Saanvi12011 commited on
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Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ # Initialize summarization pipeline
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+ summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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+
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+ st.title("Text Summarization App")
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+ st.write("Summarize long articles or texts quickly!")
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+
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+ text = st.text_area("Enter text to summarize:", placeholder="Paste your text here...")
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+ max_length = st.slider("Select maximum summary length:", 50, 300, 100)
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+
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+ if st.button("Summarize"):
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+ if not text.strip():
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+ st.error("Please provide some text to summarize.")
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+ else:
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+ with st.spinner("Generating summary..."):
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+ summary = summarizer(text, max_length=max_length, min_length=25, do_sample=False)
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+ st.subheader("Summary:")
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+ st.write(summary[0]["summary_text"])