diff --git a/codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix b/codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
index ff98d480a9..e4613d8779 100644
--- a/codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
+++ b/codeserver/ubi9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
@@ -2,12 +2,12 @@
 # api calls from probes get to code-server /healthz endpoint
 ###############
 location = ${NB_PREFIX}/api {
-    return 302  /codeserver/healthz/;
+    return 302  ${NB_PREFIX}/codeserver/healthz/;
     access_log  off;
 }
 
 location ${NB_PREFIX}/api/ {
-    return 302  /codeserver/healthz/;
+    return 302  ${NB_PREFIX}/codeserver/healthz/;
     access_log  off;
 }
 ###############
@@ -16,12 +16,12 @@ location ${NB_PREFIX}/api/ {
 # api calls from culler get to CGI processing
 ###############
 location = ${NB_PREFIX}/api/kernels {
-    return 302 $custom_scheme://$http_host/api/kernels/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/api/kernels/;
     access_log  off;
 }
 
 location ${NB_PREFIX}/api/kernels/ {
-    return 302 $custom_scheme://$http_host/api/kernels/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/api/kernels/;
     access_log  off;
 }
 
@@ -39,32 +39,34 @@ location /api/kernels/ {
 ###############
 # root and prefix get to code-server endpoint
 ###############
-location = ${NB_PREFIX} {
-    return 302 $custom_scheme://$http_host/codeserver/;
-}
-
-location ${NB_PREFIX}/ {
-    return 302 $custom_scheme://$http_host/codeserver/;
+location ${NB_PREFIX} {
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/codeserver/;
 }
 
 location = /codeserver {
-    return 302 $custom_scheme://$http_host/codeserver/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/codeserver/;
 }
 
 location = / {
-    return 302 $custom_scheme://$http_host/codeserver/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/codeserver/;
 }
 
-location /codeserver/ {
-    rewrite ^/codeserver/(.*)$ /$1 break;
-    # Standard RStudio/NGINX configuration
+location ${NB_PREFIX}/codeserver/ {
+    rewrite ^${NB_PREFIX}/codeserver/(.*)$ /$1 break;
+    # Standard code-server/NGINX configuration
     proxy_pass http://workbench_server/;
     proxy_http_version 1.1;
-
     proxy_set_header Upgrade $http_upgrade;
     proxy_set_header Connection $connection_upgrade;
     proxy_read_timeout 20d;
+
+    # Needed to make it work properly
+    proxy_set_header X-Real-IP $remote_addr;
+    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
     proxy_set_header X-Forwarded-Proto $custom_scheme;
+    proxy_set_header Host $http_host;
+    proxy_set_header X-NginX-Proxy true;
+    proxy_redirect off;
 
     access_log /var/log/nginx/codeserver.access.log json if=$loggable;
 }
diff --git a/codeserver/ubi9-python-3.12/pylock.toml b/codeserver/ubi9-python-3.12/pylock.toml
index 930feae3d2..923bd6f13b 100644
--- a/codeserver/ubi9-python-3.12/pylock.toml
+++ b/codeserver/ubi9-python-3.12/pylock.toml
@@ -36,15 +36,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/c0/45/aad9fd88cf999f1
 
 [[packages]]
 name = "boto3"
-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/77/a7/3fde131d2431d1801e3f16f1b428cf9b8c6677996716c5286a72eb43ecb7/boto3-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:22Z, size = 111636, hashes = { sha256 = "e95db539c938710917f4cb4fc5915f71b27f2c836d949a1a95df7895d2e9ec8b" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/3f/43/f1865e3e2aa91c1aa54db90a82ed17b8c0dc60c354045adf1c2134e5cbd8/boto3-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:20Z, size = 139343, hashes = { sha256 = "04e89abf61240857bf7dec160e22f097eec68c502509b2bb3c5010a22cb91052" } }]
+version = "1.40.53"
+sdist = { url = "https://files.pythonhosted.org/packages/d2/4c/9c4d855d05d1c2c42a889feee3aa91fa4bee7d5c4a6d67a0c38194dc4ae4/boto3-1.40.53.tar.gz", upload-time = 2025-10-15T19:28:56Z, size = 111549, hashes = { sha256 = "3f8cf56034cfde20dd0abca01349f64ab65734d90c3fbf7357e8a84cb64a62ee" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/e9/17/8e330f506b9be7954c167d34ea36d7330ba4892f3c405c0ca5f438c1aff9/boto3-1.40.53-py3-none-any.whl", upload-time = 2025-10-15T19:28:54Z, size = 139320, hashes = { sha256 = "65ded2738de259bd9030feb4772ec7b53d5b661befa88ce836117c3df8265309" } }]
 
 [[packages]]
 name = "botocore"
-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/c5/be/086ff6f031c407540e8226b3a4921dd18a05688224324c2df60457f9bcc0/botocore-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:12Z, size = 14349135, hashes = { sha256 = "8a74f77cfe5c519826d22f7613f89544cbb8491a1a49d965031bd997f89a8e3f" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/ad/a8/3644f482b7b319f3fda87d4583f7b073c0cdf4a6d1b58e5a92555fe3e2e3/botocore-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:09Z, size = 14022003, hashes = { sha256 = "1d87874ad81234bec3e83f9de13618f67ccdfefd08d6b8babc041cd45007447e" } }]
+version = "1.40.53"
+sdist = { url = "https://files.pythonhosted.org/packages/c7/bd/c569fc1705188f6302775bff551fbb68dd23b41bfd068933feee3ad4867d/botocore-1.40.53.tar.gz", upload-time = 2025-10-15T19:28:45Z, size = 14442260, hashes = { sha256 = "4ebb9e6648c4896d3f0cdda5ff30b5de9a83aeb591be89a16f98cc5ee3cd371c" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/2b/9f/8015bf28231429e55fdab62903c38bff428cc357601b4749c7b30f72a477/botocore-1.40.53-py3-none-any.whl", upload-time = 2025-10-15T19:28:41Z, size = 14113269, hashes = { sha256 = "840322b0af4be7a6e2effddb4eb388053c25af0618f627f37d8b03cc1edbc928" } }]
 
 [[packages]]
 name = "cachetools"
@@ -821,63 +821,63 @@ wheels = [
 
 [[packages]]
 name = "matplotlib"
-version = "3.10.6"
-sdist = { url = "https://files.pythonhosted.org/packages/a0/59/c3e6453a9676ffba145309a73c462bb407f4400de7de3f2b41af70720a3c/matplotlib-3.10.6.tar.gz", upload-time = 2025-08-30T00:14:25Z, size = 34804264, hashes = { sha256 = "ec01b645840dd1996df21ee37f208cd8ba57644779fa20464010638013d3203c" } }
+version = "3.10.7"
+sdist = { url = "https://files.pythonhosted.org/packages/ae/e2/d2d5295be2f44c678ebaf3544ba32d20c1f9ef08c49fe47f496180e1db15/matplotlib-3.10.7.tar.gz", upload-time = 2025-10-09T00:28:00Z, size = 34804865, hashes = { sha256 = "a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7" } }
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/30/a5/ddaee1a383ab28174093644fff7438eddb87bf8dbd58f7b85f5cdd6b2485/matplotlib-3.10.6-cp310-cp310-macosx_11_0_arm64.whl", upload-time = 2025-08-30T00:12:32Z, size = 8108011, hashes = { sha256 = "d00932b0d160ef03f59f9c0e16d1e3ac89646f7785165ce6ad40c842db16cc2e" } },
-    { url = "https://files.pythonhosted.org/packages/75/5b/a53f69bb0522db352b1135bb57cd9fe00fd7252072409392d991d3a755d0/matplotlib-3.10.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", upload-time = 2025-08-30T00:12:34Z, size = 8680518, hashes = { sha256 = "8fa4c43d6bfdbfec09c733bca8667de11bfa4970e8324c471f3a3632a0301c15" } },
-    { url = "https://files.pythonhosted.org/packages/5f/31/e059ddce95f68819b005a2d6820b2d6ed0307827a04598891f00649bed2d/matplotlib-3.10.6-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", upload-time = 2025-08-30T00:12:36Z, size = 9514997, hashes = { sha256 = "ea117a9c1627acaa04dbf36265691921b999cbf515a015298e54e1a12c3af837" } },
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 ]
 
