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create app.py
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app.py
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import streamlit as st
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from transformers import pipeline
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st.title("Text Summarization with Hugging Face")
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# Choose model and set up pipeline
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model_name = "t5-base"
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summarizer = pipeline("summarization", model=model_name)
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# Get user input
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text = st.text_area("Enter some text to summarize:")
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# If user has entered text, summarize it
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if text:
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summary = summarizer(text, max_length=100, min_length=30, do_sample=False)
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st.write("Here is your summary:")
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st.write(summary[0]["summary_text"])
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