diff --git a/bitnami/pymilvus/2/debian-12/Dockerfile b/bitnami/pymilvus/2/debian-12/Dockerfile
index 027ea9971578..50ebacc93484 100644
--- a/bitnami/pymilvus/2/debian-12/Dockerfile
+++ b/bitnami/pymilvus/2/debian-12/Dockerfile
@@ -8,14 +8,13 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:c50c90cfd9d12b445b011e6ad529f1ad3daea45c26d20b00732fae3cd71f6a83" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2025-06-10T01:35:19Z" \
+      org.opencontainers.image.created="2025-07-09T11:34:58Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/pymilvus/README.md" \
-      org.opencontainers.image.ref.name="2.5.11-debian-12-r0" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/pymilvus" \
       org.opencontainers.image.title="pymilvus" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
-      org.opencontainers.image.version="2.5.11"
+      org.opencontainers.image.version="2.5.12"
 
 ENV HOME="/" \
     OS_ARCH="${TARGETARCH:-amd64}" \
@@ -26,10 +25,12 @@ COPY prebuildfs /
 SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 # Install required system packages and dependencies
 RUN install_packages ca-certificates curl libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgomp1 libgssapi-krb5-2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 liblzma5 libncursesw6 libnsl2 libquadmath0 libreadline8 libsqlite3-0 libssl3 libstdc++6 libtinfo6 libtirpc3 procps zlib1g
-RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
+RUN --mount=type=secret,id=downloads_url,env=SECRET_DOWNLOADS_URL \
+    DOWNLOADS_URL=${SECRET_DOWNLOADS_URL:-${DOWNLOADS_URL}} ; \
+    mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
     COMPONENTS=( \
       "python-3.12.11-3-linux-${OS_ARCH}-debian-12" \
-      "pymilvus-2.5.11-0-linux-${OS_ARCH}-debian-12" \
+      "pymilvus-2.5.12-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
@@ -48,7 +49,7 @@ RUN mkdir /.local && chmod g+rwX /.local
 RUN uninstall_packages curl
 
 RUN mkdir /app && chmod g+rwX /app
-ENV APP_VERSION="2.5.11" \
+ENV APP_VERSION="2.5.12" \
     BITNAMI_APP_NAME="pymilvus" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
diff --git a/bitnami/pymilvus/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/pymilvus/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
index 36079ed84698..6f976e3e8c2d 100644
--- a/bitnami/pymilvus/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/pymilvus/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -3,7 +3,7 @@
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "2.5.11-0"
+        "version": "2.5.12-0"
     },
     "python": {
         "arch": "amd64",
diff --git a/bitnami/pymilvus/2/debian-12/tags-info.yaml b/bitnami/pymilvus/2/debian-12/tags-info.yaml
deleted file mode 100644
index c1151bfd7809..000000000000
--- a/bitnami/pymilvus/2/debian-12/tags-info.yaml
+++ /dev/null
@@ -1,5 +0,0 @@
-rolling-tags:
-- "2"
-- 2-debian-12
-- 2.5.11
-- latest