diff --git a/charts/jupyter-pyspark/Chart.yaml b/charts/jupyter-pyspark/Chart.yaml
index b3ce55d1..d016e41f 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: 1.33.20
+version: 1.33.21
 
 dependencies:
   - name: library-chart
diff --git a/charts/jupyter-pyspark/values.schema.json b/charts/jupyter-pyspark/values.schema.json
index 194f704a..e2256e20 100644
--- a/charts/jupyter-pyspark/values.schema.json
+++ b/charts/jupyter-pyspark/values.schema.json
@@ -24,7 +24,7 @@
               "description": "supported versions",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-jupyter-pyspark:py3.12.3-spark3.5.1",
+                "inseefrlab/onyxia-jupyter-pyspark:py3.12.4-spark3.5.1",
                 "inseefrlab/onyxia-jupyter-pyspark:py3.11.9-spark3.5.1"
               ],
               "render": "list",
@@ -32,7 +32,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.12.3-spark3.5.1"
+              "default": "inseefrlab/onyxia-jupyter-pyspark:py3.12.4-spark3.5.1"
             },
             "custom": {
               "description": "use a custom jupyter docker image",
@@ -47,7 +47,7 @@
                 "version": {
                   "description": "jupyter unsupported version",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-jupyter-pyspark:py3.12.3-spark3.5.1",
+                  "default": "inseefrlab/onyxia-jupyter-pyspark:py3.12.4-spark3.5.1",
                   "hidden": {
                     "value": false,
                     "path": "service/image/custom/enabled"
diff --git a/charts/jupyter-pyspark/values.yaml b/charts/jupyter-pyspark/values.yaml
index a7cad005..e9891ca3 100644
--- a/charts/jupyter-pyspark/values.yaml
+++ b/charts/jupyter-pyspark/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-jupyter-pyspark:py3.12.3-spark3.5.1"
+    version: "inseefrlab/onyxia-jupyter-pyspark:py3.12.4-spark3.5.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-pyspark:py3.12.3-spark3.5.1"
+      version: "inseefrlab/onyxia-jupyter-pyspark:py3.12.4-spark3.5.1"
 
 spark:
   sparkui: false
diff --git a/charts/jupyter-python/Chart.yaml b/charts/jupyter-python/Chart.yaml
index deecf247..805af370 100644
--- a/charts/jupyter-python/Chart.yaml
+++ b/charts/jupyter-python/Chart.yaml
@@ -23,7 +23,7 @@ type: application
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
 
-version: 1.13.41
+version: 1.13.42
 
 dependencies:
   - name: library-chart
diff --git a/charts/jupyter-python/values.schema.json b/charts/jupyter-python/values.schema.json
index fb349444..ec7e08f2 100644
--- a/charts/jupyter-python/values.schema.json
+++ b/charts/jupyter-python/values.schema.json
@@ -24,7 +24,7 @@
                             "description": "supported versions",
                             "type": "string",
                             "listEnum": [
-                                "inseefrlab/onyxia-jupyter-python:py3.12.3",
+                                "inseefrlab/onyxia-jupyter-python:py3.12.4",
                                 "inseefrlab/onyxia-jupyter-python:py3.11.9"
                             ],
                             "render": "list",
@@ -32,7 +32,7 @@
                                 "value": true,
                                 "path": "service/image/custom/enabled"
                             },
-                            "default": "inseefrlab/onyxia-jupyter-python:py3.12.3"
+                            "default": "inseefrlab/onyxia-jupyter-python:py3.12.4"
                         },
                         "custom": {
                             "description": "use a custom jupyter docker image",
@@ -47,7 +47,7 @@
                                 "version": {
                                     "description": "jupyter unsupported version",
                                     "type": "string",
-                                    "default": "inseefrlab/onyxia-jupyter-python:py3.12.3",
+                                    "default": "inseefrlab/onyxia-jupyter-python:py3.12.4",
                                     "hidden": {
                                         "value": false,
                                         "path": "service/image/custom/enabled"
diff --git a/charts/jupyter-python/values.yaml b/charts/jupyter-python/values.yaml
index ba1847c1..b93944c5 100644
--- a/charts/jupyter-python/values.yaml
+++ b/charts/jupyter-python/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-jupyter-python:py3.12.3"
+    version: "inseefrlab/onyxia-jupyter-python:py3.12.4"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-jupyter-python:py3.12.3"
+      version: "inseefrlab/onyxia-jupyter-python:py3.12.4"
 
 security:
   password: "changeme"
diff --git a/charts/rstudio-sparkr/Chart.yaml b/charts/rstudio-sparkr/Chart.yaml
index d34f70e2..7eae3cc8 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: 1.17.19
+version: 1.17.20
 
