diff --git a/README-zh.md b/README-zh.md
index 9e8f6334..c1826abd 100644
--- a/README-zh.md
+++ b/README-zh.md
@@ -558,13 +558,16 @@ rag.insert_custom_kg(custom_kg)
## 插入
-#### 基本插入
+
+ 基本插入
```python
# 基本插入
rag.insert("文本")
```
+
+
批量插入
@@ -761,7 +764,7 @@ rag = LightRAG(
create INDEX CONCURRENTLY entity_idx_node_id ON dickens."Entity" (ag_catalog.agtype_access_operator(properties, '"node_id"'::agtype));
CREATE INDEX CONCURRENTLY entity_node_id_gin_idx ON dickens."Entity" using gin(properties);
ALTER TABLE dickens."DIRECTED" CLUSTER ON directed_sid_idx;
-
+
-- 如有必要可以删除
drop INDEX entity_p_idx;
drop INDEX vertex_p_idx;
@@ -784,6 +787,8 @@ rag = LightRAG(
> 您可以从源代码编译AGE来修复它。
>
+
+
## 删除
```python