Create app.py

app.py

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+import torch
+import gradio as gr
+
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+text_summary = pipeline("summarization", model="models--sshleifer--distilbart-cnn-12-6",
+              torch_dtype=torch.bfloat16)
+
+# 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()