 dependencies:
   - name: library-chart
diff --git a/charts/rstudio-sparkr/values.schema.json b/charts/rstudio-sparkr/values.schema.json
index 19249e4a..9ad2a296 100644
--- a/charts/rstudio-sparkr/values.schema.json
+++ b/charts/rstudio-sparkr/values.schema.json
@@ -24,7 +24,7 @@
                             "description": "supported versions",
                             "type": "string",
                             "listEnum": [
-                                "inseefrlab/onyxia-rstudio-sparkr:r4.4.0-spark3.5.1",
+                                "inseefrlab/onyxia-rstudio-sparkr:r4.4.1-spark3.5.1",
                                 "inseefrlab/onyxia-rstudio-sparkr:r4.3.3-spark3.5.1"
                             ],
                             "render": "list",
@@ -32,7 +32,7 @@
                                 "value": true,
                                 "path": "service/image/custom/enabled"
                             },
-                            "default": "inseefrlab/onyxia-rstudio-sparkr:r4.4.0-spark3.5.1"
+                            "default": "inseefrlab/onyxia-rstudio-sparkr:r4.4.1-spark3.5.1"
                         },
                         "custom": {
                             "description": "use a custom RStudio docker image",
@@ -47,7 +47,7 @@
                                 "version": {
                                     "description": "RStudio unsupported version",
                                     "type": "string",
-                                    "default": "inseefrlab/onyxia-rstudio-sparkr:r4.4.0-spark3.5.1",
+                                    "default": "inseefrlab/onyxia-rstudio-sparkr:r4.4.1-spark3.5.1",
                                     "hidden": {
                                         "value": false,
                                         "path": "service/image/custom/enabled"
diff --git a/charts/rstudio-sparkr/values.yaml b/charts/rstudio-sparkr/values.yaml
index cd01211f..6c699d19 100644
--- a/charts/rstudio-sparkr/values.yaml
+++ b/charts/rstudio-sparkr/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-rstudio-sparkr:r4.4.0-spark3.5.1"
+    version: "inseefrlab/onyxia-rstudio-sparkr:r4.4.1-spark3.5.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-rstudio-sparkr:r4.4.0-spark3.5.1"
+      version: "inseefrlab/onyxia-rstudio-sparkr:r4.4.1-spark3.5.1"
 
 spark:
   sparkui: false
diff --git a/charts/rstudio/Chart.yaml b/charts/rstudio/Chart.yaml
index 12d3d76a..f588db9a 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: 1.15.29
+version: 1.15.30
 
 dependencies:
   - name: library-chart
diff --git a/charts/rstudio/values.schema.json b/charts/rstudio/values.schema.json
index 52bb00a3..b0b90be3 100644
--- a/charts/rstudio/values.schema.json
+++ b/charts/rstudio/values.schema.json
@@ -24,7 +24,7 @@
                             "description": "supported versions",
                             "type": "string",
                             "listEnum": [
-                                "inseefrlab/onyxia-rstudio:r4.4.0",
+                                "inseefrlab/onyxia-rstudio:r4.4.1",
                                 "inseefrlab/onyxia-rstudio:r4.3.3"
                             ],
                             "render": "list",
@@ -32,7 +32,7 @@
                                 "value": true,
                                 "path": "service/image/custom/enabled"
                             },
-                            "default": "inseefrlab/onyxia-rstudio:r4.4.0"
+                            "default": "inseefrlab/onyxia-rstudio:r4.4.1"
                         },
                         "custom": {
                             "description": "use a custom RStudio docker image",
@@ -47,7 +47,7 @@
                                 "version": {
                                     "description": "RStudio unsupported version",
                                     "type": "string",
-                                    "default": "inseefrlab/onyxia-rstudio:r4.4.0",
+                                    "default": "inseefrlab/onyxia-rstudio:r4.4.1",
                                     "hidden": {
                                         "value": false,
                                         "path": "service/image/custom/enabled"
diff --git a/charts/rstudio/values.yaml b/charts/rstudio/values.yaml
index fab807fd..ddf82c15 100644
--- a/charts/rstudio/values.yaml
+++ b/charts/rstudio/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-rstudio:r4.4.0"
+    version: "inseefrlab/onyxia-rstudio:r4.4.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-rstudio:r4.4.0"
+      version: "inseefrlab/onyxia-rstudio:r4.4.1"
 
 security:
   password: "changeme"
diff --git a/charts/vscode-pyspark/Chart.yaml b/charts/vscode-pyspark/Chart.yaml
index 8ce67ab1..7d93757c 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: 1.3.38
+version: 1.3.39
 
