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Create app.py

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  1. app.py +11 -0
app.py ADDED
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+ #python3
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+ #build a text summarizer using hugging face and gradio
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+ #https://pypi.org/project/gradio/
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+ #https://huggingface.co/transformers/
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+ import gradio as gr
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+ import transformers
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+ from transformers import pipeline
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+ summarizer = pipeline("summarization")
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+ def summarize(text):
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+ return summarizer(text, max_length=200, min_length=30)[0]['summary_text']
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+ gr.Interface(fn=summarize, inputs=gr.inputs.Textbox(lines=7, placeholder="Enter text here"), outputs="text").launch(inline = False)