 [[packages]]
@@ -2439,9 +2458,9 @@ wheels = [
 
 [[packages]]
 name = "virtualenv"
-version = "20.34.0"
-sdist = { url = "https://files.pythonhosted.org/packages/1c/14/37fcdba2808a6c615681cd216fecae00413c9dab44fb2e57805ecf3eaee3/virtualenv-20.34.0.tar.gz", upload-time = 2025-08-13T14:24:07Z, size = 6003808, hashes = { sha256 = "44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/76/06/04c8e804f813cf972e3262f3f8584c232de64f0cde9f703b46cf53a45090/virtualenv-20.34.0-py3-none-any.whl", upload-time = 2025-08-13T14:24:05Z, size = 5983279, hashes = { sha256 = "341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026" } }]
+version = "20.35.3"
+sdist = { url = "https://files.pythonhosted.org/packages/a4/d5/b0ccd381d55c8f45d46f77df6ae59fbc23d19e901e2d523395598e5f4c93/virtualenv-20.35.3.tar.gz", upload-time = 2025-10-10T21:23:33Z, size = 6002907, hashes = { sha256 = "4f1a845d131133bdff10590489610c98c168ff99dc75d6c96853801f7f67af44" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/27/73/d9a94da0e9d470a543c1b9d3ccbceb0f59455983088e727b8a1824ed90fb/virtualenv-20.35.3-py3-none-any.whl", upload-time = 2025-10-10T21:23:30Z, size = 5981061, hashes = { sha256 = "63d106565078d8c8d0b206d48080f938a8b25361e19432d2c9db40d2899c810a" } }]
 
 [[packages]]
 name = "watchfiles"
diff --git a/codeserver/ubi9-python-3.12/pyproject.toml b/codeserver/ubi9-python-3.12/pyproject.toml
index 112fd13503..6a013a83cf 100644
--- a/codeserver/ubi9-python-3.12/pyproject.toml
+++ b/codeserver/ubi9-python-3.12/pyproject.toml
@@ -9,14 +9,14 @@ dependencies = [
     "setuptools~=80.9.0",
 
     # Datascience packages
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1; platform_machine != 's390x'",
     "ipykernel~=6.30.1",
     "kubeflow-training==1.9.3",
@@ -25,9 +25,9 @@ dependencies = [
     # Some extra useful packages
     "opencensus~=0.11.4",
     "smart-open~=7.3.1",
-    "virtualenv~=20.34.0",
+    "virtualenv~=20.35.3",
     "py-spy~=0.4.1; platform_machine != 's390x'",
-    "prometheus-client~=0.22.1",
+    "prometheus-client~=0.23.1",
 ]
 
 [tool.uv]
diff --git a/codeserver/ubi9-python-3.12/run-nginx.sh b/codeserver/ubi9-python-3.12/run-nginx.sh
index 55909a96d1..157cc3b649 100755
--- a/codeserver/ubi9-python-3.12/run-nginx.sh
+++ b/codeserver/ubi9-python-3.12/run-nginx.sh
@@ -18,7 +18,11 @@ fi
 if [ -z "$NB_PREFIX" ]; then
     cp /opt/app-root/etc/nginx.default.d/proxy.conf.template /opt/app-root/etc/nginx.default.d/proxy.conf
 else
-    export BASE_URL=$(echo $NB_PREFIX | awk -F/ '{ print $4"-"$3 }')$(echo $NOTEBOOK_ARGS | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    export BASE_URL=$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')$(echo "$NOTEBOOK_ARGS" | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    # If BASE_URL is empty or invalid (missing hub_host), use wildcard server_name
+    if [ -z "$BASE_URL" ] || [ "$BASE_URL" = "$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')" ]; then
+        export BASE_URL="_"
+    fi
     envsubst '${NB_PREFIX},${BASE_URL}' < /opt/app-root/etc/nginx.default.d/proxy.conf.template_nbprefix > /opt/app-root/etc/nginx.default.d/proxy.conf
     envsubst '${BASE_URL}' < /etc/nginx/nginx.conf | tee /etc/nginx/nginx.conf
 fi
diff --git a/jupyter/datascience/ubi9-python-3.12/pylock.toml b/jupyter/datascience/ubi9-python-3.12/pylock.toml
index 4580880930..192c1e4b86 100644
--- a/jupyter/datascience/ubi9-python-3.12/pylock.toml
+++ b/jupyter/datascience/ubi9-python-3.12/pylock.toml
@@ -331,15 +331,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
 [[packages]]
 name = "boto3"
-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/77/a7/3fde131d2431d1801e3f16f1b428cf9b8c6677996716c5286a72eb43ecb7/boto3-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:22Z, size = 111636, hashes = { sha256 = "e95db539c938710917f4cb4fc5915f71b27f2c836d949a1a95df7895d2e9ec8b" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/3f/43/f1865e3e2aa91c1aa54db90a82ed17b8c0dc60c354045adf1c2134e5cbd8/boto3-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:20Z, size = 139343, hashes = { sha256 = "04e89abf61240857bf7dec160e22f097eec68c502509b2bb3c5010a22cb91052" } }]
+version = "1.40.52"
+sdist = { url = "https://files.pythonhosted.org/packages/a0/5a/8ba08c979926326d961e2384d994d789a2eda3ed281bb6cb333b36e92310/boto3-1.40.52.tar.gz", upload-time = 2025-10-14T20:32:12Z, size = 111530, hashes = { sha256 = "96ee720b52be647d8ef5ba92fccfce6b65d6321769430fe6edd10d57ec43c25b" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/0f/d2/879e9787c5263aefc5c88f0dd97cdea29ac01c480dd53c2421de77a493f7/boto3-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:10Z, size = 139345, hashes = { sha256 = "ecc8c99d3cc96716cdfba62d9c9c6ce0eb98d02494a66690bcc2ec181c1ced67" } }]
 
 [[packages]]
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 [[packages]]
diff --git a/jupyter/datascience/ubi9-python-3.12/pyproject.toml b/jupyter/datascience/ubi9-python-3.12/pyproject.toml
index 3b9e40fbcf..cf69761b37 100644
--- a/jupyter/datascience/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/datascience/ubi9-python-3.12/pyproject.toml
@@ -5,15 +5,15 @@ requires-python = "==3.12.*"
 
 dependencies = [
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "kubeflow-training==1.9.3",
@@ -21,16 +21,16 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/minimal/ubi9-python-3.12/pylock.toml b/jupyter/minimal/ubi9-python-3.12/pylock.toml
index c5e70a2f19..ed6cec80ee 100644
--- a/jupyter/minimal/ubi9-python-3.12/pylock.toml
+++ b/jupyter/minimal/ubi9-python-3.12/pylock.toml
@@ -706,9 +706,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602
 
 [[packages]]
 name = "jupyterlab"
-version = "4.4.7"
-sdist = { url = "https://files.pythonhosted.org/packages/d0/07/b3beaeb5722d4a55e345a38884c67baebd9cec2269c5309ce494485a5858/jupyterlab-4.4.7.tar.gz", upload-time = 2025-09-03T13:26:40Z, size = 22965570, hashes = { sha256 = "8c8e225492f4513ebde9bbbc00a05b651ab9a1f5b0013015d96fabf671c37188" } }
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+version = "4.4.9"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/fd/ac0979ebd1b1975c266c99b96930b0a66609c3f6e5d76979ca6eb3073896/jupyterlab-4.4.9-py3-none-any.whl", upload-time = 2025-09-26T17:28:15Z, size = 12292552, hashes = { sha256 = "394c902827350c017430a8370b9f40c03c098773084bc53930145c146d3d2cb2" } }]
 
 [[packages]]
 name = "jupyterlab-git"
diff --git a/jupyter/minimal/ubi9-python-3.12/pyproject.toml b/jupyter/minimal/ubi9-python-3.12/pyproject.toml
index 9dc5828350..beb6ebfbe4 100644
--- a/jupyter/minimal/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/minimal/ubi9-python-3.12/pyproject.toml
@@ -7,7 +7,7 @@ dependencies = [
     # JupyterLab packages
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
     "jupyter-server-terminals~=0.5.3",
diff --git a/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml b/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml
index 419a489063..f5506bb570 100644
--- a/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml
+++ b/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pylock.toml
@@ -278,15 +278,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
 [[packages]]
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-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/77/a7/3fde131d2431d1801e3f16f1b428cf9b8c6677996716c5286a72eb43ecb7/boto3-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:22Z, size = 111636, hashes = { sha256 = "e95db539c938710917f4cb4fc5915f71b27f2c836d949a1a95df7895d2e9ec8b" } }
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+version = "1.40.52"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/0f/d2/879e9787c5263aefc5c88f0dd97cdea29ac01c480dd53c2421de77a493f7/boto3-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:10Z, size = 139345, hashes = { sha256 = "ecc8c99d3cc96716cdfba62d9c9c6ce0eb98d02494a66690bcc2ec181c1ced67" } }]
 
