diff --git a/charts/jupyter-pyspark/Chart.yaml b/charts/jupyter-pyspark/Chart.yaml
index 909be1e98..038a3bbb0 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: 3.1.4
+version: 3.1.5
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/jupyter-pyspark/values.schema.json b/charts/jupyter-pyspark/values.schema.json
index 75432dab4..4aaa54497 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:py3.13.12-spark4.1.1",
+                "inseefrlab/onyxia-jupyter-pyspark:py3.13.13-spark4.1.1",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.12.13-spark4.1.1",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.13.8-spark3.5.7",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.12.13-spark3.5.7"
@@ -34,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1"
+              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.13.13-spark4.1.1"
             },
             "custom": {
               "title": "Custom image",
diff --git a/charts/jupyter-pyspark/values.yaml b/charts/jupyter-pyspark/values.yaml
index e9edd4ed1..8182573bb 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:py3.13.12-spark4.1.1"
+    version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.13-spark4.1.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.12-spark4.1.1"
+      version: "inseefrlab/onyxia-jupyter-pyspark:py3.13.13-spark4.1.1"
 
 spark:
   ui: false
diff --git a/charts/jupyter-python/Chart.yaml b/charts/jupyter-python/Chart.yaml
index 9a40cce2a..9ba19cf86 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: 2.4.7
+version: 2.4.8
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/jupyter-python/values.schema.json b/charts/jupyter-python/values.schema.json
index 49dcbe783..35f6f61f8 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:py3.13.12",
+                "inseefrlab/onyxia-jupyter-python:py3.13.13",
                 "inseefrlab/onyxia-jupyter-python:py3.12.13"
               ],
               "render": "list",
@@ -32,7 +32,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-jupyter-python:py3.13.12"
+              "default": "inseefrlab/onyxia-jupyter-python:py3.13.13"
             },
             "custom": {
               "title": "Custom image",
@@ -49,7 +49,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-jupyter-python:py3.13.12",
+                  "default": "inseefrlab/onyxia-jupyter-python:py3.13.13",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/jupyter-python/values.yaml b/charts/jupyter-python/values.yaml
index fc0d60d0f..bef09f101 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:py3.13.12"
+    version: "inseefrlab/onyxia-jupyter-python:py3.13.13"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-python:py3.13.12"
+      version: "inseefrlab/onyxia-jupyter-python:py3.13.13"
 
 security:
   password: "changeme"
diff --git a/charts/rstudio-sparkr/Chart.yaml b/charts/rstudio-sparkr/Chart.yaml
index b08f97a3f..ad61ad18d 100644
--- a/charts/rstudio-sparkr/Chart.yaml
+++ b/charts/rstudio-sparkr/Chart.yaml
@@ -23,7 +23,7 @@ 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: 3.1.3
+version: 3.1.4
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/rstudio-sparkr/values.schema.json b/charts/rstudio-sparkr/values.schema.json
index a2a82c9f6..9932a615c 100644
--- a/charts/rstudio-sparkr/values.schema.json
+++ b/charts/rstudio-sparkr/values.schema.json
@@ -24,8 +24,8 @@
               "title": "Name of the service's Docker image",
               "type": "string",
               "listEnum": [
+                "inseefrlab/onyxia-rstudio-sparkr:r4.6.0-spark4.1.1",
                 "inseefrlab/onyxia-rstudio-sparkr:r4.5.3-spark4.1.1",
-                "inseefrlab/onyxia-rstudio-sparkr:r4.4.3-spark4.1.1",
                 "inseefrlab/onyxia-rstudio-sparkr:r4.5.2-spark3.5.7",
                 "inseefrlab/onyxia-rstudio-sparkr:r4.4.3-spark3.5.7"
               ],
@@ -34,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-rstudio-sparkr:r4.5.3-spark4.1.1"
+              "default": "inseefrlab/onyxia-rstudio-sparkr:r4.6.0-spark4.1.1"
             },
             "custom": {
               "title": "Custom image",
diff --git a/charts/rstudio-sparkr/values.yaml b/charts/rstudio-sparkr/values.yaml
index 85707bd82..d13d985cc 100644
--- a/charts/rstudio-sparkr/values.yaml
+++ b/charts/rstudio-sparkr/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-rstudio-sparkr:r4.5.3-spark4.1.1"
+    version: "inseefrlab/onyxia-rstudio-sparkr:r4.6.0-spark4.1.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-rstudio-sparkr:r4.5.3-spark4.1.1"
+      version: "inseefrlab/onyxia-rstudio-sparkr:r4.6.0-spark4.1.1"
 
