import json import gradio as gr from textblob import TextBlob def sentiment_analysis(text: str) -> str: """ Analyze the sentiment of the given text Args: text (str): The input text to analyze. Returns: str: A JSON string containing polarity, subjectivity and assesment """ 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_analysis, inputs=gr.Textbox(placeholder="Enter text to analyze..."), outputs=gr.Textbox(), title="Text Sentiment Analysis", description="This app analyzes the sentiment of the input text and returns the polarity, subjectivity, and overall assessment (Positive, Negative, or Neutral)." ) if __name__ == "__main__": demo.launch(mcp_server=True)