diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000000..afdb9972da
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,21 @@
+# Copyright 2016-2023 Swiss National Supercomputing Centre (CSCS/ETH Zurich)
+# ReFrame Project Developers. See the top-level LICENSE file for details.
+#
+# SPDX-License-Identifier: BSD-3-Clause
+
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.11"
+
+sphinx:
+  configuration: docs/conf.py
+
+formats:
+  - epub
+
+python:
+  install:
+    - requirements: docs/requirements.txt