Megatron17 commited on
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fbb48ff
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1 Parent(s): 9129c56

Create app.py

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  1. app.py +29 -0
app.py ADDED
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+ import json
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+ import gradio as gr
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+ from textblob import TextBlob
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+
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+ def sentiment_analysis(text:str)->str:
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+ """
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+ Analyze the sentiment of the text
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+ Args:
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+ text: The text to analyze
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+ Returns:
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+ A JSON String containing polarity, subjectivity, and assessment
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+ """
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+ blob = TextBlob(text)
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+ return json.dumps({
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+ "polarity": round(blob.sentiment.polarity, 2),
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+ "subjectivity": round(blob.sentiment.subjectivity, 2),
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+ "assessment": "positive" if blob.sentiment.polarity >0 else "negative" if blob.sentiment.polarity <0 else "neutral"
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+ })
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+
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+ demo = gr.Interface(
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+ fn=sentiment_analysis,
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+ inputs=gr.Textbox(placeholder="Enter your text to analyze"),
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+ outputs=gr.Textbox(label="Sentiment Analysis"),
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+ title="Sentiment Analysis",
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+ description="Analyze the sentiment of the text"
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch(mcp_server=True)