 [[packages]]
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-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/c5/be/086ff6f031c407540e8226b3a4921dd18a05688224324c2df60457f9bcc0/botocore-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:12Z, size = 14349135, hashes = { sha256 = "8a74f77cfe5c519826d22f7613f89544cbb8491a1a49d965031bd997f89a8e3f" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/ad/a8/3644f482b7b319f3fda87d4583f7b073c0cdf4a6d1b58e5a92555fe3e2e3/botocore-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:09Z, size = 14022003, hashes = { sha256 = "1d87874ad81234bec3e83f9de13618f67ccdfefd08d6b8babc041cd45007447e" } }]
+version = "1.40.52"
+sdist = { url = "https://files.pythonhosted.org/packages/83/74/3449d77c002d82586786b91dff6dd2e6fd52c5cdc1793d1ac7ea690ea52c/botocore-1.40.52.tar.gz", upload-time = 2025-10-14T20:32:03Z, size = 14427680, hashes = { sha256 = "b65d970ca4ccd869639332083da17c3a933bcf495120dcc4f5c7723cb3f6216c" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1485,9 +1485,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602
 
 [[packages]]
 name = "jupyterlab"
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 ]
 
 [[packages]]
diff --git a/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml b/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
index 0900635c6d..3fa1cf13b9 100644
--- a/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
@@ -18,35 +18,35 @@ dependencies = [
     # see https://redhat-internal.slack.com/archives/C0961HQ858Q/p1757007056725559?thread_ts=1756924127.136609&cid=C0961HQ858Q
 
     # llmcompressor packages
-    "llmcompressor~=0.7.1",
+    "llmcompressor~=0.8.1",
     "lm-eval~=0.4.9",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.2.6",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "kubeflow-training==1.9.3",
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/pytorch/ubi9-python-3.12/pylock.toml b/jupyter/pytorch/ubi9-python-3.12/pylock.toml
index 686d86a107..01384b5907 100644
--- a/jupyter/pytorch/ubi9-python-3.12/pylock.toml
+++ b/jupyter/pytorch/ubi9-python-3.12/pylock.toml
@@ -335,15 +335,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
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+version = "1.40.52"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1499,9 +1499,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602
 
 [[packages]]
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-version = "4.4.7"
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+version = "4.4.9"
+sdist = { url = "https://files.pythonhosted.org/packages/45/b2/7dad2d0049a904d17c070226a4f78f81905f93bfe09503722d210ccf9335/jupyterlab-4.4.9.tar.gz", upload-time = 2025-09-26T17:28:20Z, size = 22966654, hashes = { sha256 = "ea55aca8269909016d5fde2dc09b97128bc931230183fe7e2920ede5154ad9c2" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/fd/ac0979ebd1b1975c266c99b96930b0a66609c3f6e5d76979ca6eb3073896/jupyterlab-4.4.9-py3-none-any.whl", upload-time = 2025-09-26T17:28:15Z, size = 12292552, hashes = { sha256 = "394c902827350c017430a8370b9f40c03c098773084bc53930145c146d3d2cb2" } }]
 
 [[packages]]
 name = "jupyterlab-git"
@@ -1541,9 +1541,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/0f/61/22e778f642465a1
 
 [[packages]]
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-wheels = [{ url = "https://files.pythonhosted.org/packages/d8/78/d20d15ccf2645557440d44fc85a22be85091b47b5c0fc508bdb5f29cac59/kfp-2.14.3-py3-none-any.whl", upload-time = 2025-08-28T20:46:25Z, size = 374049, hashes = { sha256 = "512c10d344b0efa0a18b342f86b56bb6ef0ccfb82f275ded51fdeb2a3ad4f199" } }]
+version = "2.14.6"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/46/789f883750b0f6c321450832e2f07203139716cb9422cad6f3d286298915/kfp-2.14.6-py3-none-any.whl", upload-time = 2025-10-13T20:08:44Z, size = 374048, hashes = { sha256 = "2d76aff91d8461e837989c2dc966c9dddaba7fcc37b7b8be4b0564282b1f613d" } }]
 
 [[packages]]
 name = "kfp-kubernetes"
@@ -1553,9 +1553,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/2a/a6/30e352763902a6e
 
 [[packages]]
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-sdist = { url = "https://files.pythonhosted.org/packages/01/0d/eda38b032354f61ec1dfd6fa9b7e80c030392fd5de959a75a1fbb4575d20/kfp_pipeline_spec-2.14.0.tar.gz", upload-time = 2025-08-04T20:11:11Z, size = 9849, hashes = { sha256 = "8fb59236cf6d8ea715d2aa6caa2242554eeeed7f196d4e226b99d9700e0e7a7b" } }
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diff --git a/jupyter/pytorch/ubi9-python-3.12/pyproject.toml b/jupyter/pytorch/ubi9-python-3.12/pyproject.toml
index 04df11dde8..9feed37e7a 100644
--- a/jupyter/pytorch/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/pytorch/ubi9-python-3.12/pyproject.toml
@@ -10,15 +10,15 @@ dependencies = [
     "torchvision==0.22.1+cu128",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
@@ -26,16 +26,16 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/rocm/pytorch/ubi9-python-3.12/pylock.toml b/jupyter/rocm/pytorch/ubi9-python-3.12/pylock.toml
index 943bf9bd47..636526170b 100644
--- a/jupyter/rocm/pytorch/ubi9-python-3.12/pylock.toml
+++ b/jupyter/rocm/pytorch/ubi9-python-3.12/pylock.toml
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 [[packages]]
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 [[packages]]
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@@ -1541,9 +1541,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/0f/61/22e778f642465a1
 
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+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/46/789f883750b0f6c321450832e2f07203139716cb9422cad6f3d286298915/kfp-2.14.6-py3-none-any.whl", upload-time = 2025-10-13T20:08:44Z, size = 374048, hashes = { sha256 = "2d76aff91d8461e837989c2dc966c9dddaba7fcc37b7b8be4b0564282b1f613d" } }]
 
 [[packages]]
 name = "kfp-kubernetes"
@@ -1553,9 +1553,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/2a/a6/30e352763902a6e
 
 [[packages]]
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 [[packages]]
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diff --git a/jupyter/rocm/pytorch/ubi9-python-3.12/pyproject.toml b/jupyter/rocm/pytorch/ubi9-python-3.12/pyproject.toml
index 8a7bcd0b71..b1fd5445a1 100644
--- a/jupyter/rocm/pytorch/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/rocm/pytorch/ubi9-python-3.12/pyproject.toml
@@ -11,15 +11,15 @@ dependencies = [
     "pytorch-triton-rocm~=3.3.1",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
@@ -27,16 +27,16 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/rocm/tensorflow/ubi9-python-3.12/pylock.toml b/jupyter/rocm/tensorflow/ubi9-python-3.12/pylock.toml
index 08b4bfdcb4..4c91041294 100644
--- a/jupyter/rocm/tensorflow/ubi9-python-3.12/pylock.toml
+++ b/jupyter/rocm/tensorflow/ubi9-python-3.12/pylock.toml
@@ -341,15 +341,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
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+version = "1.40.52"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1558,9 +1558,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602
 
 [[packages]]
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+version = "4.4.9"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/fd/ac0979ebd1b1975c266c99b96930b0a66609c3f6e5d76979ca6eb3073896/jupyterlab-4.4.9-py3-none-any.whl", upload-time = 2025-09-26T17:28:15Z, size = 12292552, hashes = { sha256 = "394c902827350c017430a8370b9f40c03c098773084bc53930145c146d3d2cb2" } }]
 
 [[packages]]
 name = "jupyterlab-git"
@@ -1606,9 +1606,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/94/5b/4c778cc921ce4b8
 
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+version = "2.14.6"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/46/789f883750b0f6c321450832e2f07203139716cb9422cad6f3d286298915/kfp-2.14.6-py3-none-any.whl", upload-time = 2025-10-13T20:08:44Z, size = 374048, hashes = { sha256 = "2d76aff91d8461e837989c2dc966c9dddaba7fcc37b7b8be4b0564282b1f613d" } }]
 
 [[packages]]
 name = "kfp-kubernetes"
@@ -1618,9 +1618,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/2a/a6/30e352763902a6e
 
