diff --git a/bitnami/ray/2/debian-12/Dockerfile b/bitnami/ray/2/debian-12/Dockerfile
index 63a0e7b67c0a..fc0574c70474 100644
--- a/bitnami/ray/2/debian-12/Dockerfile
+++ b/bitnami/ray/2/debian-12/Dockerfile
@@ -7,7 +7,7 @@ ARG DOWNLOADS_URL="https://downloads.bitnami.com/files/stacksmith"
 ARG TARGETARCH
 
 LABEL org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2026-06-29T23:01:34Z" \
+      org.opencontainers.image.created="2026-07-10T18:23:42Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/ray/README.md" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/ray" \
@@ -23,13 +23,13 @@ ENV HOME="/" \
 COPY prebuildfs /
 SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 # Install required system packages and dependencies
-RUN install_packages ca-certificates curl libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgssapi-krb5-2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 liblzma5 libncursesw6 libnsl2 libreadline8 libsqlite3-0 libssl3 libstdc++6 libtinfo6 libtirpc3 procps wget zlib1g
+RUN install_packages ca-certificates curl libbz2-1.0 libffi8 libgcc-s1 liblzma5 libncursesw6 libreadline8 libsqlite3-0 libssl3 libstdc++6 libtinfo6 procps wget zlib1g
 RUN --mount=type=secret,id=downloads_url,env=SECRET_DOWNLOADS_URL \
     DOWNLOADS_URL=${SECRET_DOWNLOADS_URL:-${DOWNLOADS_URL}} ; \
     mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
     COMPONENTS=( \
-      "python-3.12.13-16-linux-${OS_ARCH}-debian-12" \
-      "ray-2.56.0-0-linux-${OS_ARCH}-debian-12" \
+      "python-3.14.6-6-linux-${OS_ARCH}-debian-12" \
+      "ray-2.56.0-1-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
@@ -50,7 +50,7 @@ RUN uninstall_packages curl
 RUN mkdir /app && chmod g+rwX /app && ln -s /opt/bitnami/python/bin/ray /usr/bin/ray && ln -s /opt/bitnami/python/bin/python /usr/bin/python
 ENV APP_VERSION="2.56.0" \
     BITNAMI_APP_NAME="ray" \
-    IMAGE_REVISION="0" \
+    IMAGE_REVISION="1" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
 WORKDIR /app
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index 66612418a2c8..000000000000
--- a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-383ae25265a900b0c678de59a1ddb7687b971aeca4bc5d22fda63204e318de70  python-3.12.13-16-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index 0180db0ac9d1..000000000000
--- a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-d561b865f8edbade9b720b92e8c1a9eb3500de9f177acd8a8e2a56007ca83189  python-3.12.13-16-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..b7fe17417aad
--- /dev/null
+++ b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+4b19f2f8beea1ca79ebe3ec3100930ee5e400ec04b41c53538b5244781e6caee  python-3.14.6-6-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..da7b02940943
--- /dev/null
+++ b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/python-3.14.6-6-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+861435320fcee05f78c8cd6f76be0ec8cec45f0cf47042c89b1708ff27986592  python-3.14.6-6-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index b476249efca2..000000000000
--- a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-f76050a5b04323866469aa2f12d69827e7fbce31f5a81c8dac8dff683f68f63f  ray-2.56.0-0-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index 1b5c226c4db1..000000000000
--- a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-0-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-a0eafedbd20a1135ff867bc0e95e8ccd168d0ba831313c2dc932ec071fc8d49d  ray-2.56.0-0-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..b7c1f1d380af
--- /dev/null
+++ b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+e20d0ec68ec20a37e2d158a2c319c86b8fb856a0f3ca07370793eb94b51b49da  ray-2.56.0-1-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..abc2bebd8806
--- /dev/null
+++ b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/checksums/ray-2.56.0-1-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+81138fed99c2583c0832c83b0bf85c75b858e85b98fe7cc9452935729daf685a  ray-2.56.0-1-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
index a8293800d55c..c1d60a5c5f42 100644
--- a/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
+++ b/bitnami/ray/2/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
@@ -424,3 +424,23 @@ EOF
 WantedBy=bitnami.service
 EOF
 }
+
+########################
+# Register a SIGTERM handler that forwards the signal to all child processes.
+# Should be called at the start of run.sh, before launching any background processes.
+# Globals:
+#   None
+# Arguments:
+#   None
+# Returns:
+#   None
+#########################
+service_register_term_forwarder() {
+    _service_forward_term() {
+        warn "Caught signal SIGTERM, passing it to child processes..."
+        pgrep -P $$ | xargs kill -TERM 2>/dev/null
+        wait
+        exit $?
+    }
+    trap _service_forward_term TERM
+}