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