Update app.py

app.py

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+import torch
+import gradio as gr
+from transformers import pipeline
+
+# Load the summarization pipeline using a pre-trained model from Hugging Face
+text_summary = pipeline("summarization", model="sshleifer/distilbart-xsum-12-6")
+
+# Input text for summarization
+# text = """
+# The India vs England cricket series in early 2025 was a comprehensive display of India's dominance in both T20I and ODI formats, 
+# culminating in a 4-1 T20I series win and a 3-0 ODI whitewash. The T20I series began with India asserting their supremacy, notably in 
+# the first match where Abhishek Sharma's explosive 79 off 36 balls led India to a swift chase of England's 132, setting the tone for the
+# series. England managed to pull one back in the third T20I, securing a 26-run victory in Rajkot, with Ben Duckett scoring a half-century
+# and their bowlers, including Jofra Archer and Brydon Carse, sharing seven wickets to halt India's winning streak. However, India's
+# resilience shone through in the fourth T20I, where a controversial concussion substitution saw Harshit Rana replace Shivam Dube 
+# and claim three crucial wickets, aiding India in clinching the series with a 15-run win. The final T20I was a spectacle, 
+# with Abhishek Sharma delivering a record-breaking 135 off 54 balls, propelling India to a massive total of 247/9.
+# England's response was lackluster, collapsing to 97 all out, handing India a resounding 150-run victory and a 4-1 
+# series triumph. Transitioning to the ODIs, India continued their dominance. In the first ODI, Shubman Gill's 87 
+# anchored India's chase of 249, securing a four-wicket win. The second ODI saw Rohit Sharma's commanding 119 off 76 balls
+# lead India to a successful chase of England's 304, despite a brief floodlight malfunction. The final ODI was a testament 
+# to India's batting prowess, with Shubman Gill scoring 112, supported by Virat Kohli and Shreyas Iyer, setting a formidable
+# total of 356. England's batting faltered, managing only 214, as India's bowlers, including Axar Patel and Harshit Rana, 
+# dismantled their lineup, sealing a 142-run victory and a 3-0 series sweep. Throughout the series, India's blend of
+# experienced players and emerging talents showcased their depth and adaptability, while England struggled to find consistency, 
+# highlighting the challenges they face in adapting to subcontinental conditions.
+
+# """
+
+# #  summary
+# print(text_summary(text))
+
+
+def summary(input):
+    output = text_summary(input)
+    return output[0]['summary_text']
+
+gr.close_all()
+
+demo = gr.Interface(
+    fn=summary,
+    inputs=gr.Textbox(label="Input text to summarize", lines=6),
+    outputs=gr.Textbox(label="Summarized text", lines=4),
+    title="@GenAILearniverse Project 1: Text Summarizer",
+    description="THIS APPLICATION WILL BE USED TO SUMMARIZE THE TEXT"
+)
+
+
+demo.launch()
+
+