 spark:
   ui: false
diff --git a/charts/rstudio/Chart.yaml b/charts/rstudio/Chart.yaml
index fd0308f42..a39cabcfc 100644
--- a/charts/rstudio/Chart.yaml
+++ b/charts/rstudio/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: 2.4.5
+version: 2.4.6
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/rstudio/values.schema.json b/charts/rstudio/values.schema.json
index dee763006..48e09b06a 100644
--- a/charts/rstudio/values.schema.json
+++ b/charts/rstudio/values.schema.json
@@ -24,15 +24,15 @@
               "title": "Name of the service's Docker image",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-rstudio:r4.5.3",
-                "inseefrlab/onyxia-rstudio:r4.4.3"
+                "inseefrlab/onyxia-rstudio:r4.6.0",
+                "inseefrlab/onyxia-rstudio:r4.5.3"
               ],
               "render": "list",
               "hidden": {
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-rstudio:r4.5.3"
+              "default": "inseefrlab/onyxia-rstudio:r4.6.0"
             },
             "custom": {
               "title": "Custom image",
@@ -49,7 +49,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-rstudio:r4.5.3",
+                  "default": "inseefrlab/onyxia-rstudio:r4.6.0",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/rstudio/values.yaml b/charts/rstudio/values.yaml
index 8296e33d8..7d513855f 100644
--- a/charts/rstudio/values.yaml
+++ b/charts/rstudio/values.yaml
@@ -7,11 +7,11 @@ service:
     image: "inseefrlab/onyxia-base:latest"
     pullPolicy: IfNotPresent
   image:
-    version: "inseefrlab/onyxia-rstudio:r4.5.3"
+    version: "inseefrlab/onyxia-rstudio:r4.6.0"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-rstudio:r4.5.3"
+      version: "inseefrlab/onyxia-rstudio:r4.6.0"
 
 security:
   password: "changeme"
diff --git a/charts/vscode-pyspark/Chart.yaml b/charts/vscode-pyspark/Chart.yaml
index adaf22fb6..bae4cb0ac 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: 3.1.3
+version: 3.1.4
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/vscode-pyspark/values.schema.json b/charts/vscode-pyspark/values.schema.json
index fb9f5ffb6..b3e4b579b 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:py3.13.12-spark4.1.1",
+                "inseefrlab/onyxia-vscode-pyspark:py3.13.13-spark4.1.1",
                 "inseefrlab/onyxia-vscode-pyspark:py3.12.13-spark4.1.1",
                  "inseefrlab/onyxia-vscode-pyspark:py3.13.8-spark3.5.7",
                 "inseefrlab/onyxia-vscode-pyspark:py3.12.13-spark3.5.7"
@@ -34,7 +34,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1"
+              "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.13-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:py3.13.12-spark4.1.1",
+                  "default": "inseefrlab/onyxia-vscode-pyspark:py3.13.13-spark4.1.1",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/vscode-pyspark/values.yaml b/charts/vscode-pyspark/values.yaml
index 73fca9cec..332ae4591 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:py3.13.12-spark4.1.1"
+    version: "inseefrlab/onyxia-vscode-pyspark:py3.13.13-spark4.1.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-pyspark:py3.13.12-spark4.1.1"
+      version: "inseefrlab/onyxia-vscode-pyspark:py3.13.13-spark4.1.1"
 
 spark:
   ui: false
diff --git a/charts/vscode-python/Chart.yaml b/charts/vscode-python/Chart.yaml
index 88ecc06f7..0dc8ce463 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: 2.5.5
+version: 2.5.6
 dependencies:
   - name: library-chart
     version: 2.0.4
diff --git a/charts/vscode-python/values.schema.json b/charts/vscode-python/values.schema.json
index 00c77bbda..36e037c82 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:py3.13.12",
+              "default": "inseefrlab/onyxia-vscode-python:py3.13.13",
               "listEnum": [
-                "inseefrlab/onyxia-vscode-python:py3.13.12",
+                "inseefrlab/onyxia-vscode-python:py3.13.13",
                 "inseefrlab/onyxia-vscode-python:py3.12.13"
               ],
               "render": "list",
@@ -49,7 +49,7 @@
                 "version": {
                   "title": "Name of the custom image",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-vscode-python:py3.13.12",
+                  "default": "inseefrlab/onyxia-vscode-python:py3.13.13",
                   "hidden": {
                     "value": false,
                     "path": "enabled",
diff --git a/charts/vscode-python/values.yaml b/charts/vscode-python/values.yaml
index 33010588b..6dee2e549 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:py3.13.12"
+    version: "inseefrlab/onyxia-vscode-python:py3.13.13"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-python:py3.13.12"
+      version: "inseefrlab/onyxia-vscode-python:py3.13.13"
 
 security:
   password: "changeme"