diff --git a/README-zh.md b/README-zh.md
index 25273399..cdc84878 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -1109,8 +1109,9 @@ LightRAG 现已与 [RAG-Anything](https://github.com/HKUDS/RAG-Anything) 实现
    ```
 2. 处理多模态文档：
     <details>
-    <summary> <b> RAGAnything 使用实例 </b></summary>
-        ```python
+    <summary> <b> RAGAnything 使用示例 </b></summary>
+
+    ```python
         import asyncio
         from raganything import RAGAnything
         from lightrag import LightRAG
@@ -1198,7 +1199,8 @@ LightRAG 现已与 [RAG-Anything](https://github.com/HKUDS/RAG-Anything) 实现
 
         if __name__ == "__main__":
             asyncio.run(load_existing_lightrag())
-        ```
+    ```
+
     </details>
 
 如需详细文档和高级用法，请参阅 [RAG-Anything 仓库](https://github.com/HKUDS/RAG-Anything)。
diff --git a/README.md b/README.md
index 2c9e08b8..3b21301e 100644
--- a/README.md
+++ b/README.md
@@ -1161,7 +1161,8 @@ LightRAG now seamlessly integrates with [RAG-Anything](https://github.com/HKUDS/
 2. Process multimodal documents:
     <details>
     <summary> <b> RAGAnything Usage Example </b></summary>
-        ```python
+
+    ```python
         import asyncio
         from raganything import RAGAnything
         from lightrag import LightRAG
@@ -1249,7 +1250,7 @@ LightRAG now seamlessly integrates with [RAG-Anything](https://github.com/HKUDS/
 
         if __name__ == "__main__":
             asyncio.run(load_existing_lightrag())
-        ```
+    ```
     </details>
 
 For detailed documentation and advanced usage, please refer to the [RAG-Anything repository](https://github.com/HKUDS/RAG-Anything).