diff --git a/FT2C-EZmaster/public/v1/en/classify.ini b/FT2C-EZmaster/public/v1/en/classify.ini
index e5aa166..de43fb5 100644
--- a/FT2C-EZmaster/public/v1/en/classify.ini
+++ b/FT2C-EZmaster/public/v1/en/classify.ini
@@ -34,7 +34,8 @@
 
 #------------------------  pretraitement nlptools -----------------
 [expand/URLConnect]
-url = https://nlp-tools-1.services.inist.fr/v1/en/postagger/analyze?output=doc
+#url = https://nlp-tools-1.services.inist.fr/v1/en/postagger/analyze?output=doc
+url = http://nlptools-02.tdmservices.intra.inist.fr/v1/en/postagger/analyze?output=doc&param=%7B%22POStagger%22%3A%20%7B%22POS_whitelist%22%3A%5B%22ADJ%22%2C%22NOUN%22%2C%20%22PROPN%22%5D%7D%7D
 
 #------------------------  prediction du code de classement -------
 [expand/exec]
diff --git a/NLP_tools-EZmaster/test_EZ/run_test_NLPtools_EZ.py b/NLP_tools-EZmaster/test_EZ/run_test_NLPtools_EZ.py
index 6c2de6c..0abd5f4 100755
--- a/NLP_tools-EZmaster/test_EZ/run_test_NLPtools_EZ.py
+++ b/NLP_tools-EZmaster/test_EZ/run_test_NLPtools_EZ.py
@@ -1,4 +1,7 @@
 #!/usr/bin/env python3
+#
+#  Batterie de test les webservices nlptools
+#
 # -*- coding: utf-8 -*-
 # usage : 
 #    python3 run_test_NLPtools_EZ.py
@@ -14,7 +17,10 @@
 # uri="http://nlptools-02.tdmservices.intra.inist.fr"
 # prod
 uri_prod="https://nlp-tools-1.services.inist.fr"
+#"http://vptdmservices.intra.inist.fr:35268/"
 uri_dev="http://nlptools-02.tdmservices.intra.inist.fr"
+
+#changer la valeur de uri pour pointer vers la dev ou la prod
 uri=uri_dev
 
 # parameter
@@ -32,12 +38,12 @@
     if language == "en":
         engines=["postagger", "stemmer", "npchunker", "npchunkerdp", "termmatcher", "ner"]
         doc="""[
-            {"id":"PhnlUo_d6LoJPLN3YUjh5qBLc","value":"Non-local effects by homogenization or 3D–1D dimension reduction in elastic materials reinforced by stiff fibers.We first consider an elastic thin heterogeneous cylinder of radius of order ε: the interior of the cylinder is occupied by a stiff material (fiber) that is surrounded by a soft material (matrix). By assuming that the elasticity tensor of the fiber does not scale with ε and that of the matrix scales with ε2, we prove that the one dimensional model is a nonlocal system.We then consider a reference configuration domain filled out by periodically distributed rods similar to those described above. We prove that the homogenized model is a second order nonlocal problem.In particular, we show that the homogenization problem is directly connected to the 3D–1D dimensional reduction problem."},
+            {"id":"PhnlUo_d6LoJPLN3YUjh5qBLc","value":"Non-local effects by homogenization or 3D–1D dimension reduction in elastic materials reinforced by stiff fibers.We first consider an elastic thin heterogeneous cylinder of radius of order ε: the interior of the cylinder is occupied by a stiff material (fiber) that is surrounded by a soft material (matrix). By assuming that the elasticity tensor of the fiber does not scale with ε and that of the matrix scales with ε2, we prove that the one dimensional model is a nonlocal system.We then consider a reference configuration domain filled out by periodically distributed rods similar to those described above. We prove that the homogenized model is a second order nonlocal problem.In particular, we show that the homogenization problem is directly connected to the 3D–1D dimensional reduction problem."}
             ]"""
     else:
         engines=["postagger", "stemmer"]
         doc="""[
-            {"id":"xBKeVishRTsAqsdsqJn5YWo0HpuD","value":"Le déplacement chimique des carbones en phase gazeuse et en fonction de la concentration dans dix-neuf solvants dans le but de séparer les différents termes de constante dus aux interactions"},
+            {"id":"xBKeVishRTsAqsdsqJn5YWo0HpuD","value":"Le déplacement chimique des carbones en phase gazeuse et en fonction de la concentration dans dix-neuf solvants dans le but de séparer les différents termes de constante dus aux interactions"}
             ]"""
 
     for engine in engines: