app.py

import gradio as gr
#nothing2
from textblob import TextBlob


def sentiment_analysis(text:str) ->dict:
    """
    Analyze the sentiment of the given text.

    Args:
        text (str): The text to analyze

    Returns:
        dict: A dictionary containing polarity , subjectivity and assessment
    """

    blob = TextBlob(text)
    sentiment = blob.sentiment

    return{
        "polarity": round(sentiment.polarity, 2), # -1 to 1
        "subjectivity": round(sentiment.subjectivity, 2), # 0 objective , 1 subjective
        "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 text using TextBlob"
)

if __name__ == "__main__":
    demo.launch(mcp_server=True)