However, it is not clear to me how to change this piece of code I have: st.experimental_set_query_params(**qparms)
With the new st.query_params() function.
st.query_params(**qparms) is producing the following Exception: TypeError: 'QueryParamsProxy' object is not callable
st.query_params provides a dictionary-like interface to access query parameters in your app’s URL […]. st.query_params can be used with both key and attribute notation. For example, st.query_params.my_key and st.query_params["my_key"]
So st.query_params.key = value or st.query_params["key"] = value should do.