diff --git a/charts/jupyter-pyspark/Chart.yaml b/charts/jupyter-pyspark/Chart.yaml
index 636cd0ad..1877e576 100644
--- a/charts/jupyter-pyspark/Chart.yaml
+++ b/charts/jupyter-pyspark/Chart.yaml
@@ -24,7 +24,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 3.1.1
+version: 3.1.2
 dependencies:
   - name: library-chart
     version: 2.0.3
diff --git a/charts/jupyter-pyspark/values.schema.json b/charts/jupyter-pyspark/values.schema.json
index 354b8583..65ddac6b 100644
--- a/charts/jupyter-pyspark/values.schema.json
+++ b/charts/jupyter-pyspark/values.schema.json
@@ -24,7 +24,7 @@
               "title": "Name of the service's Docker image",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-jupyter-pyspark:py3.13.11-spark4.1.1",
+                "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.12.12-spark4.1.1",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.13.8-spark3.5.7",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.12.12-spark3.5.7"
@@ -34,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.13.11-spark4.1.1"
+              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1"
             },
             "custom": {
               "title": "Custom image",
diff --git a/charts/jupyter-pyspark/values.yaml b/charts/jupyter-pyspark/values.yaml
index 8e9c567d..e9edd4ed 100644
--- a/charts/jupyter-pyspark/values.yaml
+++ b/charts/jupyter-pyspark/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.11-spark4.1.1"
+    version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.11-spark4.1.1"
+      version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1"
 
 spark:
   ui: false
diff --git a/charts/jupyter-python/Chart.yaml b/charts/jupyter-python/Chart.yaml
index 2807d9ff..6ad036f1 100644
--- a/charts/jupyter-python/Chart.yaml
+++ b/charts/jupyter-python/Chart.yaml
@@ -22,7 +22,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 2.4.1
+version: 2.4.2
 dependencies:
   - name: library-chart
     version: 2.0.3
diff --git a/charts/jupyter-python/values.schema.json b/charts/jupyter-python/values.schema.json
index 897f9eeb..74be3455 100644
--- a/charts/jupyter-python/values.schema.json
+++ b/charts/jupyter-python/values.schema.json
@@ -24,7 +24,7 @@
               "title": "Name of the service's Docker image",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-jupyter-python:py3.13.11",
+                "inseefrlab/onyxia-jupyter-python:py3.13.12",
                 "inseefrlab/onyxia-jupyter-python:py3.12.12"
               ],
               "render": "list",
@@ -32,7 +32,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-jupyter-python:py3.13.11"
+              "default": "inseefrlab/onyxia-jupyter-python:py3.13.12"
             },
             "custom": {
               "title": "Custom image",
@@ -49,7 +49,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-jupyter-python:py3.13.11",
+                  "default": "inseefrlab/onyxia-jupyter-python:py3.13.12",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/jupyter-python/values.yaml b/charts/jupyter-python/values.yaml
index 22acc893..fc0d60d0 100644
--- a/charts/jupyter-python/values.yaml
+++ b/charts/jupyter-python/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-jupyter-python:py3.13.7"
+    version: "inseefrlab/onyxia-jupyter-python:py3.13.12"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-python:py3.13.7"
+      version: "inseefrlab/onyxia-jupyter-python:py3.13.12"
 
 security:
   password: "changeme"
diff --git a/charts/vscode-pyspark/Chart.yaml b/charts/vscode-pyspark/Chart.yaml
index 6fcaa88e..bfe8cf8a 100644
--- a/charts/vscode-pyspark/Chart.yaml
+++ b/charts/vscode-pyspark/Chart.yaml
@@ -24,7 +24,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 3.1.0
+version: 3.1.1
 dependencies:
   - name: library-chart
     version: 2.0.3
diff --git a/charts/vscode-pyspark/values.schema.json b/charts/vscode-pyspark/values.schema.json
index 6b6271ca..bc66b6e2 100644
--- a/charts/vscode-pyspark/values.schema.json
+++ b/charts/vscode-pyspark/values.schema.json
@@ -24,7 +24,7 @@
               "title": "Name of the service's Docker image",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-vscode-pyspark:py3.13.11-spark4.1.1",
+                "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1",
                 "inseefrlab/onyxia-vscode-pyspark:py3.12.12-spark4.1.1",
                  "inseefrlab/onyxia-vscode-pyspark:py3.13.8-spark3.5.7",
                 "inseefrlab/onyxia-vscode-pyspark:py3.12.12-spark3.5.7"
@@ -34,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.11-spark4.1.1"
+              "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1"
             },
             "custom": {
               "title": "Custom image",
@@ -51,7 +51,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.11-spark4.1.1",
+                  "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/vscode-pyspark/values.yaml b/charts/vscode-pyspark/values.yaml
index 22f32fbc..73fca9ce 100644
--- a/charts/vscode-pyspark/values.yaml
+++ b/charts/vscode-pyspark/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-vscode-pyspark:py3.13.11-spark4.1.1"
+    version: "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-pyspark:py3.13.11-spark4.1.1"
+      version: "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1"
 
 spark:
   ui: false
diff --git a/charts/vscode-python/Chart.yaml b/charts/vscode-python/Chart.yaml
index a79a15c1..a0884b0f 100644
--- a/charts/vscode-python/Chart.yaml
+++ b/charts/vscode-python/Chart.yaml
@@ -22,7 +22,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 2.5.0
+version: 2.5.1
 dependencies:
   - name: library-chart
     version: 2.0.3
diff --git a/charts/vscode-python/values.schema.json b/charts/vscode-python/values.schema.json
index ee262d8f..4b52d7c1 100644
--- a/charts/vscode-python/values.schema.json
+++ b/charts/vscode-python/values.schema.json
@@ -23,9 +23,9 @@
             "version": {
               "title": "Name of the service's Docker image",
               "type": "string",
-              "default": "inseefrlab/onyxia-vscode-python:py3.13.11",
+              "default": "inseefrlab/onyxia-vscode-python:py3.13.12",
               "listEnum": [
-                "inseefrlab/onyxia-vscode-python:py3.13.11",
+                "inseefrlab/onyxia-vscode-python:py3.13.12",
                 "inseefrlab/onyxia-vscode-python:py3.12.12"
               ],
               "render": "list",
@@ -49,7 +49,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-vscode-python:py3.13.11",
+                  "default": "inseefrlab/onyxia-vscode-python:py3.13.12",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/vscode-python/values.yaml b/charts/vscode-python/values.yaml
index f9b4abdd..33010588 100644
--- a/charts/vscode-python/values.yaml
+++ b/charts/vscode-python/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-vscode-python:py3.13.11"
+    version: "inseefrlab/onyxia-vscode-python:py3.13.12"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-python:py3.13.11"
+      version: "inseefrlab/onyxia-vscode-python:py3.13.12"
 
 security:
   password: "changeme"