Mustafa Nab commited on
Commit
5c94d18
·
1 Parent(s): 38202f0

Add application files

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Files changed (2) hide show
  1. app.py +39 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ import gradio as gr
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+ from textblob import TextBlob
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+
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+
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+ def sentiment_analysis(text: str) -> dict:
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+ """
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+ Analyze the sentiment of a given text.
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+
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+ Args:
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+ text (str): The input text to analyze.
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+
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+ Returns:
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+ str: The sentiment of the text, either 'Positive', 'Negative', or 'Neutral'.
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+ """
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+ blob = TextBlob(text)
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+ sentiment = blob.sentiment
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+ return {
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+ "polarity": round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
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+ "subjectivity": round(
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+ sentiment.subjectivity, 2
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+ ), # 0 (objective) to 1 (subjective)
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+ "assessment": (
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+ "Positive"
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+ if sentiment.polarity > 0
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+ else "Negative" if sentiment.polarity < 0 else "Neutral"
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+ ),
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+ }
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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 text to analyze sentiment..."),
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+ outputs=gr.JSON(),
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+ title="Sentiment Analysis",
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+ description="Analyze the sentiment of a given text using TextBlob.",
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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