diff --git a/docs/pyomo.rst b/docs/pyomo.rst
index f6d1d5271..caa00841e 100644
--- a/docs/pyomo.rst
+++ b/docs/pyomo.rst
@@ -53,7 +53,7 @@ First of all, you declare and attach components to the model, those components a
 Next, you will fill in the containers using the :code:`create_instance()` method.
 The :code:`create_instance()` method allows you to take the abstract model and optional data and returns a new :code:`ConcreteModel` instance.
 You are recommended to use :code:`DataPortal` in Pyomo to load data in various format.
-You may refer to the `Pyomo documentation <https://pyomo.readthedocs.io/en/stable/working_abstractmodels/data/dataportals.html>`_ for the details.
+You may refer to the `Pyomo documentation <https://pyomo.readthedocs.io/en/stable>`_ for the details.
 
 
 .. literalinclude:: ../nevergrad/functions/pyomo/test_pyomo_doc.py
@@ -63,4 +63,4 @@ You may refer to the `Pyomo documentation <https://pyomo.readthedocs.io/en/stabl
     :end-before: DOC_ABSTRACT_101
 
 
-.. [Hart2011] Hart, William E., Jean-Paul Watson, and David L. Woodruff. “Pyomo: modeling and solving mathematical programs in Python.” Mathematical Programming Computation 3, no. 3 (2011): 219-260.
\ No newline at end of file
+.. [Hart2011] Hart, William E., Jean-Paul Watson, and David L. Woodruff. “Pyomo: modeling and solving mathematical programs in Python.” Mathematical Programming Computation 3, no. 3 (2011): 219-260.