diff --git a/exposition/embedded_model/formation_indus_ds_avancee-1.1-py3-none-any.whl b/exposition/embedded_model/formation_indus_ds_avancee-1.2-py3-none-any.whl
similarity index 52%
rename from exposition/embedded_model/formation_indus_ds_avancee-1.1-py3-none-any.whl
rename to exposition/embedded_model/formation_indus_ds_avancee-1.2-py3-none-any.whl
index f9ed180..03b59b1 100644
Binary files a/exposition/embedded_model/formation_indus_ds_avancee-1.1-py3-none-any.whl and b/exposition/embedded_model/formation_indus_ds_avancee-1.2-py3-none-any.whl differ
diff --git a/exposition/embedded_model/requirements.txt b/exposition/embedded_model/requirements.txt
index fd5f685..5df37f6 100644
--- a/exposition/embedded_model/requirements.txt
+++ b/exposition/embedded_model/requirements.txt
@@ -1,3 +1,3 @@
-formation_indus_ds_avancee-1.1-py3-none-any.whl
+formation_indus_ds_avancee-1.2-py3-none-any.whl
 pandas==1.5.2
-streamlit==1.17.0
+streamlit==1.23.1
diff --git a/exposition/exposing_predictions/requirements.txt b/exposition/exposing_predictions/requirements.txt
index 3ad480f..59215ee 100644
--- a/exposition/exposing_predictions/requirements.txt
+++ b/exposition/exposing_predictions/requirements.txt
@@ -1,2 +1,2 @@
 pandas==1.5.2
-streamlit==1.17.0
+streamlit==1.23.1
diff --git a/exposition/model_as_a_service/formation_indus_ds_avancee-1.1-py3-none-any.whl b/exposition/model_as_a_service/formation_indus_ds_avancee-1.2-py3-none-any.whl
similarity index 52%
rename from exposition/model_as_a_service/formation_indus_ds_avancee-1.1-py3-none-any.whl
rename to exposition/model_as_a_service/formation_indus_ds_avancee-1.2-py3-none-any.whl
index f9ed180..03b59b1 100644
Binary files a/exposition/model_as_a_service/formation_indus_ds_avancee-1.1-py3-none-any.whl and b/exposition/model_as_a_service/formation_indus_ds_avancee-1.2-py3-none-any.whl differ
diff --git a/exposition/model_as_a_service/requirements-app.txt b/exposition/model_as_a_service/requirements-app.txt
index 3ad480f..59215ee 100644
--- a/exposition/model_as_a_service/requirements-app.txt
+++ b/exposition/model_as_a_service/requirements-app.txt
@@ -1,2 +1,2 @@
 pandas==1.5.2
-streamlit==1.17.0
+streamlit==1.23.1
diff --git a/exposition/model_as_a_service/requirements-inference-service.txt b/exposition/model_as_a_service/requirements-inference-service.txt
index 15c4513..049c0ea 100644
--- a/exposition/model_as_a_service/requirements-inference-service.txt
+++ b/exposition/model_as_a_service/requirements-inference-service.txt
@@ -1,2 +1,2 @@
 Flask==2.2.2
-formation_indus_ds_avancee-1.1-py3-none-any.whl
+formation_indus_ds_avancee-1.2-py3-none-any.whl