diff --git a/README.md b/README.md
index 81792b8..95817a4 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,84 @@
-# opus_mt
+# Machine Translation with Opus-MT
 
+*author: David Wang*
+
+<br />
+
+## Description
+
+A machine translation operator translates a sentence, paragraph, or document from source language 
+to the target language. This operator is trained on [OPUS](https://opus.nlpl.eu/) data by Helsinki-NLP. 
+More detail can be found in [ Helsinki-NLP/Opus-MT ](https://github.com/Helsinki-NLP/Opus-MT). 
+
+<br />
+
+## Code Example
+
+Use the pre-trained model 'opus-mt-en-zh'
+to generate the Chinese translation for the sentence "Hello, world.".
+
+*Write the pipeline*:
+
+```python
+import towhee
+
+(
+    towhee.dc(["Hello, world."])
+          .machine_translation.opus_mt(model_name="opus-mt-en-zh")
+)
+```
+
+*Write a same pipeline with explicit inputs/outputs name specifications:*
+
+```python
+import towhee
+
+(
+    towhee.dc['text'](["Hello, world."])
+          .machine_translation.opus_mt['text', 'vec'](model_name="opus-mt-en-zh")
+          .show()
+)
+```
+
+<img src="./result.png" width="800px"/>
+
+<br />
+
+## Factory Constructor
+
+Create the operator via the following factory method:
+
+***machine_translatioin.opus_mt(model_name="opus-mt-en-zh")***
+
+**Parameters:**
+
+***model_name***: *str*
+
+The model name in string.
+The default model name is "opus-mt-en-zh".
+
+Supported model names:
+ - opus-mt-en-zh
+ - opus-mt-zh-en
+
+<br />
+
+## Interface
+
+The operator takes a piece of text in string as input.
+It loads tokenizer and pre-trained model using model name.
+and then return translated text in string.
+
+***__call__(text)***
+
+**Parameters:**
+
+***text***: *str*
+
+​	The source language text in string.
+
+**Returns**:
+
+*str*
+
+​	The target language text.
diff --git a/__init__.py b/__init__.py
index 89f28f3..0c60ce3 100644
--- a/__init__.py
+++ b/__init__.py
@@ -14,5 +14,5 @@
 
 from .opus_mt import OpusMT
 
-def opus_mt(model_name: str):
+def opus_mt(model_name: str = 'opus-mt-en-zh'):
     return OpusMT(model_name)
diff --git a/opus_mt.py b/opus_mt.py
index df14415..9860433 100644
--- a/opus_mt.py
+++ b/opus_mt.py
@@ -37,8 +37,8 @@ class OpusMT(NNOperator):
         self.model = AutoModelForSeq2SeqLM.from_pretrained(config['model'])
         self.model.to(self.device)
 
-    def __call__(self, data): 
-        input_ids = self.tokenizer(data, return_tensors='pt', padding=True)['input_ids'].to(self.device)
+    def __call__(self, text): 
+        input_ids = self.tokenizer(text, return_tensors='pt', padding=True)['input_ids'].to(self.device)
         outputs = self.model.generate(input_ids)
         decoded = self.tokenizer.decode(outputs[0].detach().cpu(), skip_special_tokens=True)
         return decoded
diff --git a/result.png b/result.png
new file mode 100644
index 0000000..f4607fc
Binary files /dev/null and b/result.png differ