app.py

import gradio as gr
from textblob import TextBlob

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

    Args:
        text (str): The input text to analyze.

    Returns:
        dict: A dictionary containing the polarity, subjectivity, and assessment of the sentiment.
    """
    blob = TextBlob(text)
    sentiment = blob.sentiment

    return {
        "polarity": round(sentiment.polarity, 2), # -1 (neg) to 1 (pos)
        "subjectivity": round(sentiment.subjectivity, 2), # 0 (obj) to 1 (subj)
        "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="Sentiment Analysis",
    description="Analyze the sentiment of a given text using TextBlob.",
)

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