diff --git a/langchain_mcp_adapters/tools.py b/langchain_mcp_adapters/tools.py
index 04106ab..ccc0e9c 100644
--- a/langchain_mcp_adapters/tools.py
+++ b/langchain_mcp_adapters/tools.py
@@ -11,10 +11,41 @@
 from mcp.types import (
     Tool as MCPTool,
 )
+from pydantic.networks import AnyUrl
 
 NonTextContent = ImageContent | EmbeddedResource
 
-
+def _convert_mcp_artifact_types_to_langchain(non_text_content):
+    if isinstance(non_text_content, ImageContent):
+        return {
+            "type": "image_url",
+            "image_url": {"url": non_text_content.data},
+        }
+    elif isinstance(non_text_content, EmbeddedResource):
+        if hasattr(non_text_content, 'resource'):
+            artifact_resource = non_text_content.resource
+            if hasattr(artifact_resource, 'blob'):
+                artifact_name = artifact_resource.blob
+            else:
+                raise Exception("No blob found in the artifact")
+            if hasattr(artifact_resource, 'uri'):
+                artifact_uri = artifact_resource.uri
+                if isinstance(artifact_uri, AnyUrl):
+                    if artifact_uri.scheme:
+                        file_data = artifact_uri.scheme + ":" + artifact_uri.path
+                    else:
+                        file_data = artifact_uri.path
+                else:
+                    raise Exception("No uri found in the artifact")
+            else:
+                raise Exception("No uri found in the artifact")
+            return {
+                "type": "file",
+                "file": {"filename": artifact_name, "file_data": file_data},
+            }
+    else:
+        raise NotImplementedError("Artifact type not supported")
+    
 def _convert_call_tool_result(
     call_tool_result: CallToolResult,
 ) -> tuple[str | list[str], list[NonTextContent] | None]:
@@ -24,7 +55,7 @@ def _convert_call_tool_result(
         if isinstance(content, TextContent):
             text_contents.append(content)
         else:
-            non_text_contents.append(content)
+            non_text_contents.append(_convert_mcp_artifact_types_to_langchain(content))
 
     tool_content: str | list[str] = [content.text for content in text_contents]
     if len(text_contents) == 1: