import gradio as gr from textblob import TextBlob def sentiment_analysis(text: str) -> dict: """" Analyze sentiment for the given text. Args: text (str): Text to analyze. Returns: dict: A dictionary polarity, subjectivity and assesment. """ blob = TextBlob(text) sentiment = blob.sentiment return { "polarity": round(sentiment.polarity, 2), "subjectivity": round(sentiment.subjectivity, 2), "assesment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral", } app = gr.Interface( fn=sentiment_analysis, inputs=gr.Textbox(lines=2, placeholder="Enter text here..."), outputs=gr.JSON(), title="Text Sentiment Analysis", description="Analyze sentiment of text using TextBlob." ) if __name__ == "__main__": app.launch(mcp_server=True)