 dependencies:
   - name: library-chart
diff --git a/charts/vscode-pyspark/values.schema.json b/charts/vscode-pyspark/values.schema.json
index 78893cca..c66f9d71 100644
--- a/charts/vscode-pyspark/values.schema.json
+++ b/charts/vscode-pyspark/values.schema.json
@@ -24,7 +24,7 @@
               "description": "supported versions",
               "type": "string",
               "listEnum": [
-                "inseefrlab/onyxia-vscode-pyspark:py3.12.3-spark3.5.1",
+                "inseefrlab/onyxia-vscode-pyspark:py3.12.4-spark3.5.1",
                 "inseefrlab/onyxia-vscode-pyspark:py3.11.9-spark3.5.1"
               ],
               "render": "list",
@@ -32,7 +32,7 @@
                 "value": true,
                 "path": "service/image/custom/enabled"
               },
-              "default": "inseefrlab/onyxia-vscode-pyspark:py3.12.3-spark3.5.1"
+              "default": "inseefrlab/onyxia-vscode-pyspark:py3.12.4-spark3.5.1"
             },
             "custom": {
               "description": "use a custom vscode docker image",
@@ -47,7 +47,7 @@
                 "version": {
                   "description": "vscode unsupported version",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-vscode-pyspark:py3.12.3-spark3.5.1",
+                  "default": "inseefrlab/onyxia-vscode-pyspark:py3.12.4-spark3.5.1",
                   "hidden": {
                     "value": false,
                     "path": "service/image/custom/enabled"
diff --git a/charts/vscode-pyspark/values.yaml b/charts/vscode-pyspark/values.yaml
index 583f8cf3..f221909e 100644
--- a/charts/vscode-pyspark/values.yaml
+++ b/charts/vscode-pyspark/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-vscode-pyspark:py3.12.3-spark3.5.1"
+    version: "inseefrlab/onyxia-vscode-pyspark:py3.12.4-spark3.5.1"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-pyspark:py3.12.3-spark3.5.1"
+      version: "inseefrlab/onyxia-vscode-pyspark:py3.12.4-spark3.5.1"
 
 spark:
   sparkui: false
diff --git a/charts/vscode-python/Chart.yaml b/charts/vscode-python/Chart.yaml
index 7b6f6b6b..da8e4897 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: 1.11.39
+version: 1.11.40
 
 dependencies:
   - name: library-chart
diff --git a/charts/vscode-python/values.schema.json b/charts/vscode-python/values.schema.json
index 33518291..00d0f310 100644
--- a/charts/vscode-python/values.schema.json
+++ b/charts/vscode-python/values.schema.json
@@ -137,9 +137,9 @@
             "version": {
               "description": "vscode supported version",
               "type": "string",
-              "default": "inseefrlab/onyxia-vscode-python:py3.12.3",
+              "default": "inseefrlab/onyxia-vscode-python:py3.12.4",
               "listEnum": [
-                "inseefrlab/onyxia-vscode-python:py3.12.3",
+                "inseefrlab/onyxia-vscode-python:py3.12.4",
                 "inseefrlab/onyxia-vscode-python:py3.11.9"
               ],
               "render": "list",
@@ -161,7 +161,7 @@
                 "version": {
                   "description": "vscode unsupported version",
                   "type": "string",
-                  "default": "inseefrlab/onyxia-vscode-python:py3.12.3",
+                  "default": "inseefrlab/onyxia-vscode-python:py3.12.4",
                   "hidden": {
                     "value": false,
                     "path": "service/image/custom/enabled"
diff --git a/charts/vscode-python/values.yaml b/charts/vscode-python/values.yaml
index 628ba497..8970eb0e 100644
--- a/charts/vscode-python/values.yaml
+++ b/charts/vscode-python/values.yaml
@@ -4,11 +4,11 @@ global:
 
 service:
   image:
-    version: "inseefrlab/onyxia-vscode-python:py3.12.3"
+    version: "inseefrlab/onyxia-vscode-python:py3.12.4"
     pullPolicy: IfNotPresent
     custom:
       enabled: false
-      version: "inseefrlab/onyxia-vscode-python:py3.12.3"
+      version: "inseefrlab/onyxia-vscode-python:py3.12.4"
 
 security:
   password: "changeme"
diff --git a/utils/charts-inheritance.yaml b/utils/charts-inheritance.yaml
index ab0e32bb..ad76a308 100644
--- a/utils/charts-inheritance.yaml
+++ b/utils/charts-inheritance.yaml
@@ -8,8 +8,8 @@ jupyter-python:
   jupyter-r:
     description: The JupyterLab IDE with R and a collection of standard data science packages.
     images:
+      - inseefrlab/onyxia-jupyter-r:r4.4.1
       - inseefrlab/onyxia-jupyter-r:r4.3.3
-      - inseefrlab/onyxia-jupyter-r:r4.2.3
   jupyter-tensorflow:
     description: The JupyterLab IDE with Python and the deep-learning framework TensorFlow.
   jupyter-tensorflow-gpu:
@@ -37,11 +37,11 @@ vscode-python:
   vscode-r-python-julia:
     description: The VSCode IDE with minimal installations of R, Python and Julia.
     images:
-      - inseefrlab/onyxia-vscode-r-python-julia:r4.3.3
+      - inseefrlab/onyxia-vscode-r-python-julia:r4.4.1
   vscode-r:
     description: The VSCode IDE with R and a collection of standard data science packages.
     images:
+      - inseefrlab/onyxia-vscode-r:r4.4.1
       - inseefrlab/onyxia-vscode-r:r4.3.3
-      - inseefrlab/onyxia-vscode-r:r4.2.3
 
 vscode-pyspark: []