import json import gradio as gr from textblob import TextBlob def sentiment_anaysis(text: str) -> str: """ Analyze the sentiment or the given text. Args: text (str): The text to analyze Returns: 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_anaysis, 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)