diff --git a/README.md b/README.md
index 69b4989..ffd77bb 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ Search embedding in [Milvus](https://milvus.io/), **please make sure you have in
 
 
 ```python
-from towhee.dc2 import pipe, ops, DataCollection
+from towhee import pipe, ops, DataCollection
 
 p = pipe.input('text')  \
     .map('text', 'vec', ops.sentence_embedding.transformers(model_name='all-MiniLM-L12-v2'))  \
@@ -32,10 +32,10 @@ DataCollection(p('cat')).show()
 ```
 
 ```python
-from towhee.dc2 import pipe, ops
+from towhee import pipe, ops
 
 # search additional info url:
-from towhee.dc2 import pipe, ops, DataCollection
+from towhee import pipe, ops, DataCollection
 
 p = pipe.input('text')  \
     .map('text', 'vec', ops.sentence_embedding.transformers(model_name='all-MiniLM-L12-v2'))  \