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Abhishek0323
commited on
Commit
•
6ba6745
1
Parent(s):
fdc936d
Update app.py
Browse files
app.py
CHANGED
@@ -16,26 +16,14 @@ def predict_sentiment(text):
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result = {sentiments[i]: float(predictions[0][i]) for i in range(len(sentiments))}
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return result
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def custom_theme():
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"""Define a custom theme for the Gradio app."""
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return gr.Theme(
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# Define your color scheme
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primary='#FF6347',
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text_on_primary='#FFFFFF',
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background='#F0F8FF',
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card_background='#FAEBD7',
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text='#2F4F4F',
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icon='light',
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)
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# Create Gradio interface
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iface = gr.Interface(fn=predict_sentiment,
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inputs=gr.Textbox(lines=2, placeholder="Type your sentence here..."),
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outputs=gr.Label(),
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theme=custom_theme(),
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title="Sentiment Analysis",
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description="Analyze the sentiment of your text. Powered by CardiffNLP's RoBERTa model.",
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article="<p style='text-align: center'>Enter a sentence to get its sentiment. The model categorizes sentiments into Negative, Neutral, and Positive.</p>"
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if __name__ == "__main__":
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iface.launch()
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result = {sentiments[i]: float(predictions[0][i]) for i in range(len(sentiments))}
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return result
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# Create Gradio interface
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iface = gr.Interface(fn=predict_sentiment,
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inputs=gr.Textbox(lines=2, placeholder="Type your sentence here..."),
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outputs=gr.Label(),
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title="Sentiment Analysis",
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description="Analyze the sentiment of your text. Powered by CardiffNLP's RoBERTa model.",
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article="<p style='text-align: center'>Enter a sentence to get its sentiment. The model categorizes sentiments into Negative, Neutral, and Positive.</p>",
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theme="huggingface") # Using a built-in theme
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if __name__ == "__main__":
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iface.launch()
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