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import json
import gradio as gr
from textblob import TextBlob
def sentiment_analysis(text:str)->str:
"""Analyze the sentiment of a given text
Args:
text(str):The text to analyze
Return:
str:A json string containing polarity,subjectivity and assessment"""
blob=TextBlob(text)
sentiment=blob.sentiment
result={
"polarity":round(sentiment.polarity,2),
"subjectivity":round(sentiment.subjectivity,2),
"assessment":"positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
}
return json.dumps(result)
demo=gr.Interface(fn=sentiment_analysis,inputs=gr.Textbox(placeholder="Enter text to analyze..."),outputs=gr.Textbox(),title="Text-sentiment-Analysis",description="Analyze the sentiment of text using TextBlob")
if __name__=="__main__":
demo.launch(mcp_server=True)
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