ish717 commited on
Commit
663e8d2
1 Parent(s): 73fafef

created app

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Files changed (1) hide show
  1. app.py +24 -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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+ # Load the summarization model
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+ summarizer = pipeline("summarization")
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+
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+ # Streamlit app layout
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+ st.title("Text Summarization App")
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+ st.write("Enter text below to get a summary.")
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+
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+ # Text input area for user to input text
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+ input_text = st.text_area("Input Text", height=300)
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+
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+ # Summarize button
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+ if st.button("Summarize"):
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+ if input_text.strip():
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+ with st.spinner("Summarizing..."):
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+ # Generate the summary
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+ summary = summarizer(input_text, max_length=130, min_length=30, do_sample=False)
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+ st.success("Summary complete!")
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+ st.write("**Summary:**")
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+ st.write(summary[0]['summary_text'])
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+ else:
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+ st.warning("Please enter some text to summarize.")