change app to a text summarizer

app.py

@@ -1,7 +1,32 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+# def greet(name):
+#     return "Hello " + name + "!!"
+
+# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+# iface.launch()
+
+from transformers import pipeline
+
+nlp = pipeline("sentiment-analysis")
+
+summurizer = pipeline( "summarization",
+                        model="t5-base",
+                        tokenizer = "t5-small",
+                        truncuation = True,
+                        framework ="tf" )
+
+def translate(text):
+    text = text.replace('"', '"')
+    text = text.replace('&apos', "'")
+    text = text.replace('&', '&')
+    result = summurizer(text, min_length= 180, truncuation=True)
+    return result[0]["summary_text"]
+
+
+iface = gr.Interface( fn=translate,
+                      inputs= gr.inputs.Textbox(lines=10, placeholder= "Enter a text to summurize ..."),
+                      outputs= "text")
+
+iface.launch()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()