 [[packages]]
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-sdist = { url = "https://files.pythonhosted.org/packages/01/0d/eda38b032354f61ec1dfd6fa9b7e80c030392fd5de959a75a1fbb4575d20/kfp_pipeline_spec-2.14.0.tar.gz", upload-time = 2025-08-04T20:11:11Z, size = 9849, hashes = { sha256 = "8fb59236cf6d8ea715d2aa6caa2242554eeeed7f196d4e226b99d9700e0e7a7b" } }
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 [[packages]]
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 ]
 
 [[packages]]
diff --git a/jupyter/rocm/tensorflow/ubi9-python-3.12/pyproject.toml b/jupyter/rocm/tensorflow/ubi9-python-3.12/pyproject.toml
index ee7adf8843..e255f863ff 100644
--- a/jupyter/rocm/tensorflow/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/rocm/tensorflow/ubi9-python-3.12/pyproject.toml
@@ -12,15 +12,15 @@ dependencies = [
     "tensorboard~=2.18.0", # tensorflow-rocm==2.18.1 is available and tensorflow-rocm==2.18.1 depends on tensorboard>=2.18,<2.19
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.0.2",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
@@ -28,16 +28,16 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/tensorflow/ubi9-python-3.12/pylock.toml b/jupyter/tensorflow/ubi9-python-3.12/pylock.toml
index 6d73404999..4a47877eaa 100644
--- a/jupyter/tensorflow/ubi9-python-3.12/pylock.toml
+++ b/jupyter/tensorflow/ubi9-python-3.12/pylock.toml
@@ -341,15 +341,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
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+version = "1.40.52"
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 [[packages]]
diff --git a/jupyter/tensorflow/ubi9-python-3.12/pyproject.toml b/jupyter/tensorflow/ubi9-python-3.12/pyproject.toml
index 92537ed1c6..35a4fdd2cc 100644
--- a/jupyter/tensorflow/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/tensorflow/ubi9-python-3.12/pyproject.toml
@@ -11,31 +11,31 @@ dependencies = [
     "tensorboard~=2.20.0",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6",
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.1.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=4.0.5",
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/jupyter/trustyai/ubi9-python-3.12/pylock.toml b/jupyter/trustyai/ubi9-python-3.12/pylock.toml
index 7d47f1897d..a0b6bc7a4c 100644
--- a/jupyter/trustyai/ubi9-python-3.12/pylock.toml
+++ b/jupyter/trustyai/ubi9-python-3.12/pylock.toml
@@ -333,15 +333,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/96/9a/8e641b5415e1203
 
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+version = "1.40.52"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1423,9 +1423,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602
 
 [[packages]]
 name = "jupyterlab"
-version = "4.4.7"
-sdist = { url = "https://files.pythonhosted.org/packages/d0/07/b3beaeb5722d4a55e345a38884c67baebd9cec2269c5309ce494485a5858/jupyterlab-4.4.7.tar.gz", upload-time = 2025-09-03T13:26:40Z, size = 22965570, hashes = { sha256 = "8c8e225492f4513ebde9bbbc00a05b651ab9a1f5b0013015d96fabf671c37188" } }
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+version = "4.4.9"
+sdist = { url = "https://files.pythonhosted.org/packages/45/b2/7dad2d0049a904d17c070226a4f78f81905f93bfe09503722d210ccf9335/jupyterlab-4.4.9.tar.gz", upload-time = 2025-09-26T17:28:20Z, size = 22966654, hashes = { sha256 = "ea55aca8269909016d5fde2dc09b97128bc931230183fe7e2920ede5154ad9c2" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/fd/ac0979ebd1b1975c266c99b96930b0a66609c3f6e5d76979ca6eb3073896/jupyterlab-4.4.9-py3-none-any.whl", upload-time = 2025-09-26T17:28:15Z, size = 12292552, hashes = { sha256 = "394c902827350c017430a8370b9f40c03c098773084bc53930145c146d3d2cb2" } }]
 
 [[packages]]
 name = "jupyterlab-git"
@@ -1465,9 +1465,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/0f/61/22e778f642465a1
 
 [[packages]]
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-wheels = [{ url = "https://files.pythonhosted.org/packages/d8/78/d20d15ccf2645557440d44fc85a22be85091b47b5c0fc508bdb5f29cac59/kfp-2.14.3-py3-none-any.whl", upload-time = 2025-08-28T20:46:25Z, size = 374049, hashes = { sha256 = "512c10d344b0efa0a18b342f86b56bb6ef0ccfb82f275ded51fdeb2a3ad4f199" } }]
+version = "2.14.6"
+sdist = { url = "https://files.pythonhosted.org/packages/3b/c1/d01724ccb7faaf3ecf2a8109de1d7eebb0afa1f292d6dcd650755b990d59/kfp-2.14.6.tar.gz", upload-time = 2025-10-13T20:08:46Z, size = 274267, hashes = { sha256 = "9e94ff2e74465c27393736c295b6dc478b29cf9d0264950019b5167c7c53fd2e" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/1f/46/789f883750b0f6c321450832e2f07203139716cb9422cad6f3d286298915/kfp-2.14.6-py3-none-any.whl", upload-time = 2025-10-13T20:08:44Z, size = 374048, hashes = { sha256 = "2d76aff91d8461e837989c2dc966c9dddaba7fcc37b7b8be4b0564282b1f613d" } }]
 
 [[packages]]
 name = "kfp-kubernetes"
@@ -1477,9 +1477,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/2a/a6/30e352763902a6e
 
 [[packages]]
 name = "kfp-pipeline-spec"
-version = "2.14.0"
-sdist = { url = "https://files.pythonhosted.org/packages/01/0d/eda38b032354f61ec1dfd6fa9b7e80c030392fd5de959a75a1fbb4575d20/kfp_pipeline_spec-2.14.0.tar.gz", upload-time = 2025-08-04T20:11:11Z, size = 9849, hashes = { sha256 = "8fb59236cf6d8ea715d2aa6caa2242554eeeed7f196d4e226b99d9700e0e7a7b" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/e8/ab/327af362b1dd1cb4fd0709381a364ce2fe25a87a7507d18f7df3ccb91738/kfp_pipeline_spec-2.14.0-py3-none-any.whl", upload-time = 2025-08-04T20:11:10Z, size = 9551, hashes = { sha256 = "569cee7743e7d99dc94fd4a8f33f292ef2e49bfd9a28d11833f2c6af3135f389" } }]
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+wheels = [{ url = "https://files.pythonhosted.org/packages/56/c7/a331cdb987d5c1764c309e6c9f596a695cfd8fe86ea95fc8a9fbc052cf52/kfp_pipeline_spec-2.14.6-py3-none-any.whl", upload-time = 2025-10-13T20:06:28Z, size = 9550, hashes = { sha256 = "82cbad2976f248f7049be37d241f1e47ecb3d99e720dfd0cab3e0881be458516" } }]
 
