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ajeetkumar01
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Parent(s):
c749efb
added the app.py files
Browse files
app.py
ADDED
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import gradio as gr
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from transformers import pipeline
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# Function to perform sentiment analysis
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def sentiment_classifier(text):
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try:
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sentiment_classifier = pipeline("sentiment-analysis")
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sentiment_response = sentiment_classifier(text)
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label = sentiment_response[0]['label']
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score = sentiment_response[0]['score']
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return label, score
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except Exception as e:
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return str(e)
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# Create Gradio interface
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input_text = gr.Textbox(lines=10, label="Input Text", placeholder="Enter text for sentiment analysis...")
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output_label = gr.Textbox(label="Sentiment Label", placeholder="Sentiment label will appear here...")
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output_score = gr.Textbox(label="Sentiment Score", placeholder="Sentiment score will appear here...")
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# Author information
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author = "Ajeetkumar Ukande"
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# Create Gradio interface
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interface = gr.Interface(sentiment_classifier, inputs=input_text, outputs=[output_label, output_score],
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title="<div style='color: #336699; font-size: 24px; font-weight: bold; border: 2px solid #336699; padding: 10px; border-radius: 10px;'>Sentiment Analysis</div>",
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description=f"""<div style='color: #666666; font-family: Arial, sans-serif;'>
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<p style='margin-top: 10px;'>Enter some text for sentiment analysis.</p>
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<p>Developed by <span style='color: #336699; font-weight: bold;'>{author}</span>.</p>
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</div>""",
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theme="default" # Change theme to default
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)
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# Deploy the interface to Hugging Face Spaces
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interface.launch(debug=True)
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