diff --git a/vision_agent/agent/vision_agent.py b/vision_agent/agent/vision_agent.py
index b02cdf72..a15eddaa 100644
--- a/vision_agent/agent/vision_agent.py
+++ b/vision_agent/agent/vision_agent.py
@@ -8,7 +8,12 @@
 from PIL import Image
 from tabulate import tabulate
 
-from vision_agent.image_utils import overlay_bboxes, overlay_masks, overlay_heat_map
+from vision_agent.image_utils import (
+    convert_to_b64,
+    overlay_bboxes,
+    overlay_heat_map,
+    overlay_masks,
+)
 from vision_agent.llm import LLM, OpenAILLM
 from vision_agent.lmm import LMM, OpenAILMM
 from vision_agent.tools import TOOLS
@@ -481,6 +486,15 @@ def log_progress(self, description: str) -> None:
         if self.report_progress_callback:
             self.report_progress_callback(description)
 
+    def _report_visualization_via_callback(self, images: List[Union[str, Path]]) -> None:
+        """This is intended for streaming the visualization images via the callback to the client side."""
+        if self.report_progress_callback:
+            self.report_progress_callback("<VIZ>" )
+            if images:
+                for img in images:
+                    self.report_progress_callback(f"<IMG>{convert_to_b64(img)}</IMG>")
+            self.report_progress_callback("</VIZ>" )
+
     def chat_with_workflow(
         self,
         chat: List[Dict[str, str]],
@@ -578,6 +592,7 @@ def chat_with_workflow(
 
         if visualize_output:
             visualized_output = all_tool_results[-1]["visualized_output"]
+            self._report_visualization_via_callback(visualized_output)
             for image in visualized_output:
                 Image.open(image).show()
 
diff --git a/vision_agent/image_utils.py b/vision_agent/image_utils.py
index 43da645f..5a28df1d 100644
--- a/vision_agent/image_utils.py
+++ b/vision_agent/image_utils.py
@@ -4,7 +4,7 @@
 from importlib import resources
 from io import BytesIO
 from pathlib import Path
-from typing import Dict, Tuple, Union, List
+from typing import Dict, List, Tuple, Union
 
 import numpy as np
 from PIL import Image, ImageDraw, ImageFont