diff --git a/README.md b/README.md
index 41ce102..e0a056a 100644
--- a/README.md
+++ b/README.md
@@ -17,18 +17,24 @@ This operator is implemented with pre-trained models from [Huggingface Transform
Use the pre-trained model 'distilbert-base-cased'
to generate a text embedding for the sentence "Hello, world.".
-*Write the pipeline*:
+*Write a same pipeline with explicit inputs/outputs name specifications:*
+- **option 1 (towhee>=0.9.0):**
```python
-import towhee
+from towhee.dc2 import pipe, ops, DataCollection
-(
- towhee.dc(["Hello, world."])
- .text_embedding.transformers(model_name="distilbert-base-cased")
+p = (
+ pipe.input('text')
+ .map('text', 'vec', ops.text_embedding.transformers(model_name='distilbert-base-cased'))
+ .output('text', 'vec')
)
+
+DataCollection(p('Hello, world.')).show()
```
-*Write a same pipeline with explicit inputs/outputs name specifications:*
+
+
+- **option 2:**
```python
import towhee
@@ -40,8 +46,6 @@ import towhee
)
```
-
-
## Factory Constructor