diff --git a/docs/examples/develop_formula_understanding.py b/docs/examples/develop_formula_understanding.py
index 2c631a8d..3cdef489 100644
--- a/docs/examples/develop_formula_understanding.py
+++ b/docs/examples/develop_formula_understanding.py
@@ -1,3 +1,7 @@
+# WARNING
+# This example demonstrates only how to develop a new enrichment model.
+# It does not run thr actual formula understanding model.
+
 import logging
 from pathlib import Path
 from typing import Iterable
diff --git a/docs/examples/develop_picture_enrichment.py b/docs/examples/develop_picture_enrichment.py
index 86898889..362ec615 100644
--- a/docs/examples/develop_picture_enrichment.py
+++ b/docs/examples/develop_picture_enrichment.py
@@ -1,3 +1,7 @@
+# WARNING
+# This example demonstrates only how to develop a new enrichment model.
+# It does not run thr actual picture classifier model.
+
 import logging
 from pathlib import Path
 from typing import Any, Iterable