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2b64fb4
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Parent(s):
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Upload 2 files
Browse files- app.py +26 -0
- requirements.txt +2 -0
app.py
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import streamlit as st
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from transformers import pipeline
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summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
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def main():
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st.title("Text Summarizer App")
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input_text = st.text_area("Enter the text you want to summarize:")
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# Sidebar
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min_length = st.sidebar.slider("Minimum Summary Length", 10, 200, 50)
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max_length = st.sidebar.slider("Maximum Summary Length", 50, 500, 100)
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if st.button("Generate Summary"):
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if input_text:
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# Generate summary
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summary = summarizer(input_text, max_length=max_length, min_length=min_length, do_sample=False)
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st.subheader("Generated 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.")
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if __name__ == "__main__":
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main()
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requirements.txt
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streamlit==1.20.0
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transformers==4.36.2
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