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  1. .gitattributes +35 -35
  2. app.py +38 -0
  3. requirements.txt +2 -0
.gitattributes CHANGED
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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app.py ADDED
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+ import json
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+ import gradio as gr
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+ print("gradio version:",gr.__version__)
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+ from textblob import TextBlob
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+ print("TextBlob version:",(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 given text.
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+
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+ Args:
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+ text(str):The Text to analyze
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+
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+ Returns:
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+ str:A JSON string containig polarity,subjectivity and assesment
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+ """
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+ blob=TextBlob(text)
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+ sentiment=blob.sentiment
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+
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+ result={
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+ "polarity": round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
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+ "subjectivity": round(sentiment.subjectivity, 2), # 0 (objective) to 1 (subjective)
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+ "assessment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
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+
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+ }
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+ return json.dumps(result)
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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 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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+ )
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+
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+ if __name__=="__main__":
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+ demo.launch(mcp_server=True)
requirements.txt ADDED
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+ gradio[mcp]
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+ textblob