Create app.py

app.py

@@ -0,0 +1,20 @@
+# Code 4 - Let's create an UI using Gradio
+import gradio as gr
+
+# Code 5 - define a function to summarize text
+def nlp(input_text):
+    summary = summarizer(
+        input_text,
+        repetition_penalty=5.0,  # Increase this to discourage repetition
+        length_penalty=0.3,      # Decrease this to generate longer summaries
+        min_length=20, max_length=100
+    )
+    return summary[0]["summary_text"]
+# Code 6 - UI object
+ui = gr.Interface(nlp,
+    inputs=gr.Textbox(label="Input Text"),
+    outputs=gr.Textbox(label="Summary"),
+    title="Text Summarizer",
+    description="Summarize your text using the BART model.")
+# Code 7 - launch UI
+ui.launch(share=True)