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d5d9b42
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Parent(s):
1a05ce8
Update 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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# Instantiating summarization pipeline with the bart-finetuned-samsum model
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summarizer = pipeline(task="summarization", model="ndvhareesh/bart")
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# Title
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st.title("📝 Text Summarization with BART")
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# Creating a sidebar for input
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with st.sidebar:
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st.header("Input")
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input_text = st.text_area("Enter a text or dialogue for summarization.")
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# Creating a button to start the summarization
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if st.button("Summarize"):
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# If the input box isn't empty, process the input and generate a summary
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if input_text:
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summary = summarizer(input_text, max_length=1024, min_length=0, do_sample=False)
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st.subheader("Original Text")
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st.write(input_text)
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st.subheader("Summary")
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st.write(summary[0]["summary_text"])
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else:
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st.warning("Enter a text or dialogue for summarization.")
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