 [[packages]]
 name = "kfp-server-api"
@@ -1694,63 +1694,63 @@ wheels = [
 
 [[packages]]
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-version = "3.10.6"
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+    { url = "https://files.pythonhosted.org/packages/93/8f/66a7e12b874f41eb205f352b3a719e5a964b5ba103996f6ac45e80560111/pymongo-4.15.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", upload-time = 2025-10-07T21:57:22Z, size = 2603799, hashes = { sha256 = "5f6feb678f26171f2a6b2cbb340949889154c7067972bd4cc129b62161474f08" } },
+    { url = "https://files.pythonhosted.org/packages/10/98/baf0d1f8016087500899cc4ae14e591f29b016c643e99ab332fcafe6f7bc/pymongo-4.15.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", upload-time = 2025-10-07T21:57:24Z, size = 2725238, hashes = { sha256 = "446417a34ff6c2411ce3809e17ce9a67269c9f1cb4966b01e49e0c590cc3c6b3" } },
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+    { url = "https://files.pythonhosted.org/packages/5b/fe/7a6a6b331d9f2024ab171028ab53d5d9026959b1d713fe170be591a4d9a8/pymongo-4.15.3-cp314-cp314t-win32.whl", upload-time = 2025-10-07T21:57:28Z, size = 1043993, hashes = { sha256 = "e7cde58ef6470c0da922b65e885fb1ffe04deef81e526bd5dea429290fa358ca" } },
+    { url = "https://files.pythonhosted.org/packages/70/c8/bc64321711e19bd48ea3371f0082f10295c433833245d73e7606d3b9afbe/pymongo-4.15.3-cp314-cp314t-win_amd64.whl", upload-time = 2025-10-07T21:57:30Z, size = 1078481, hashes = { sha256 = "fae552767d8e5153ed498f1bca92d905d0d46311d831eefb0f06de38f7695c95" } },
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+    { url = "https://files.pythonhosted.org/packages/ef/18/9d8d611780263091e55f565bac82f03e9f5d1a29742c30bb9a04037ff420/pymongo-4.15.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", upload-time = 2025-10-07T21:57:40Z, size = 972024, hashes = { sha256 = "dc583a1130e2516440b93bb2ecb55cfdac6d5373615ae472a9d1f26801f58749" } },
+    { url = "https://files.pythonhosted.org/packages/52/4e/713bcad0bcf6cefa180e168d6bfa776b6967cc7158923905bbcfdd8706c7/pymongo-4.15.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", upload-time = 2025-10-07T21:57:42Z, size = 966966, hashes = { sha256 = "5c78237e878e0296130e398151b0d4aa6c9eaf82e38fb6e0aaae2029bc7ef0ce" } },
+    { url = "https://files.pythonhosted.org/packages/f9/e5/b7be85a66a720c8886b2d31921dc712ecf4af8a583ddd88febbd1548a0b9/pymongo-4.15.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", upload-time = 2025-10-07T21:57:43Z, size = 950659, hashes = { sha256 = "5c85a4c72b7965033f95c94c42dac27d886c01dbc23fe337ccb14f052a0ccc29" } },
+    { url = "https://files.pythonhosted.org/packages/34/06/f7800d870339587694c82a535f32cc9764d9d778c6898ce187c485dc5f4b/pymongo-4.15.3-cp39-cp39-win32.whl", upload-time = 2025-10-07T21:57:45Z, size = 752178, hashes = { sha256 = "17fc94d1e067556b122eeb09e25c003268e8c0ea1f2f78e745b33bb59a1209c4" } },
+    { url = "https://files.pythonhosted.org/packages/d0/ed/a6257e6c0d74a5580123dfcb146b9270e1cf754295296c8626d648c4164d/pymongo-4.15.3-cp39-cp39-win_amd64.whl", upload-time = 2025-10-07T21:57:46Z, size = 757107, hashes = { sha256 = "5bf879a6ed70264574d4d8fb5a467c2a64dc76ecd72c0cb467c4464f849c8c77" } },
+    { url = "https://files.pythonhosted.org/packages/14/fb/f7337880c54665068f8a3a14346829c765476ad981ce05d69de16e15840c/pymongo-4.15.3-cp39-cp39-win_arm64.whl", upload-time = 2025-10-07T21:57:48Z, size = 753494, hashes = { sha256 = "2f3d66f7c495efc3cfffa611b36075efe86da1860a7df75522a6fe499ee10383" } },
 ]
 
 [[packages]]
diff --git a/jupyter/trustyai/ubi9-python-3.12/pyproject.toml b/jupyter/trustyai/ubi9-python-3.12/pyproject.toml
index 662d9614c1..463ac623d2 100644
--- a/jupyter/trustyai/ubi9-python-3.12/pyproject.toml
+++ b/jupyter/trustyai/ubi9-python-3.12/pyproject.toml
@@ -29,31 +29,31 @@ dependencies = [
     "accelerate~=1.10.1; platform_machine != 'ppc64le' and platform_machine != 's390x'",
     "trustyai~=0.6.2",
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "kfp~=2.14.3",
-    "matplotlib~=3.10.6", # Should be pinned down to this version in order to be compatible with trustyai
+    "kfp~=2.14.6",
+    "matplotlib~=3.10.7", # Should be pinned down to this version in order to be compatible with trustyai
     "numpy~=1.26.4", # Should be pinned down to this version in order to be compatible with trustyai
     "pandas~=1.5.3", # Should be pinned down to this version in order to be compatible with trustyai
-    "plotly~=6.3.0",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2", # Should be pinned down to this version in order to be compatible with trustyai
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0; platform_machine != 'ppc64le' and platform_machine != 's390x'",
     "kubeflow-training==1.9.3",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # JupyterLab packages
-    "odh-elyra==4.2.5",
+    "odh-elyra==4.3.1",
     "odh-jupyter-trash-cleanup==0.1.1",
 
-    "jupyterlab==4.4.7",
+    "jupyterlab==4.4.9",
     "jupyter-bokeh~=3.0.5", # trustyai 0.6.1 depends on jupyter-bokeh~=3.0.5
     "jupyter-server~=2.17.0",
     "jupyter-server-proxy~=4.4.0",
diff --git a/manifests/base/code-server-notebook-imagestream.yaml b/manifests/base/code-server-notebook-imagestream.yaml
index ae1e28f82a..43e16143ed 100644
--- a/manifests/base/code-server-notebook-imagestream.yaml
+++ b/manifests/base/code-server-notebook-imagestream.yaml
@@ -70,6 +70,7 @@ spec:
         openshift.io/imported-from: quay.io/modh/codeserver
         opendatahub.io/workbench-image-recommended: 'false'
         opendatahub.io/notebook-build-commit: odh-workbench-codeserver-datascience-cpu-py311-ubi9-commit-n-1_PLACEHOLDER
+        opendatahub.io/image-tag-outdated: 'true'
       from:
         kind: DockerImage
         name: odh-workbench-codeserver-datascience-cpu-py311-ubi9-n-1_PLACEHOLDER
diff --git a/manifests/base/jupyter-datascience-notebook-imagestream.yaml b/manifests/base/jupyter-datascience-notebook-imagestream.yaml
index 668495edc4..0b3f658a51 100644
--- a/manifests/base/jupyter-datascience-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-datascience-notebook-imagestream.yaml
@@ -33,8 +33,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-pytorch-llmcompressor-imagestream.yaml b/manifests/base/jupyter-pytorch-llmcompressor-imagestream.yaml
index c5109265c8..f5ac89e8d7 100644
--- a/manifests/base/jupyter-pytorch-llmcompressor-imagestream.yaml
+++ b/manifests/base/jupyter-pytorch-llmcompressor-imagestream.yaml
@@ -22,14 +22,14 @@ spec:
             {"name": "CUDA", "version": "12.8"},
             {"name": "Python", "version": "v3.12"},
             {"name": "PyTorch", "version": "2.7"},
-            {"name": "LLM-Compressor", "version": "0.7"}
+            {"name": "LLM-Compressor", "version": "0.8"}
           ]
         # language=json
         opendatahub.io/notebook-python-dependencies: |
           [
             {"name": "JupyterLab","version": "4.4"},
             {"name": "PyTorch", "version": "2.7"},
-            {"name": "LLM-Compressor", "version": "0.7"},
+            {"name": "LLM-Compressor", "version": "0.8"},
             {"name": "Tensorboard", "version": "2.20"},
             {"name": "Boto3", "version": "1.40"},
             {"name": "Kafka-Python-ng", "version": "2.2"},
@@ -39,8 +39,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-pytorch-notebook-imagestream.yaml b/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
index 46ee53f042..f6acbec59d 100644
--- a/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
@@ -38,8 +38,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml b/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml
index 422d6a6f35..89340da516 100644
--- a/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-rocm-pytorch-notebook-imagestream.yaml
@@ -36,8 +36,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml b/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml
index 455d230701..79005e5193 100644
--- a/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-rocm-tensorflow-notebook-imagestream.yaml
@@ -36,8 +36,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml b/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
index d0a60288e7..c0855e3a0e 100644
--- a/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
@@ -39,8 +39,8 @@ spec:
             {"name": "Pandas", "version": "2.3"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Feast", "version": "0.55"},
diff --git a/manifests/base/jupyter-trustyai-notebook-imagestream.yaml b/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
index 33a28826a5..9699c4384e 100644
--- a/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
@@ -38,8 +38,8 @@ spec:
             {"name": "Pandas", "version": "1.5"},
             {"name": "Scikit-learn", "version": "1.7"},
             {"name": "Scipy", "version": "1.16"},
-            {"name": "Odh-Elyra", "version": "4.2"},
-            {"name": "PyMongo", "version": "4.14"},
+            {"name": "Odh-Elyra", "version": "4.3"},
+            {"name": "PyMongo", "version": "4.15"},
             {"name": "Pyodbc", "version": "5.2"},
             {"name": "Codeflare-SDK", "version": "0.32"},
             {"name": "Sklearn-onnx", "version": "1.19"},
diff --git a/rstudio/c9s-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix b/rstudio/c9s-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
index ca4d388fe4..40946cf72c 100644
--- a/rstudio/c9s-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
+++ b/rstudio/c9s-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
@@ -1,8 +1,8 @@
 ###############
 # Fix rstudio-server auth-sign-in redirect bug
 ###############
-rewrite ^/auth-sign-in(.*) "$custom_scheme://$http_host/rstudio/auth-sign-in$1?appUri=%2Frstudio";
-rewrite ^/auth-sign-out(.*) "$custom_scheme://$http_host/rstudio/auth-sign-out$1?appUri=%2Frstudio";
+rewrite ^/auth-sign-in(.*) "$custom_scheme://$http_host${NB_PREFIX}/rstudio/auth-sign-in$1?appUri=%2Frstudio";
+rewrite ^/auth-sign-out(.*) "$custom_scheme://$http_host${NB_PREFIX}/rstudio/auth-sign-out$1?appUri=%2Frstudio";
 ###############
 
