diff --git a/api/core/workflow/nodes/llm/llm_node.py b/api/core/workflow/nodes/llm/llm_node.py
index 4431259a57..7fb3333a3a 100644
--- a/api/core/workflow/nodes/llm/llm_node.py
+++ b/api/core/workflow/nodes/llm/llm_node.py
@@ -364,7 +364,7 @@ class LLMNode(BaseNode):
                         if 'content' not in item:
                             raise ValueError(f'Invalid context structure: {item}')
 
-                        context_str += item['content'] + '\n'
+                        context_str += item['content'].text + '\n'
 
                         retriever_resource = self._convert_to_original_retriever_resource(item)
                         if retriever_resource: