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app.py and dependencies
Browse files- app.py +37 -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 textblob import TextBlob
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def sentiment_analysis(text: str) -> str:
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'''
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Analyse the sentiment of the given text
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Args:
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text (str): The text to analyse
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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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'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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return json.dumps(result)
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# 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 analyse...'),
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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 = 'Analyse 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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