app.py

import gradio as gr
from textblob import TextBlob


def sentiment_analysis(text: str) -> dict:
    """
    对输入文本进行情感分析

    参数:
        text (str): 需要分析的文本内容

    返回:
        dict: 包含以下键值对的字典:
            - polarity: 情感极性值 (-1到1之间,负值表示消极,正值表示积极)
            - subjectivity: 主观性值 (0到1之间,0表示客观,1表示主观)
            - assessment: 情感评估结果 ('positive', 'negative' 或 'neutral')
    """
    blob = TextBlob(text)
    sentiment = blob.sentiment
    return {
        "polarity": round(sentiment.polarity, 2),
        "subjectivity": round(sentiment.subjectivity, 2),
        "assessment": (
            "positive"
            if sentiment.polarity > 0
            else "negative" if sentiment.polarity < 0 else "neutral"
        ),
    }


demo = gr.Interface(
    fn=sentiment_analysis,
    inputs=gr.Textbox(placeholder="Enter text to analyze..."),
    outputs=gr.JSON(),
    title="Text Sentiment Analysis",
    description="Analyze the sentiment of a given text.",
)

if __name__ == "__main__":
    demo.launch(mcp_server=True)