Create app.py

app.py

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+import os
+import io
+from IPython.display import Image, display, HTML
+from PIL import Image
+import base64 
+from dotenv import load_dotenv, find_dotenv
+import requests, json
+from transformers import pipeline
+
+get_completion = pipeline("summarization", model="shleifer/distilbart-cnn-12-6")
+
+def summarize(input):
+    output = get_completion(input)
+    return output[0]['summary_text']
+text = ('''The tower is 324 metres (1,063 ft) tall, about the same height
+        as an 81-storey building, and the tallest structure in Paris. 
+        Its base is square, measuring 125 metres (410 ft) on each side. 
+        During its construction, the Eiffel Tower surpassed the Washington 
+        Monument to become the tallest man-made structure in the world,
+        a title it held for 41 years until the Chrysler Building
+        in New York City was finished in 1930. It was the first structure 
+        to reach a height of 300 metres. Due to the addition of a broadcasting 
+        aerial at the top of the tower in 1957, it is now taller than the 
+        Chrysler Building by 5.2 metres (17 ft). Excluding transmitters, the 
+        Eiffel Tower is the second tallest free-standing structure in France 
+        after the Millau Viaduct.''')
+
+get_completion(text)
+import gradio as gr
+
+def summarize(input):
+    output = get_completion(input)
+    return output[0]['summary_text']
+
+gr.close_all()
+demo = gr.Interface(fn=summarize, 
+                    inputs=[gr.Textbox(label="Text to summarize", lines=6)],
+                    outputs=[gr.Textbox(label="Result", lines=3)],
+                    title="Text summarization with distilbart-cnn",
+                    description="Summarize any text using the `shleifer/distilbart-cnn-12-6` model under the hood!"
+                   )
+demo.launch()