ErnestBeckham commited on
Commit
e2f1233
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1 Parent(s): bf44774

app created

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Files changed (1) hide show
  1. app.py +19 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+
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+ map = {'LABEL_0':'Depression', 'LABEL_1':'Pain', 'LABEL_2':'Anxiety', 'LABEL_3':'Acne', 'LABEL_4':'Birth Control'}
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+
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+ def main():
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+ st.title("Text Classification App")
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+ review = st.text_area('Enter the review')
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+
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+ if st.button:
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+ if review:
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+ pipe = pipeline("text-classification", model='ErnestBeckham/gpt-patientconditionclassification', tokenizer='ErnestBeckham/gpt-patientconditionclassification')
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+ label = pipe(review)
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+ st.subheader("Patient's Condition:")
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+ st.write(map[label[0]['label']])
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+
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+ if __name__ == "__main__":
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+ main()