diff --git a/lib/galaxy/dependencies/conditional-requirements.txt b/lib/galaxy/dependencies/conditional-requirements.txt
index e672eaca7d20..5f4377b9d1a2 100644
--- a/lib/galaxy/dependencies/conditional-requirements.txt
+++ b/lib/galaxy/dependencies/conditional-requirements.txt
@@ -52,7 +52,7 @@ pygithub
 influxdb
 
 # Deep learning packages for tool recommendation
-tensorflow==2.9.3
+tensorflow==2.12.1
 
 # weasyprint has problematic requirements (cairo, Pango, see:
 # https://doc.courtbouillon.org/weasyprint/stable/first_steps.html#linux)