Create app.py

app.py

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+import gradio as gr
+
+from transformers import pipeline
+
+pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-en-zh")
+
+def translate(text):
+    return pipe(text)[0]["translation_text"]
+
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            english = gr.Textbox(label="English text")
+            translate_btn = gr.Button(value="Translate")
+        with gr.Column():
+            chinese = gr.Textbox(label="Chinese Text")
+
+    translate_btn.click(translate, inputs=english, outputs=chinese, api_name="translate-to-chinese")
+    examples = gr.Examples(examples=["I went to the supermarket yesterday.", "Helen is a good swimmer."],
+                           inputs=[english])
+
+demo.launch(share=True)