ShriGouri12/Text_processing

1import gradio as gr2import joblib3 4# Load the vectorizer and model5vectorizer = joblib.load("vectorizer.pkl")6model = joblib.load("best_logistic_model.pkl")7 8def predict_sentiment(text):9    text_vec = vectorizer.transform([text])10    pred = model.predict(text_vec)[0]11    return "Positive" if pred == 1 else "Negative"12 13demo = gr.Interface(14    fn=predict_sentiment,15    inputs="text",16    outputs="text",17    title="Sentiment Analysis: Positive or Negative",18    description="Enter a review or comment to predict whether it expresses Positive or Negative sentiment."19)20 21demo.launch()22 23