Spaces:
Sleeping
Sleeping
| 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) |