diff --git a/AI/mlflow/3.3.1/24.03-lts-sp1/Dockerfile b/AI/mlflow/3.3.1/24.03-lts-sp1/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..0d1430cf82eb80f6375c16ba3987a9d43ca3c3ef
--- /dev/null
+++ b/AI/mlflow/3.3.1/24.03-lts-sp1/Dockerfile
@@ -0,0 +1,19 @@
+ARG BASE=openeuler/openeuler:24.03-lts-sp1
+
+FROM ${BASE}
+
+ARG VERSION=3.3.1
+
+RUN yum install -y python3-pip shadow-utils && yum clean all
+
+RUN pip3 install mlflow==${VERSION} -i https://pypi.tuna.tsinghua.edu.cn/simple && \
+    groupadd --gid 10001 mlflow && \
+    useradd --uid 10001 --gid mlflow --shell /bin/bash --create-home mlflow && \
+    mkdir -p /mlflow && \
+    chown mlflow:mlflow /mlflow
+
+USER 10001
+
+ENV MLFLOW_TRACKING_URI=/mlflow
+
+CMD ["mlflow", "server", "--backend-store-uri", "/mlflow", "--default-artifact-root", "/mlflow", "--host", "0.0.0.0"]
diff --git a/AI/mlflow/README.md b/AI/mlflow/README.md
index 742b299a96f981bbcdb89e482da4db983c463c23..3c5606549540e596ef665ce2384d6fd98a6b29e3 100644
--- a/AI/mlflow/README.md
+++ b/AI/mlflow/README.md
@@ -31,6 +31,7 @@ Learn more on [MLflow website](https://mlflow.org/docs/latest/introduction/index
 The tag of each mlflow docker image is consist of the version of mlflow and the version of basic image. The details are as follows
 | Tags | Currently |  Architectures|
 |--|--|--|
+|[3.3.1-oe2403sp1](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/3.3.1/24.03-lts-sp1/Dockerfile) | mlflow 3.3.1 on openEuler 24.03-LTS-SP1 | amd64, arm64 |
 |[2.11.1-oe2203sp3](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.11.1/22.03-lts-sp3/Dockerfile)| MLflow 2.11.1 on openEuler 22.03-LTS-SP3 | amd64, arm64 |
 |[2.13.1-oe2203sp1](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.13.1/22.03-lts-sp1/Dockerfile)| MLflow 2.13.1 on openEuler 22.03-LTS-SP1 | amd64, arm64 |
 |[2.13.1-oe2203sp2](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.13.1/22.03-lts-sp2/Dockerfile)| MLflow 2.13.1 on openEuler 22.03-LTS-SP2 | amd64, arm64 |
diff --git a/AI/mlflow/doc/image-info.yml b/AI/mlflow/doc/image-info.yml
index 684f95f695ef42bcd72c12ab41ac8fc0cb7864da..ccbb0c0f438edb7dc9870e84365dce20dc2fd697 100644
--- a/AI/mlflow/doc/image-info.yml
+++ b/AI/mlflow/doc/image-info.yml
@@ -11,6 +11,7 @@ tags: |
 
   |    Tag   |  Currently  |   Architectures  |
   |----------|-------------|------------------|
+  |[3.3.1-oe2403sp1](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/3.3.1/24.03-lts-sp1/Dockerfile) | mlflow 3.3.1 on openEuler 24.03-LTS-SP1 | amd64, arm64 |
   |[2.11.1-oe2203sp3](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.11.1/22.03-lts-sp3/Dockerfile)| MLflow 2.11.1 on openEuler 22.03-LTS-SP3 | amd64, arm64 |
   |[2.13.1-oe2203sp1](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.13.1/22.03-lts-sp1/Dockerfile)| MLflow 2.13.1 on openEuler 22.03-LTS-SP1 | amd64, arm64 |
   |[2.13.1-oe2203sp2](https://gitee.com/openeuler/openeuler-docker-images/blob/master/AI/mlflow/2.13.1/22.03-lts-sp2/Dockerfile)| MLflow 2.13.1 on openEuler 22.03-LTS-SP2 | amd64, arm64 |
diff --git a/AI/mlflow/meta.yml b/AI/mlflow/meta.yml
index 6fc4100190d56b8ceb3665397544c13357e351d3..2d35e7bb7e225390846cd4e9c0b002f3c51bb2b5 100644
--- a/AI/mlflow/meta.yml
+++ b/AI/mlflow/meta.yml
@@ -49,4 +49,6 @@
 3.1.0-oe2403sp1:
   path: AI/mlflow/3.1.0/24.03-lts-sp1/Dockerfile
 3.2.0-oe2403sp1:
-  path: 3.2.0/24.03-lts-sp1/Dockerfile
\ No newline at end of file
+  path: 3.2.0/24.03-lts-sp1/Dockerfile
+3.3.1-oe2403sp1:
+  path: 3.3.1/24.03-lts-sp1/Dockerfile
\ No newline at end of file