app.py

# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.

# %% auto 0
__all__ = ['demo', 'analyze_sentiment']

# %% app.ipynb 1
import gradio as gr
from textblob import TextBlob

# %% app.ipynb 3
def analyze_sentiment(text):
    """
    Analyze the sentiment of the given text.

    Args:
        text (str): The text to analyze

    Returns:
        dict: A dictionary containing polarity, subjectivity, and assessment
    """
    blob = TextBlob(text)
    sentiment = blob.sentiment
    assessments = "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
    return {"polarity": round(sentiment.polarity, 2), 
            "subjectivity": round(sentiment.subjectivity, 2), 
            "assessments": assessments}

# %% app.ipynb 5
demo = gr.Interface(fn=analyze_sentiment, 
                    inputs=gr.Textbox(placeholder="Enter text to analyze..."), 
                    outputs="json",
                    title="Text Sentiment Analysis",
                    description="Analyze the sentiment of text using TextBlob")
demo.launch(mcp_server=True)