Create app.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the summarization pipeline with facebook/bart-large-cnn
+summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+
+# Function to summarize text
+def summarize_text(text):
+    summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
+    return summary[0]['summary_text']
+
+# Gradio Interface
+demo = gr.Interface(
+    fn=summarize_text,
+    inputs=gr.Textbox(lines=10, label="Enter Text to Summarize"),
+    outputs=gr.Textbox(label="Summary"),
+    title="Text Summarizer using facebook/bart-large-cnn",
+    description="Paste any long text and get a short summary using BART model from Facebook."
+)
+
+demo.launch()