Create app.py

app.py

@@ -0,0 +1,19 @@
+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"]
+
+# To create interface.
+iface = gr.Interface(
+    fn=translate, # name of the function app. 
+    inputs=gr.inputs.Textbox(lines=10, placeholder="Enter text to summarize..."),
+    outputs="text"
+)
+iface.launch()