 ###############
@@ -66,24 +66,20 @@ location /api/kernels/ {
 ###############
 # root and prefix get to RStudio endpoint
 ###############
-location = ${NB_PREFIX} {
-    return 302 $custom_scheme://$http_host/rstudio/;
-}
-
-location ${NB_PREFIX}/ {
-    return 302 $custom_scheme://$http_host/rstudio/;
+location ${NB_PREFIX} {
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
 location = /rstudio {
-    return 302 $custom_scheme://$http_host/rstudio/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
 location = / {
-    return 302 $custom_scheme://$http_host/rstudio/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
-location /rstudio/ {
-    rewrite ^/rstudio/(.*)$ /$1 break;
+location ${NB_PREFIX}/rstudio/ {
+    rewrite ^${NB_PREFIX}/rstudio/(.*)$ /$1 break;
     # Standard RStudio/NGINX configuration
     proxy_pass http://workbench_server/;
     proxy_http_version 1.1;
@@ -93,7 +89,7 @@ location /rstudio/ {
 
     # Needed to make it work properly
     proxy_set_header X-RStudio-Request $custom_scheme://$http_host$request_uri;
-    proxy_set_header X-RStudio-Root-Path /rstudio;
+    proxy_set_header X-RStudio-Root-Path ${NB_PREFIX}/rstudio;
     proxy_set_header Host $http_host;
     proxy_set_header X-Forwarded-Proto $custom_scheme;
 
diff --git a/rstudio/c9s-python-3.12/run-nginx.sh b/rstudio/c9s-python-3.12/run-nginx.sh
index 55909a96d1..157cc3b649 100755
--- a/rstudio/c9s-python-3.12/run-nginx.sh
+++ b/rstudio/c9s-python-3.12/run-nginx.sh
@@ -18,7 +18,11 @@ fi
 if [ -z "$NB_PREFIX" ]; then
     cp /opt/app-root/etc/nginx.default.d/proxy.conf.template /opt/app-root/etc/nginx.default.d/proxy.conf
 else
-    export BASE_URL=$(echo $NB_PREFIX | awk -F/ '{ print $4"-"$3 }')$(echo $NOTEBOOK_ARGS | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    export BASE_URL=$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')$(echo "$NOTEBOOK_ARGS" | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    # If BASE_URL is empty or invalid (missing hub_host), use wildcard server_name
+    if [ -z "$BASE_URL" ] || [ "$BASE_URL" = "$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')" ]; then
+        export BASE_URL="_"
+    fi
     envsubst '${NB_PREFIX},${BASE_URL}' < /opt/app-root/etc/nginx.default.d/proxy.conf.template_nbprefix > /opt/app-root/etc/nginx.default.d/proxy.conf
     envsubst '${BASE_URL}' < /etc/nginx/nginx.conf | tee /etc/nginx/nginx.conf
 fi
diff --git a/rstudio/rhel9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix b/rstudio/rhel9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
index cddc18df39..3512227547 100644
--- a/rstudio/rhel9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
+++ b/rstudio/rhel9-python-3.12/nginx/serverconf/proxy.conf.template_nbprefix
@@ -1,8 +1,8 @@
 ###############
 # Fix rstudio-server auth-sign-in redirect bug
 ###############
-rewrite ^/auth-sign-in(.*) "$custom_scheme://$http_host/rstudio/auth-sign-in$1?appUri=%2Frstudio";
-rewrite ^/auth-sign-out(.*) "$custom_scheme://$http_host/rstudio/auth-sign-out$1?appUri=%2Frstudio";
+rewrite ^/auth-sign-in(.*) "$custom_scheme://$http_host${NB_PREFIX}/rstudio/auth-sign-in$1?appUri=%2Frstudio";
+rewrite ^/auth-sign-out(.*) "$custom_scheme://$http_host${NB_PREFIX}/rstudio/auth-sign-out$1?appUri=%2Frstudio";
 ###############
 
 ###############
@@ -66,24 +66,20 @@ location /api/kernels/ {
 ###############
 # root and prefix get to RStudio endpoint
 ###############
-location = ${NB_PREFIX} {
-    return 302 $custom_scheme://$http_host/rstudio/;
-}
-
-location ${NB_PREFIX}/ {
-    return 302 $custom_scheme://$http_host/rstudio/;
+location ${NB_PREFIX} {
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
 location = /rstudio {
-    return 302 $custom_scheme://$http_host/rstudio/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
 location = / {
-    return 302 $custom_scheme://$http_host/rstudio/;
+    return 302 $custom_scheme://$http_host${NB_PREFIX}/rstudio/;
 }
 
-location /rstudio/ {
-    rewrite ^/rstudio/(.*)$ /$1 break;
+location ${NB_PREFIX}/rstudio/ {
+    rewrite ^${NB_PREFIX}/rstudio/(.*)$ /$1 break;
     # Standard RStudio/NGINX configuration
     proxy_pass http://workbench_server/;
     proxy_http_version 1.1;
@@ -93,7 +89,7 @@ location /rstudio/ {
 
     # Needed to make it work properly
     proxy_set_header X-RStudio-Request $custom_scheme://$http_host$request_uri;
-    proxy_set_header X-RStudio-Root-Path /rstudio;
+    proxy_set_header X-RStudio-Root-Path ${NB_PREFIX}/rstudio;
     proxy_set_header Host $http_host;
     proxy_set_header X-Forwarded-Proto $custom_scheme;
 
diff --git a/rstudio/rhel9-python-3.12/run-nginx.sh b/rstudio/rhel9-python-3.12/run-nginx.sh
index 55909a96d1..157cc3b649 100755
--- a/rstudio/rhel9-python-3.12/run-nginx.sh
+++ b/rstudio/rhel9-python-3.12/run-nginx.sh
@@ -18,7 +18,11 @@ fi
 if [ -z "$NB_PREFIX" ]; then
     cp /opt/app-root/etc/nginx.default.d/proxy.conf.template /opt/app-root/etc/nginx.default.d/proxy.conf
 else
-    export BASE_URL=$(echo $NB_PREFIX | awk -F/ '{ print $4"-"$3 }')$(echo $NOTEBOOK_ARGS | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    export BASE_URL=$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')$(echo "$NOTEBOOK_ARGS" | grep -Po 'hub_host":"\K.*?(?=")' | awk -F/ '{ print $3 }' | awk -F. '{for (i=2; i<=NF; i++) printf ".%s", $i}')
+    # If BASE_URL is empty or invalid (missing hub_host), use wildcard server_name
+    if [ -z "$BASE_URL" ] || [ "$BASE_URL" = "$(echo "$NB_PREFIX" | awk -F/ '{ print $4"-"$3 }')" ]; then
+        export BASE_URL="_"
+    fi
     envsubst '${NB_PREFIX},${BASE_URL}' < /opt/app-root/etc/nginx.default.d/proxy.conf.template_nbprefix > /opt/app-root/etc/nginx.default.d/proxy.conf
     envsubst '${BASE_URL}' < /etc/nginx/nginx.conf | tee /etc/nginx/nginx.conf
 fi
diff --git a/runtimes/datascience/ubi9-python-3.12/pylock.toml b/runtimes/datascience/ubi9-python-3.12/pylock.toml
index e7b3f0e2f9..404dd820c3 100644
--- a/runtimes/datascience/ubi9-python-3.12/pylock.toml
+++ b/runtimes/datascience/ubi9-python-3.12/pylock.toml
@@ -264,15 +264,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/fc/55/96142937f661508
 
