ninooo96 commited on
Commit
4dca4cf
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1 Parent(s): a3a39ad

Add application file and requirements

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Files changed (2) hide show
  1. app.py +37 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import json
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+ import gradio as gr
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+ from transformers import pipeline
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+
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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 containing polarity, subjectivity, and assessment
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+ """
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+ sentiment_pipeline = pipeline("sentiment-analysis")
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+ sentiment = sentiment_pipeline(text)[0]
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+
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+ result = {
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+ "SENTIMENT": sentiment['label'],
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+ "SCORE": sentiment['score']
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+ }
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+
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+ return json.dumps(result)
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+
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+ # Create the 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(), # Changed from gr.JSON() to 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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+ # Launch the interface and MCP server
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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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+ transformers
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+ torch