modify application with summarization

app.py

@@ -1,7 +1,21 @@
 import gradio as gr
+from transformers import pipeline
+
+summarizer = pipeline("summarization", model="t5-base", tokenizer="t5=small", truncation=True, framework="tf")
+
+def translate(text):
+    text = text.replace('"', '"')
+    text = text.replace(''', "'")
+    text = text.replace('&', "&")
+    result = summarizer(text, min_length=180, truncation=True)
+    return result[0]["summary_text"]
 
 def greet(name):
     return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+
+
+# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface = gr.Interface(fn=translate, inputs=gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize..."), 
+outputs="text")
 iface.launch()