diff --git a/api/core/model_runtime/entities/message_entities.py b/api/core/model_runtime/entities/message_entities.py
index 977678b89..3bed2460d 100644
--- a/api/core/model_runtime/entities/message_entities.py
+++ b/api/core/model_runtime/entities/message_entities.py
@@ -1,8 +1,8 @@
 from collections.abc import Sequence
 from enum import Enum, StrEnum
-from typing import Optional
+from typing import Any, Optional, Union
 
-from pydantic import BaseModel, Field, field_validator
+from pydantic import BaseModel, Field, field_serializer, field_validator
 
 
 class PromptMessageRole(Enum):
@@ -135,6 +135,16 @@ class PromptMessage(BaseModel):
         """
         return not self.content
 
+    @field_serializer("content")
+    def serialize_content(
+        self, content: Optional[Union[str, Sequence[PromptMessageContent]]]
+    ) -> Optional[str | list[dict[str, Any] | PromptMessageContent] | Sequence[PromptMessageContent]]:
+        if content is None or isinstance(content, str):
+            return content
+        if isinstance(content, list):
+            return [item.model_dump() if hasattr(item, "model_dump") else item for item in content]
+        return content
+
 
 class UserPromptMessage(PromptMessage):
     """