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Add application file
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app.py
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import gradio as gr
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from transformers import pipeline
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def sentiment_analysis(text:str)->str:
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analysis_tools = pipeline("text-classification", model = "boltuix/bert-emotion",device='cuda')
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result = analysis_tools(text)
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return f"the label: {result[0]['label']} and the score: {result[0]['score']}"
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demo = gr.Interface(fn = sentiment_analysis,
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inputs=['text'],
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outputs = ['text'],
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title="Emotion Detection",
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description="Based on the bert-emotion to detect the emotion in your text",
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examples=[
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['I hate you'],
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['You are so kind'],
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['我想我们可以在一起']
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]
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)
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demo.launch()
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