diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000000..b63e5754d5
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,349 @@
+updates:
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/golang.org/x/net/http2
+  open-pull-requests-limit: 10
+  package-ecosystem: docker
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: examples/tf_sample
+  open-pull-requests-limit: 10
+  package-ecosystem: docker
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: examples/v1/mnist_with_summaries
+  open-pull-requests-limit: 10
+  package-ecosystem: docker
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: build/images/tf_operator
+  open-pull-requests-limit: 10
+  package-ecosystem: docker
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: test/test-server
+  open-pull-requests-limit: 10
+  package-ecosystem: docker
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - jinchihe
+  directory: sdk/python
+  open-pull-requests-limit: 10
+  package-ecosystem: pip
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: .
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - dims
+  - thockin
+  - justinsb
+  - tallclair
+  - piosz
+  - brancz
+  - DirectXMan12
+  - lavalamp
+  directory: vendor/k8s.io/klog
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - jayunit100
+  - hoegaarden
+  - andyxning
+  - neolit123
+  - pohly
+  - yagonobre
+  - vincepri
+  - detiber
+  schedule:
+    interval: daily
+- assignees:
+  - lavalamp
+  - wojtek-t
+  - sttts
+  directory: vendor/k8s.io/code-generator
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - lavalamp
+  - wojtek-t
+  - sttts
+  schedule:
+    interval: daily
+- assignees:
+  - dims
+  - lavalamp
+  - smarterclayton
+  - deads2k
+  - sttts
+  - liggitt
+  - caesarxuchao
+  directory: vendor/sigs.k8s.io/yaml
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - dims
+  - thockin
+  - lavalamp
+  - smarterclayton
+  - wojtek-t
+  - deads2k
+  - derekwaynecarr
+  - caesarxuchao
+  - mikedanese
+  - liggitt
+  - gmarek
+  - sttts
+  - ncdc
+  - tallclair
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/google.golang.org/appengine
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/json-iterator/go
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/hashicorp/golang-lru
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/spf13/pflag
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/go-openapi/jsonpointer
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/go-openapi/jsonreference
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/go-openapi/spec
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/go-openapi/swag
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/google/gofuzz
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/google/uuid
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/prometheus/procfs
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/konsorten/go-windows-terminal-sequences
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/cespare/xxhash/v2
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/github.com/sirupsen/logrus
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/golang.org/x/xerrors
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/golang.org/x/oauth2
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+- assignees:
+  - ChanYiLin
+  - gaocegege
+  - johnugeorge
+  directory: vendor/gopkg.in/yaml.v2
+  open-pull-requests-limit: 10
+  package-ecosystem: gomod
+  reviewers:
+  - terrytangyuan
+  - jinchihe
+  schedule:
+    interval: daily
+version: 2
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000000..8bff88cd83
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,2 @@
+build-dependabot:
+	python3 hack/create_dependabot.py
diff --git a/hack/create_dependabot.py b/hack/create_dependabot.py
new file mode 100644
index 0000000000..a83f04de5b
--- /dev/null
+++ b/hack/create_dependabot.py
@@ -0,0 +1,100 @@
+import yaml
+import collections
+from pathlib import Path
+
+dependabot = {}
+dependabot['version'] = 2
+dependabot['updates'] = []
+ignored_folders = ['node_modules', 'dist', '.git', 'deprecated']
+
+def get_owners(path):
+    while not Path(path/'OWNERS').is_file():
+        path = path.parent.absolute()
+    with open(path/'OWNERS') as owner_file:
+        owners = yaml.load(owner_file)
+        return owners
+
+def get_docker_paths():
+    dockerfile_list = list(repo_path.glob('**/*ockerfile*'))
+    docker_clean_list = []
+    for dockerfile in dockerfile_list:
+        if all(x not in str(dockerfile) for x in ignored_folders):
+            if dockerfile.parents[0] not in docker_clean_list:
+                docker_clean_list.append(dockerfile.parents[0])
+    return docker_clean_list
+
+def get_npm_paths():
+    npm_list = list(repo_path.glob('**/package*.json'))
+    npm_clean_list = []
+    for npm_file in npm_list:
+        if all(x not in str(npm_file) for x in ignored_folders):
+            if npm_file.parents[0] not in npm_clean_list:
+                npm_clean_list.append(npm_file.parents[0])
+    return npm_clean_list
+
+def get_pip_paths():
+    pip_list = list(repo_path.glob('**/*requirements.txt'))
+    pip_clean_list = []
+    for pip_file in pip_list:
+        if all(x not in str(pip_file) for x in ignored_folders):
+            if pip_file.parents[0] not in pip_clean_list:
+                pip_clean_list.append(pip_file.parents[0])
+    return pip_clean_list
+
+def get_go_paths():
+    go_list = list(repo_path.glob('**/go.*'))
+    go_clean_list = []
+    for go_file in go_list:
+        if all(x not in str(go_file) for x in ignored_folders):
+            if go_file.parents[0] not in go_clean_list:
+                go_clean_list.append(go_file.parents[0])
+    return go_clean_list
+
+def append_updates(ecosystem, directory, assignees, reviewers=None):
+    config = {}
+    config['package-ecosystem'] = ecosystem
+    config['directory'] = directory
+    config['schedule']= {}
+    config['schedule']['interval'] = 'daily'
+    config['open-pull-requests-limit'] = 10
+    config['assignees'] = assignees
+    if reviewers:
+        config['reviewers'] = reviewers
+    dependabot['updates'].append(config)
+
+def main():
+    for docker_path in get_docker_paths():
+        string_path = str(docker_path)
+        assignees = get_owners(docker_path).get('approvers')
+        reviewers = get_owners(docker_path).get('reviewers')
+        append_updates('docker', string_path, assignees, reviewers)
+
+    for npm_path in get_npm_paths():
+        string_path = str(npm_path)
+        assignees = get_owners(npm_path).get('approvers')
+        reviewers = get_owners(npm_path).get('reviewers')
+        append_updates('npm', string_path, assignees, reviewers)
+
+    for pip_path in get_pip_paths():
+        string_path = str(pip_path)
+        assignees = get_owners(pip_path).get('approvers')
+        reviewers = get_owners(pip_path).get('reviewers')
+        append_updates('pip', string_path, assignees, reviewers)
+
+    for go_path in get_go_paths():
+        string_path = str(go_path)
+        assignees = get_owners(go_path).get('approvers')
+        reviewers = get_owners(go_path).get('reviewers')
+        append_updates('gomod', string_path, assignees, reviewers)
+
+    with open('.github/dependabot.yml', 'w') as outfile:
+        yaml.dump(dependabot, outfile, default_flow_style=False)
+
+    print(get_docker_paths())
+    print(get_npm_paths())
+    print(get_pip_paths())
+    print(get_go_paths())
+
+if __name__ == "__main__":
+    repo_path = Path(__file__).parents[1]
+    main()
\ No newline at end of file