import os from dotenv import load_dotenv import gradio as gr from textblob import TextBlob # Load environment variables from .env file load_dotenv() def sentiment_analysis(text:str) -> dict: """ 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 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 text using TextBlob" ) if __name__ == "__main__": demo.launch(share=True)