app.py

import torch
import gradio as gr

# Use a pipeline as a high-level helper
from transformers import pipeline

text_summary = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")
# model_path ="../Models/models--sshleifer--distilbart-cnn-12-6/snapshots/a4f8f3ea906ed274767e9906dbaede7531d660ff"

# text_summary = pipeline("summarization", model=model_path,
#                 torch_dtype=torch.bfloat16)


# text=''Elon Reeve Musk (/ˈiːlɒn mʌsk/; born June 28, 1971) is a businessman and United States
    # special government employee known for his key roles in the automotive company Tesla, Inc.
    # and the space company SpaceX. He is also known for his ownership of the technology company
    # X Corp. and his role in the founding of the Boring Company, xAI, Neuralink, and OpenAI.
    # Musk is the wealthiest individual in the world; as of January 2025, Forbes estimates his net
    # worth to be US$426 billion. Musk has engaged in political activities in several countries, including
    # as a vocal and financial supporter of U.S. president Donald Trump. He became the largest
    # donor in the 2024 United States presidential election, and a supporter of international
    # far-right political parties, activists, and causes.
    #
    # A member of the wealthy South African Musk family, Musk was born in Pretoria before immigrating to
    # Canada, acquiring its citizenship through his Canadian-born mother, Maye. Two years later, he matriculated
    # at Queen's University in Canada. Musk later transferred to the University of Pennsylvania and received bachelor's
    # degrees in economics and physics. He moved to California in 1995 to attend Stanford University, and with his brother
    # Kimbal co-founded the software company Zip2, that was later acquired by Compaq in 1999. That same year, Musk co-founded
    # X.com, a direct bank, that later formed PayPal. In 2002, Musk acquired United States citizenship, and eBay acquired PayPal.
    # Using the money he made from the sale, Musk founded SpaceX, a spaceflight services company, in 2002. ''
# print(text_summary(text))

def summary(inputtext):
    output= text_summary(inputtext)
    return output[0]['summary_text']

gr.close_all()

demo = gr.Interface(fn=summary, inputs="text", outputs="text")
# demo = gr.Interface(fn=summary,
#                     inputs=[gr.Textbox(label="Input text to summarize",lines=6)],
#                     outputs=[gr.Textbox(label="Summarized text",lines=4)],
#                     title="GenAI Project 1: Text Summarizer",
#                     description="THIS APPLICATION IS USED TO SUMMARIZE TEXT")
demo.launch()