SiddanthEmani commited on
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  1. requirements.txt +2 -0
  2. server.py +33 -0
requirements.txt ADDED
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+ gradio[mcp]
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+ textblob
server.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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+ def sentiment_analysis(text: str) -> dict:
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+ """
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+ Perform sentiment analysis on the input 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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+ dict: A dictionary containing the polarity and subjectivity of the text.
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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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+ return {
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+ "polarity": sentiment.polarity,
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+ "subjectivity": sentiment.subjectivity,
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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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+ demo = gr.Interface(
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+ fn=sentiment_analysis,
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+ inputs=gr.Textbox(label="Input Text", placeholder="Type your text here..."),
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+ outputs=gr.JSON(),
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+ title="Sentiment Analysis",
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+ description="Analyze the sentiment of your text using TextBlob.",
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+ theme="ocean",
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch(mcp_server=True)