 [[packages]]
 name = "boto3"
-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/77/a7/3fde131d2431d1801e3f16f1b428cf9b8c6677996716c5286a72eb43ecb7/boto3-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:22Z, size = 111636, hashes = { sha256 = "e95db539c938710917f4cb4fc5915f71b27f2c836d949a1a95df7895d2e9ec8b" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/3f/43/f1865e3e2aa91c1aa54db90a82ed17b8c0dc60c354045adf1c2134e5cbd8/boto3-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:20Z, size = 139343, hashes = { sha256 = "04e89abf61240857bf7dec160e22f097eec68c502509b2bb3c5010a22cb91052" } }]
+version = "1.40.52"
+sdist = { url = "https://files.pythonhosted.org/packages/a0/5a/8ba08c979926326d961e2384d994d789a2eda3ed281bb6cb333b36e92310/boto3-1.40.52.tar.gz", upload-time = 2025-10-14T20:32:12Z, size = 111530, hashes = { sha256 = "96ee720b52be647d8ef5ba92fccfce6b65d6321769430fe6edd10d57ec43c25b" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/0f/d2/879e9787c5263aefc5c88f0dd97cdea29ac01c480dd53c2421de77a493f7/boto3-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:10Z, size = 139345, hashes = { sha256 = "ecc8c99d3cc96716cdfba62d9c9c6ce0eb98d02494a66690bcc2ec181c1ced67" } }]
 
 [[packages]]
 name = "botocore"
-version = "1.40.30"
-sdist = { url = "https://files.pythonhosted.org/packages/c5/be/086ff6f031c407540e8226b3a4921dd18a05688224324c2df60457f9bcc0/botocore-1.40.30.tar.gz", upload-time = 2025-09-12T19:23:12Z, size = 14349135, hashes = { sha256 = "8a74f77cfe5c519826d22f7613f89544cbb8491a1a49d965031bd997f89a8e3f" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/ad/a8/3644f482b7b319f3fda87d4583f7b073c0cdf4a6d1b58e5a92555fe3e2e3/botocore-1.40.30-py3-none-any.whl", upload-time = 2025-09-12T19:23:09Z, size = 14022003, hashes = { sha256 = "1d87874ad81234bec3e83f9de13618f67ccdfefd08d6b8babc041cd45007447e" } }]
+version = "1.40.52"
+sdist = { url = "https://files.pythonhosted.org/packages/83/74/3449d77c002d82586786b91dff6dd2e6fd52c5cdc1793d1ac7ea690ea52c/botocore-1.40.52.tar.gz", upload-time = 2025-10-14T20:32:03Z, size = 14427680, hashes = { sha256 = "b65d970ca4ccd869639332083da17c3a933bcf495120dcc4f5c7723cb3f6216c" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1142,9 +1142,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/fc/c7/b445faca8deb954
 
 [[packages]]
 name = "ipython"
-version = "9.5.0"
-sdist = { url = "https://files.pythonhosted.org/packages/6e/71/a86262bf5a68bf211bcc71fe302af7e05f18a2852fdc610a854d20d085e6/ipython-9.5.0.tar.gz", upload-time = 2025-08-29T12:15:21Z, size = 4389137, hashes = { sha256 = "129c44b941fe6d9b82d36fc7a7c18127ddb1d6f02f78f867f402e2e3adde3113" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/08/2a/5628a99d04acb2d2f2e749cdf4ea571d2575e898df0528a090948018b726/ipython-9.5.0-py3-none-any.whl", upload-time = 2025-08-29T12:15:18Z, size = 612426, hashes = { sha256 = "88369ffa1d5817d609120daa523a6da06d02518e582347c29f8451732a9c5e72" } }]
+version = "9.6.0"
+sdist = { url = "https://files.pythonhosted.org/packages/2a/34/29b18c62e39ee2f7a6a3bba7efd952729d8aadd45ca17efc34453b717665/ipython-9.6.0.tar.gz", upload-time = 2025-09-29T10:55:53Z, size = 4396932, hashes = { sha256 = "5603d6d5d356378be5043e69441a072b50a5b33b4503428c77b04cb8ce7bc731" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/48/c5/d5e07995077e48220269c28a221e168c91123ad5ceee44d548f54a057fc0/ipython-9.6.0-py3-none-any.whl", upload-time = 2025-09-29T10:55:47Z, size = 616170, hashes = { sha256 = "5f77efafc886d2f023442479b8149e7d86547ad0a979e9da9f045d252f648196" } }]
 
 [[packages]]
 name = "ipython-genutils"
@@ -1361,130 +1361,158 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e
 
 [[packages]]
 name = "markupsafe"
-version = "3.0.2"
-sdist = { url = "https://files.pythonhosted.org/packages/b2/97/5d42485e71dfc078108a86d6de8fa46db44a1a9295e89c5d6d4a06e23a62/markupsafe-3.0.2.tar.gz", upload-time = 2024-10-18T15:21:54Z, size = 20537, hashes = { sha256 = "ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0" } }
+version = "3.0.3"
+sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", upload-time = 2025-09-27T18:37:40Z, size = 80313, hashes = { sha256 = "722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698" } }
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/04/e1/6e2194baeae0bca1fae6629dc0cbbb968d4d941469cbab11a3872edff374/MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", upload-time = 2024-10-18T15:20:52Z, size = 12393, hashes = { sha256 = "9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158" } },
-    { url = "https://files.pythonhosted.org/packages/1d/69/35fa85a8ece0a437493dc61ce0bb6d459dcba482c34197e3efc829aa357f/MarkupSafe-3.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", upload-time = 2024-10-18T15:20:53Z, size = 21732, hashes = { sha256 = "38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579" } },
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+    { url = "https://files.pythonhosted.org/packages/97/30/2f9a5243008f76dfc5dee9a53dfb939d9b31e16ce4bd4f2e628bfc5d89d2/scipy-1.16.2-cp314-cp314t-win_arm64.whl", upload-time = 2025-09-11T17:45:03Z, size = 26448374, hashes = { sha256 = "d2a4472c231328d4de38d5f1f68fdd6d28a615138f842580a8a321b5845cf779" } },
 ]
 
 [[packages]]
diff --git a/runtimes/datascience/ubi9-python-3.12/pyproject.toml b/runtimes/datascience/ubi9-python-3.12/pyproject.toml
index 712a17f208..ac8ea34b3e 100644
--- a/runtimes/datascience/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/datascience/ubi9-python-3.12/pyproject.toml
@@ -5,34 +5,34 @@ requires-python = "==3.12.*"
 
 dependencies = [
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0; platform_machine != 's390x' and platform_machine != 'ppc64le'",
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils~=0.2.0",
     "jinja2~=3.1.6",
     "jupyter-client>=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/runtimes/minimal/ubi9-python-3.12/pylock.toml b/runtimes/minimal/ubi9-python-3.12/pylock.toml
index 117c37ad2b..469f8e426a 100644
--- a/runtimes/minimal/ubi9-python-3.12/pylock.toml
+++ b/runtimes/minimal/ubi9-python-3.12/pylock.toml
@@ -560,9 +560,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/fc/c7/b445faca8deb954
 
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 name = "ipython"
-version = "9.5.0"
-sdist = { url = "https://files.pythonhosted.org/packages/6e/71/a86262bf5a68bf211bcc71fe302af7e05f18a2852fdc610a854d20d085e6/ipython-9.5.0.tar.gz", upload-time = 2025-08-29T12:15:21Z, size = 4389137, hashes = { sha256 = "129c44b941fe6d9b82d36fc7a7c18127ddb1d6f02f78f867f402e2e3adde3113" } }
-wheels = [{ url = "https://files.pythonhosted.org/packages/08/2a/5628a99d04acb2d2f2e749cdf4ea571d2575e898df0528a090948018b726/ipython-9.5.0-py3-none-any.whl", upload-time = 2025-08-29T12:15:18Z, size = 612426, hashes = { sha256 = "88369ffa1d5817d609120daa523a6da06d02518e582347c29f8451732a9c5e72" } }]
+version = "9.6.0"
+sdist = { url = "https://files.pythonhosted.org/packages/2a/34/29b18c62e39ee2f7a6a3bba7efd952729d8aadd45ca17efc34453b717665/ipython-9.6.0.tar.gz", upload-time = 2025-09-29T10:55:53Z, size = 4396932, hashes = { sha256 = "5603d6d5d356378be5043e69441a072b50a5b33b4503428c77b04cb8ce7bc731" } }
+wheels = [{ url = "https://files.pythonhosted.org/packages/48/c5/d5e07995077e48220269c28a221e168c91123ad5ceee44d548f54a057fc0/ipython-9.6.0-py3-none-any.whl", upload-time = 2025-09-29T10:55:47Z, size = 616170, hashes = { sha256 = "5f77efafc886d2f023442479b8149e7d86547ad0a979e9da9f045d252f648196" } }]
 
 [[packages]]
 name = "ipython-genutils"
@@ -620,69 +620,97 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/b1/dd/ead9d8ea85bf202
 
