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from typing import Text
import gradio as gr
from gradio.components.textbox import Textbox
from textblob import TextBlob
from ntpath import sep
def sentiment_analysis(text: str) -> dict:
"""
Analyzes the sentiment of a given text.
Args:
text (str): The text to analyze.
Returns:
dict: A dictionary containing the sentiment polarity and subjectivity and assessment
"""
blob = TextBlob(text)
sentiment = blob.sentiment
return {
"polarity": round(sentiment.polarity, 2),
"subjectivity": round(sentiment.subjectivity, 2),
"assessment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
}
demo = gr.Interface(
fn=sentiment_analysis,
inputs=gr.Textbox(placeholder="Enter text to analyze..."),
outputs=gr.JSON(),
title="Text Sentiment Analysis",
description="Analyze the sentiment of the est using TextBlob"
)
if __name__ == "__main__":
demo.launch(mcp_server=True)
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