Create app.py

app.py

@@ -0,0 +1,18 @@
+from transformers 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('"', '"')
+    text = text.replace(''', "'")
+    text = text.replace('&', "&")
+    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()