diff --git a/bitnami/mlflow/2/debian-12/Dockerfile b/bitnami/mlflow/2/debian-12/Dockerfile
index c10add4500b6..c1745070e88b 100644
--- a/bitnami/mlflow/2/debian-12/Dockerfile
+++ b/bitnami/mlflow/2/debian-12/Dockerfile
@@ -3,19 +3,20 @@
 
 FROM docker.io/bitnami/minideb:bookworm
 
+ARG DOWNLOADS_URL
 ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:c50c90cfd9d12b445b011e6ad529f1ad3daea45c26d20b00732fae3cd71f6a83" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2024-09-18T07:28:16Z" \
+      org.opencontainers.image.created="2024-10-16T08:39:54Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/mlflow/README.md" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="2.16.2-debian-12-r3" \
+      org.opencontainers.image.ref.name="2.17.0-debian-12-r0" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/mlflow" \
       org.opencontainers.image.title="mlflow" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
-      org.opencontainers.image.version="2.16.2"
+      org.opencontainers.image.version="2.17.0"
 
 ENV HOME="/" \
     OS_ARCH="${TARGETARCH:-amd64}" \
@@ -28,13 +29,13 @@ SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 RUN install_packages ca-certificates curl git libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgmp10 libgnutls30 libgssapi-krb5-2 libhogweed6 libidn2-0 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 libldap-2.5-0 liblzma5 libncursesw6 libnettle8 libnsl2 libp11-kit0 libpq5 libreadline8 libsasl2-2 libsqlite3-0 libssl3 libstdc++6 libtasn1-6 libtinfo6 libtirpc3 libunistring2 procps zlib1g
 RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ ; \
     COMPONENTS=( \
-      "python-3.12.6-4-linux-${OS_ARCH}-debian-12" \
-      "mlflow-2.16.2-2-linux-${OS_ARCH}-debian-12" \
+      "python-3.12.7-0-linux-${OS_ARCH}-debian-12" \
+      "mlflow-2.17.0-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
-        curl -SsLf "https://downloads.bitnami.com/files/stacksmith/${COMPONENT}.tar.gz" -O ; \
-        curl -SsLf "https://downloads.bitnami.com/files/stacksmith/${COMPONENT}.tar.gz.sha256" -O ; \
+        curl -SsLf "https://${DOWNLOADS_URL}/${COMPONENT}.tar.gz" -O ; \
+        curl -SsLf "https://${DOWNLOADS_URL}/${COMPONENT}.tar.gz.sha256" -O ; \
       fi ; \
       sha256sum -c "${COMPONENT}.tar.gz.sha256" ; \
       tar -zxf "${COMPONENT}.tar.gz" -C /opt/bitnami --strip-components=2 --no-same-owner --wildcards '*/files' ; \
@@ -48,7 +49,7 @@ RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
 RUN mkdir /.local && chmod g+rwX /.local
 
 RUN mkdir -p /app/mlruns /app/mlartifacts /bitnami/mlflow && chmod g+rwX /app /app/mlruns /app/mlartifacts /bitnami/mlflow && ln -s /opt/bitnami/python/lib/*/site-packages/mlflow/server/auth/ /bitnami/mlflow-basic-auth
-ENV APP_VERSION="2.16.2" \
+ENV APP_VERSION="2.17.0" \
     BITNAMI_APP_NAME="mlflow" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
diff --git a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
index 750705c43a9e..b82915392a90 100644
--- a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -3,12 +3,12 @@
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "2.16.2-2"
+        "version": "2.17.0-0"
     },
     "python": {
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "3.12.6-4"
+        "version": "3.12.7-0"
     }
 }
\ No newline at end of file
diff --git a/bitnami/mlflow/2/debian-12/tags-info.yaml b/bitnami/mlflow/2/debian-12/tags-info.yaml
index 68576e486106..50b5787ce6b0 100644
--- a/bitnami/mlflow/2/debian-12/tags-info.yaml
+++ b/bitnami/mlflow/2/debian-12/tags-info.yaml
@@ -1,5 +1,5 @@
 rolling-tags:
 - "2"
 - 2-debian-12
-- 2.16.2
+- 2.17.0
 - latest