mfahadkhan commited on
Commit
45659e5
·
1 Parent(s): 4ba2f9b

myfirstpipelinemodel

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Files changed (2) hide show
  1. app.py +21 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Initialize the summarization pipeline
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+ pipe = pipeline("summarization")
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+
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+ # Define a function for the summarization
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+ def summarize(text):
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+ return pipe(text)[0]['summary_text']
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+
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+ # Create a Gradio interface
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+ interface = gr.Interface(
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+ fn=summarize,
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+ inputs="text",
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+ outputs="text",
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+ title="Text Summarization",
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+ description="Enter text to get a summary."
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+ )
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+
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+ # Launch the interface
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+ interface.launch()
requirements.txt ADDED
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+ transformers
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+ gradio