WillWEI0103 commited on
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871a959
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1 Parent(s): 42a6d66

Delete app.py

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  1. app.py +0 -33
app.py DELETED
@@ -1,33 +0,0 @@
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- import streamlit as st
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- from transformers import pipeline
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-
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- def sentiment(summary):
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- pipe = pipeline("text-classification", model="WillWEI0103/CustomModel_finance_sentiment_analytics")
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- label = pipe(summary)[0]['label']
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- return label
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-
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-
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- def main():
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- dicts={"bullish":'Positive📈',"bearish":'Negative📉','neutral':"Neutral😐"}
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- #st.set_page_config(page_title="Your Finance news", page_icon="📰")
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- st.header("Summarize Your Finance News and Analyze Sentiment")
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- text=st.text_input('Input your Finance news(Max lenth<=3000): ',max_chars=3000)
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- if isinstance(text,str):
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- st.text('Your Finance news📰": ')
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- st.write(str(text))
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-
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- #Stage 1: Text Summarization
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- st.text('Processing Finance News Summarization...')
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- text_summarize=pipeline("summarization", model="nickmuchi/fb-bart-large-finetuned-trade-the-event-finance-summarizer")
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- summary=text_summarize(text)[0]['summary_text']
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- st.write(summary)
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-
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- #Stage 2: Sentiment Analytics
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- st.text('Processing Sentiment Analytics...')
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- label = sentiment(summary)
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- label=dicts[label]
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- st.text('The sentiment of finance news is: ')
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- st.write(label)
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-
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- if __name__ == "__main__":
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- main()