srinikesh1432 commited on
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cd5cbef
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1 Parent(s): 6ec40f9

Update app1.py

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  1. app1.py +37 -37
app1.py CHANGED
@@ -1,37 +1,37 @@
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- import gradio as gr
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- from transformers import pipeline
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-
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- # Load summarization pipeline
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- summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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-
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- def summarize_text(text, max_length=130, min_length=30):
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- """
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- Summarizes the input text.
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- """
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- if not text.strip():
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- return "Please enter some text to summarize."
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-
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- summary = summarizer(
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- text,
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- max_length=max_length,
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- min_length=min_length,
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- do_sample=False
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- )[0]["summary_text"]
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-
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- return summary
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-
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- # Gradio Interface
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- demo = gr.Interface(
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- fn=summarize_text,
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- inputs=[
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- gr.Textbox(lines=10, placeholder="Enter text here...", label="Input Text"),
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- gr.Slider(50, 200, value=130, step=10, label="Max Summary Length"),
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- gr.Slider(20, 100, value=30, step=5, label="Min Summary Length")
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- ],
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- outputs=gr.Textbox(label="Summary"),
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- title="Text Summarization App",
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- description="Enter a long piece of text and get a concise summary using BART."
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- )
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-
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- if __name__ == "__main__":
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- demo.launch()
 
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load summarization pipeline
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ def summarize_text(text, max_length=130, min_length=30):
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+ """
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+ Summarizes the input text.
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+ """
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+ if not text.strip():
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+ return "Please enter some text to summarize."
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+
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+ summary = summarizer(
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+ text,
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+ max_length=max_length,
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+ min_length=min_length,
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+ do_sample=False
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+ )[0]["summary_text"]
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+
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+ return summary
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+
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+ # Gradio Interface
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+ demo = gr.Interface(
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+ fn=summarize_text,
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+ inputs=[
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+ gr.Textbox(lines=10, placeholder="Enter text here...", label="Input Text"),
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+ gr.Slider(50, 200, value=130, step=10, label="Max Summary Length"),
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+ gr.Slider(20, 100, value=30, step=5, label="Min Summary Length")
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+ ],
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+ outputs=gr.Textbox(label="Summary"),
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+ title="Text Summarization App",
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+ description="Enter a long piece of text and get a concise summary using BART."
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()