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Create 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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model = pipeline('text-classification', model='distilbert-base-uncased')
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def app():
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# Set the title of the app
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st.title("Text Classification with Huggingface")
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# Get user input
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user_input = st.text_input("Enter some text")
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# Classify the text using the Huggingface model
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if user_input:
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result = model(user_input)[0]
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label = result['label']
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score = result['score']
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# Display the result
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st.write(f"Label: {label}")
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st.write(f"Score: {score}")
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if __name__ == "__main__":
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app()
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