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Create app.py

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  1. app.py +17 -0
app.py ADDED
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+ import torch
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ text_summary = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6", torch_dtype=torch.bfloat16)
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+
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+ def summary (input):
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+ output = text_summary(input)
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+ return output[0]["summary_text"]
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+
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+ gr.close_all()
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+ op = gr.Interface(fn=summary,
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+ inputs= [gr.Textbox(label="Enter the text:",lines=6)],
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+ outputs= [gr.Textbox(label="Summerized Text:", lines=4)],
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+ title="Text Summarizer GenAI Project1",
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+ description = "This is my first project to summarize any data.")
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+ op.launch()