diff --git a/README.md b/README.md
index 2e6111d..2e2bfb1 100644
--- a/README.md
+++ b/README.md
@@ -30,13 +30,19 @@ to generate a text embedding for the sentence "Hello, world.".
*Write the pipeline*:
```python
-import towhee
+from towhee.dc2 import pipe, ops, DataCollection
-towhee.dc(["Hello, world."]) \
- .text_embedding.longformer(model_name="allenai/longformer-base-4096") \
- .to_list()
+p = (
+ pipe.input('text')
+ .map('text', 'vec', ops.text_embedding.longformer(model_name="allenai/longformer-base-4096"))
+ .output('text', 'vec')
+)
+
+DataCollection(p('Hello, world.')).show()
```
+
+
## Factory Constructor
diff --git a/result.png b/result.png
new file mode 100644
index 0000000..609a135
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