit_columns_on_grid_load=False
        )
    return response['selected_rows']

def edit_form(response: dict):
    # some input wedgets to display "response" and change value