Thank you for your comment. It is working fine now.

def shap_plot(j):
explainerModel = shap.TreeExplainer(model)
shap_values_Model = explainerModel.shap_values(S)
p = shap.force_plot(explainerModel.expected_value, shap_values_Model[j], S.iloc[[j]])
return(p)