diff --git a/airflow/decorators/__init__.pyi b/airflow/decorators/__init__.pyi
index 45cb69c5b0ffd..9ec8c884fe73c 100644
--- a/airflow/decorators/__init__.pyi
+++ b/airflow/decorators/__init__.pyi
@@ -210,6 +210,12 @@ class TaskDecoratorCollection:
         :param host_tmp_dir: Specify the location of the temporary directory on the host which will
             be mapped to tmp_dir. If not provided defaults to using the standard system temp directory.
         :param network_mode: Network mode for the container.
+            It can be one of the following:
+            bridge - Create new network stack for the container with default docker bridge network
+            None - No networking for this container
+            container:<name|id> - Use the network stack of another container specified via <name|id>
+            host - Use the host network stack. Incompatible with `port_bindings`
+            '<network-name>|<network-id>' - Connects the container to user created network(using `docker network create` command)
         :param tls_ca_cert: Path to a PEM-encoded certificate authority
             to secure the docker connection.
         :param tls_client_cert: Path to the PEM-encoded certificate
diff --git a/airflow/providers/docker/operators/docker.py b/airflow/providers/docker/operators/docker.py
index 4eb2560fc54b3..7e0cd3ac49501 100644
--- a/airflow/providers/docker/operators/docker.py
+++ b/airflow/providers/docker/operators/docker.py
@@ -90,6 +90,13 @@ class DockerOperator(BaseOperator):
     :param host_tmp_dir: Specify the location of the temporary directory on the host which will
         be mapped to tmp_dir. If not provided defaults to using the standard system temp directory.
     :param network_mode: Network mode for the container.
+        It can be one of the following:
+        bridge - Create new network stack for the container with default docker bridge network
+        None - No networking for this container
+        container:<name|id> - Use the network stack of another container specified via <name|id>
+        host - Use the host network stack. Incompatible with `port_bindings`
+        '<network-name>|<network-id>' - Connects the container to user created network
+        (using `docker network create` command)
     :param tls_ca_cert: Path to a PEM-encoded certificate authority
         to secure the docker connection.
     :param tls_client_cert: Path to the PEM-encoded certificate