diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000000..f4727297a4
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,27 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+version: 2
+updates:
+  - package-ecosystem: "pip" # See documentation for possible values
+    directory: "/tool/conda/singa" # Location of package manifests
+    schedule:
+      interval: "daily"
+  - package-ecosystem: "maven" # See documentation for possible values
+    directory: "/java" # Location of package manifests
+    schedule:
+      interval: "monthly"
diff --git a/README.md b/README.md
index b11fb5a8d4..5066a6c924 100644
--- a/README.md
+++ b/README.md
@@ -45,6 +45,7 @@ Distributed deep learning system
 
 ![LGTM C++ Grade](https://img.shields.io/lgtm/grade/cpp/github/apache/incubator-singa)
 ![LGTM Python Grade](https://img.shields.io/lgtm/grade/python/github/apache/incubator-singa)
+![Dependabot](https://api.dependabot.com/badges/status?host=github&repo=apache/singa)
 [![codecov](https://codecov.io/gh/apache/singa/branch/master/graph/badge.svg)](https://codecov.io/gh/apache/singa)
 
 [![Stargazers over time](https://starchart.cc/apache/singa.svg)](https://starchart.cc/apache/singa)
diff --git a/tool/conda/singa/requirements.txt b/tool/conda/singa/requirements.txt
new file mode 100644
index 0000000000..aafc2789d6
--- /dev/null
+++ b/tool/conda/singa/requirements.txt
@@ -0,0 +1,7 @@
+swig==3.0.12
+openblas==0.3.9
+glog==0.3.5
+deprecated==1.2.7
+onnx==1.6.0
+deprecated==1.2.7
+libopenblas==0.3.9