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Browse files- app.py +42 -0
- requirements.txt +2 -0
app.py
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import json
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import gradio as gr
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from textblobl import TextBlob
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def sentment_analysis(text:str) -> str:
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"""
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Analyze the sentiment of given sentence or text.
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Args:
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text (str) : text to be analysed
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Returns:
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str: A JSOn String containing polarity,subjectivity and assessment
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"""
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blob = TextBlob(text)
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sentiment = blob.sentiment
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result={
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"plarity": round(sentiment.polarity, 2),
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"subjectivity": round(sentiment.subjectivity, 2),
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"assessment": "positive" if sentiment.positivity >0 else "negative" if sentiment.polarity <0 else "neutral"
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}
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return json.dumps(result)
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# create gradio interface
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demo = gr.Interface(
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fn=sentiment_analysis,
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inputs=gr.Textbox(placeholder="Enter text to analyze..."),
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outputs=gr.textbox(),
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title="Text Sentiment Analysis",
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description="Analyze the sentiment of text using TextBlob"
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)
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#Launch the interface and MCP server
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if __name__="__main__":
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demo.launch(mcp_Server=True)
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requirements.txt
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gradio[mcp]
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textblob
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