diff --git a/.gitignore b/.gitignore
index 6bab01222a52bba92a48373a7755931e5779879a..ed59847247be44bbe5ecb45d88545eec884eaa24 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,6 +2,7 @@
 dockers/.env
 .vscode/*
 *.pyc
+logs/
 
 # contains data for local tests
 .coverage
diff --git a/config/airflow.cfg b/config/airflow.cfg
index b304e72a91e130ec0318b88dbad24cd096d8d6b2..ad90566620303d47e3c2391f55e4af5ddb8b7aed 100644
--- a/config/airflow.cfg
+++ b/config/airflow.cfg
@@ -347,13 +347,13 @@ statsd_datadog_tags =
 [secrets]
 # Full class name of secrets backend to enable (will precede env vars and metastore in search path)
 # Example: backend = airflow.providers.amazon.aws.secrets.systems_manager.SystemsManagerParameterStoreBackend
-backend =
+backend = datacat_integration.secrets.DatacatSecretsBackend
 
 # The backend_kwargs param is loaded into a dictionary and passed to __init__ of secrets backend class.
 # See documentation for the secrets backend you are using. JSON is expected.
 # Example for AWS Systems Manager ParameterStore:
 # ``{"connections_prefix": "/airflow/connections", "profile_name": "default"}``
-backend_kwargs =
+backend_kwargs = {"url" : "https://zam10036.zam.kfa-juelich.de", "user" : "dls-testing", "password" : "dls-testing-pass"}
 
 [cli]
 # In what way should the cli access the API. The LocalClient will use the
diff --git a/dockers/eflows-airflow.docker b/dockers/eflows-airflow.docker
new file mode 100644
index 0000000000000000000000000000000000000000..817a86e21235125f67dc58f757cb0fc5466eb9bb
--- /dev/null
+++ b/dockers/eflows-airflow.docker
@@ -0,0 +1,7 @@
+FROM apache/airflow:2.2.2
+
+RUN pip --version
+
+ADD requirements.txt /requirements.txt
+
+RUN pip install -r /requirements.txt
diff --git a/requirements.txt b/requirements.txt
index aeecd2f8a68c7beca6f3259e5c3642f6349f8984..0b4ee447adaaaef3371d8d4177499e2810f9ab6d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,5 @@ plyvel
 apache-airflow-providers-ssh
 apache-airflow-providers-http
 apache-airflow-providers-sftp
+--index-url https://gitlab.jsc.fz-juelich.de/api/v4/projects/4405/packages/pypi/simple
+airflow-datacat-integration>=0.0.4