diff --git a/bitnami/pymilvus/2/debian-11/Dockerfile b/bitnami/pymilvus/2/debian-11/Dockerfile
index 6b054371cb0c..ff129caef752 100644
--- a/bitnami/pymilvus/2/debian-11/Dockerfile
+++ b/bitnami/pymilvus/2/debian-11/Dockerfile
@@ -7,10 +7,10 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:1e1b4657a77f0d47e9220f0c37b9bf7802581b93214fff7d1bd2364c8bf22e8e" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bullseye" \
-      org.opencontainers.image.created="2024-01-03T08:39:25Z" \
+      org.opencontainers.image.created="2024-01-20T02:40:45Z" \
       org.opencontainers.image.description="Application packaged by VMware, Inc" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="2.3.5-debian-11-r0" \
+      org.opencontainers.image.ref.name="2.3.5-debian-11-r1" \
       org.opencontainers.image.title="pymilvus" \
       org.opencontainers.image.vendor="VMware, Inc." \
       org.opencontainers.image.version="2.3.5"
@@ -42,6 +42,7 @@ RUN apt-get autoremove --purge -y curl && \
     apt-get update && apt-get upgrade -y && \
     apt-get clean && rm -rf /var/lib/apt/lists /var/cache/apt/archives
 RUN useradd -r -u 1001 -g root pymilvus
+RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
 RUN mkdir /.local && chmod g+rwX /.local
 
 RUN mkdir /app && chmod g+rwX /app
diff --git a/bitnami/pymilvus/2/debian-11/docker-compose.yml b/bitnami/pymilvus/2/debian-11/docker-compose.yml
deleted file mode 100644
index b4df34d92155..000000000000
--- a/bitnami/pymilvus/2/debian-11/docker-compose.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-# Copyright VMware, Inc.
-# SPDX-License-Identifier: APACHE-2.0
-
-version: '2'
-
-services:
-  pymilvus:
-    tty: true
-    image: docker.io/bitnami/pymilvus:2
-    volumes:
-      - '.:/app'
diff --git a/bitnami/pymilvus/2/debian-11/prebuildfs/usr/sbin/run-script b/bitnami/pymilvus/2/debian-11/prebuildfs/usr/sbin/run-script
index b7a5bf1e50bf..4ca0f897277e 100755
--- a/bitnami/pymilvus/2/debian-11/prebuildfs/usr/sbin/run-script
+++ b/bitnami/pymilvus/2/debian-11/prebuildfs/usr/sbin/run-script
@@ -10,7 +10,7 @@ fi
 
 script=$1
 exit_code="${2:-96}"
-fail_if_not_present="${3:-y}"
+fail_if_not_present="${3:-n}"
 
 if test -f "$script"; then
   sh $script
diff --git a/bitnami/pymilvus/README.md b/bitnami/pymilvus/README.md
index 6614f4693491..e53506f13a23 100644
--- a/bitnami/pymilvus/README.md
+++ b/bitnami/pymilvus/README.md
@@ -13,13 +13,6 @@ Trademarks: This software listing is packaged by Bitnami. The respective tradema
 docker run -it --name pymilvus bitnami/pymilvus
 ```
 
-### Docker Compose
-
-```console
-curl -sSL https://raw.githubusercontent.com/bitnami/containers/main/bitnami/pymilvus/docker-compose.yml > docker-compose.yml
-docker-compose up -d
-```
-
 ## Why use Bitnami Images?
 
 * Bitnami closely tracks upstream source changes and promptly publishes new versions of this image using our automated systems.
@@ -109,20 +102,12 @@ Bitnami provides up-to-date versions of PyMilvus, including security patches, so
 docker pull bitnami/pymilvus:latest
 ```
 
-or if you're using Docker Compose, update the value of the image property to `bitnami/pymilvus:latest`.
-
 #### Step 2: Remove the currently running container
 
 ```console
 docker rm -v pymilvus
 ```
 
-or using Docker Compose:
-
-```console
-docker-compose rm -v pymilvus
-```
-
 #### Step 3: Run the new image
 
 Re-create your container from the new image.
@@ -131,11 +116,11 @@ Re-create your container from the new image.
 docker run --name pymilvus bitnami/pymilvus:latest
 ```
 
-or using Docker Compose:
+## Notable Changes
 
-```console
-docker-compose up pymilvus
-```
+### Starting January 16, 2024
+
+* The `docker-compose.yaml` file has been removed, as it was solely intended for internal testing purposes.
 
 ## Contributing