Create project
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project
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from transformers import pipeline
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import streamlit as st
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def generate(str):
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pipe = pipeline("text-generation", model="huggingtweets/cryptoanglio")
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story_txt = pipe(str)[0]['generated_text']
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print(story_txt)
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return story_txt
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def classify(str):
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pipe = pipeline("text-classification", model="yzhangqs/Finace_news")
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result=pipe(str)
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print(result[0]['label'])
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return result[0]['label']
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def main():
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st.set_page_config(page_title="A Crypto News Generation Robots", page_icon="🦜")
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#st.header("Choose Positive or Negative")
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#choice = st.text_input("Import your choice")
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st.header("Import text here: ")
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input_text =st.text_input("Import your text")
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if input_text is not None:
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print(input_text)
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st.text('Generating the news....')
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news = generate(input_text)
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st.write(news)
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st.text('The predicted Trend is')
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label = classify(news)
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st.write(label)
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if __name__ == "__main__":
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main()
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