 [[packages]]
 name = "markupsafe"
-version = "3.0.2"
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+version = "3.0.3"
+sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", upload-time = 2025-09-27T18:37:40Z, size = 80313, hashes = { sha256 = "722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698" } }
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 [[packages]]
diff --git a/runtimes/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml b/runtimes/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
index 739e20e1d6..7045d42e64 100644
--- a/runtimes/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/pytorch+llmcompressor/ubi9-python-3.12/pyproject.toml
@@ -13,37 +13,37 @@ dependencies = [
     "torchvision==0.22.1",
 
     # llmcompressor packages
-    "llmcompressor~=0.7.1",
+    "llmcompressor~=0.8.1",
     "lm-eval~=0.4.9",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.2.6",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils~=0.2.0",
     "jinja2~=3.1.6",
     "jupyter-client~=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/runtimes/pytorch/ubi9-python-3.12/pylock.toml b/runtimes/pytorch/ubi9-python-3.12/pylock.toml
index ba111e7b3b..4d16ef9bc5 100644
--- a/runtimes/pytorch/ubi9-python-3.12/pylock.toml
+++ b/runtimes/pytorch/ubi9-python-3.12/pylock.toml
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 [[packages]]
 name = "cachetools"
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 [[packages]]
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 [[packages]]
diff --git a/runtimes/pytorch/ubi9-python-3.12/pyproject.toml b/runtimes/pytorch/ubi9-python-3.12/pyproject.toml
index 04c8cc3422..01b704c9e3 100644
--- a/runtimes/pytorch/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/pytorch/ubi9-python-3.12/pyproject.toml
@@ -10,34 +10,34 @@ dependencies = [
     "torchvision==0.22.1+cu128",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils~=0.2.0",
     "jinja2~=3.1.6",
     "jupyter-client~=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/runtimes/rocm-pytorch/ubi9-python-3.12/pylock.toml b/runtimes/rocm-pytorch/ubi9-python-3.12/pylock.toml
index 42e736e78f..9c54b97a55 100644
--- a/runtimes/rocm-pytorch/ubi9-python-3.12/pylock.toml
+++ b/runtimes/rocm-pytorch/ubi9-python-3.12/pylock.toml
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 [[packages]]
 name = "cachetools"
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 [[packages]]
 name = "ipython-genutils"
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 wheels = [
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 [[packages]]
diff --git a/runtimes/rocm-pytorch/ubi9-python-3.12/pyproject.toml b/runtimes/rocm-pytorch/ubi9-python-3.12/pyproject.toml
index e4b84ef6aa..a6c8d851b5 100644
--- a/runtimes/rocm-pytorch/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/rocm-pytorch/ubi9-python-3.12/pyproject.toml
@@ -11,34 +11,34 @@ dependencies = [
     "pytorch-triton-rocm~=3.3.1",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
-    "numpy~=2.3.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "matplotlib~=3.10.7",
+    "numpy~=2.3.4",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     "onnxconverter-common~=1.13.0", # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "codeflare-sdk~=0.32.0",
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils>=0.2.0",
     "jinja2>=3.1.6",
     "jupyter-client~=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/runtimes/rocm-tensorflow/ubi9-python-3.12/pylock.toml b/runtimes/rocm-tensorflow/ubi9-python-3.12/pylock.toml
index 9fa36e37a1..a69316b5b7 100644
--- a/runtimes/rocm-tensorflow/ubi9-python-3.12/pylock.toml
+++ b/runtimes/rocm-tensorflow/ubi9-python-3.12/pylock.toml
@@ -271,15 +271,15 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/fc/55/96142937f661508
 
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+version = "1.40.52"
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+wheels = [{ url = "https://files.pythonhosted.org/packages/05/ad/559dc4097fe1368e5f3abb5d8ca496f9c609e4e452498bca11134fde1462/botocore-1.40.52-py3-none-any.whl", upload-time = 2025-10-14T20:32:00Z, size = 14098823, hashes = { sha256 = "838697a06c7713df8d39f088105334b4eadcc3d65c7a260bf1a1bd8bf616ce4a" } }]
 
 [[packages]]
 name = "cachetools"
@@ -1189,9 +1189,9 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/fc/c7/b445faca8deb954
 
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+version = "9.6.0"
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 [[packages]]
 name = "ipython-genutils"
@@ -1432,130 +1432,158 @@ wheels = [{ url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e
 
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 wheels = [
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 [[packages]]
diff --git a/runtimes/rocm-tensorflow/ubi9-python-3.12/pyproject.toml b/runtimes/rocm-tensorflow/ubi9-python-3.12/pyproject.toml
index a9b31b54b4..8118cf1c83 100644
--- a/runtimes/rocm-tensorflow/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/rocm-tensorflow/ubi9-python-3.12/pyproject.toml
@@ -12,14 +12,14 @@ dependencies = [
     "tensorboard~=2.18.0", # tensorflow-rocm==2.18.1 is available and tensorflow-rocm==2.18.1 depends on tensorboard>=2.18,<2.19
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.0.2",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "onnxconverter-common~=1.13.0",
@@ -27,20 +27,20 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils~=0.2.0",
     "jinja2>=3.1.6",
     "jupyter-client~=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/runtimes/tensorflow/ubi9-python-3.12/pylock.toml b/runtimes/tensorflow/ubi9-python-3.12/pylock.toml
index 68ca5270c1..e73befe45a 100644
--- a/runtimes/tensorflow/ubi9-python-3.12/pylock.toml
+++ b/runtimes/tensorflow/ubi9-python-3.12/pylock.toml
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 [[packages]]
 name = "cachetools"
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 name = "ipython-genutils"
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 ]
 
 [[packages]]
diff --git a/runtimes/tensorflow/ubi9-python-3.12/pyproject.toml b/runtimes/tensorflow/ubi9-python-3.12/pyproject.toml
index 4e4ac435e8..b23d4a4904 100644
--- a/runtimes/tensorflow/ubi9-python-3.12/pyproject.toml
+++ b/runtimes/tensorflow/ubi9-python-3.12/pyproject.toml
@@ -11,14 +11,14 @@ dependencies = [
     "tensorboard~=2.20.0",
 
     # Datascience and useful extensions
-    "boto3~=1.40.27",
+    "boto3~=1.40.52",
     "kafka-python-ng~=2.2.3",
-    "matplotlib~=3.10.6",
+    "matplotlib~=3.10.7",
     "numpy~=2.1.3",
-    "pandas~=2.3.2",
-    "plotly~=6.3.0",
+    "pandas~=2.3.3",
+    "plotly~=6.3.1",
     "scikit-learn~=1.7.2",
-    "scipy~=1.16.1",
+    "scipy~=1.16.2",
     "skl2onnx~=1.19.1",
     # Required for skl2onnx, as upgraded version is not compatible with protobuf
     "onnxconverter-common~=1.13.0",
@@ -26,20 +26,20 @@ dependencies = [
     "feast~=0.55.0",
 
     # DB connectors
-    "pymongo~=4.14.1",
+    "pymongo~=4.15.3",
     "psycopg~=3.2.10",
     "pyodbc~=5.2.0",
     "mysql-connector-python~=9.4.0",
 
     # This is a comprehensive list of python dependencies that Elyra requires to execute Jupyter notebooks.
     "ipykernel~=6.30.1",
-    "ipython~=9.5.0",
+    "ipython~=9.6.0",
     "ipython-genutils~=0.2.0",
     "jinja2~=3.1.6",
     "jupyter-client~=8.6.3",
     "jupyter-core~=5.8.1",
-    "markupsafe~=3.0.2",
-    "minio~=7.2.16",
+    "markupsafe~=3.0.3",
+    "minio~=7.2.18",
     "nbclient~=0.10.2",
     "nbconvert~=7.16.6",
     "nbformat~=5.10.4",
diff --git a/tests/test_main.py b/tests/test_main.py
index c323a561c7..c4265a7069 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -291,10 +291,10 @@ def test_image_pyprojects_version_alignment(subtests: pytest_subtests.plugin.Sub
                 "~=2.0.2",  # for tensorflow rocm
                 "~=2.1.3",
                 "~=2.2.6",
-                "~=2.3.3",  # for tensorflow cuda and latest possible
+                "~=2.3.4",  # for tensorflow cuda and latest possible
             ),
         ),
-        ("pandas", ("~=2.3.2", "~=1.5.3")),
+        ("pandas", ("~=2.3.3", "~=1.5.3")),
         ("scikit-learn", ("~=1.7.2",)),
         ("codeflare-sdk", ("~=0.31.0", "~=0.31.1")),
         ("ipython-genutils", (">=0.2.0", "~=0.2.0")),