diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py
index d02ee0a9..e9e6d66d 100644
--- a/vision_agent/agent/vision_agent.py
+++ b/vision_agent/agent/vision_agent.py
@@ -501,6 +501,7 @@ def chat_with_workflow(
             )
 
             visualized_images = visualize_result(all_tool_results)
+            all_tool_results.append({"visualized_images": visualized_images})
             reflection = self_reflect(
                 self.reflect_model,
                 question,