Create app.py

app.py

@@ -0,0 +1,19 @@
+from transformer import pipeline
+import gradio as gr
+
+summarizer = pipeline('summarization', model='t5-base', tokenizer='t5-small', truncation=True, framework='tf')
+
+def translate(text):
+  text = text.replace('&quot', '"')
+  text = text.replace('&apos', "'")
+  text = text.replace('&amp', '&')
+  result = summarizer(text, min_length=180, truncation=True)
+  return result[0]['summary_text']
+
+iface = gr.Interface(
+  fn=translate,
+  inputs=gr.inputs.Textbox(lines=10, placeholder='Enter text to summarize...'),
+  outputs='text'
+)
+iface.launch()
+