diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 2aa44b8ebb7f..a652172b8fee 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -243,7 +243,7 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.0
 referencing==0.37.0
 regex==2026.2.28
 requests==2.33.0