diff --git a/lightrag/operate.py b/lightrag/operate.py
index 15ba7696..cd8d8a64 100644
--- a/lightrag/operate.py
+++ b/lightrag/operate.py
@@ -3233,7 +3233,7 @@ async def _build_llm_context(
     text_units_str = "\n".join(
         json.dumps(text_unit, ensure_ascii=False) for text_unit in text_units_context
     )
-    reference_list_str = "\n\n".join(
+    reference_list_str = "\n".join(
         f"[{ref['reference_id']}] {ref['file_path']}"
         for ref in reference_list
         if ref["reference_id"]
@@ -4124,7 +4124,7 @@ async def naive_query(
     text_units_str = "\n".join(
         json.dumps(text_unit, ensure_ascii=False) for text_unit in text_units_context
     )
-    reference_list_str = "\n\n".join(
+    reference_list_str = "\n".join(
         f"[{ref['reference_id']}] {ref['file_path']}"
         for ref in reference_list
         if ref["reference_id"]
diff --git a/lightrag/prompt.py b/lightrag/prompt.py
index bd010cd2..ded23c7e 100644
--- a/lightrag/prompt.py
+++ b/lightrag/prompt.py
@@ -340,7 +340,7 @@ Document Chunks (Each entry has a reference_id refer to the `Reference Document
 
 Reference Document List (Each entry starts with a [reference_id] that corresponds to entries in the Document Chunks):
 
-```text
+```
 {reference_list_str}
 ```
 
@@ -355,7 +355,7 @@ Document Chunks (Each entry has a reference_id refer to the `Reference Document
 
 Reference Document List (Each entry starts with a [reference_id] that corresponds to entries in the Document Chunks):
 
-```text
+```
 {reference_list_str}
 ```