import gradio as gr import pickle # Load saved files model = pickle.load(open("model.pkl", "rb")) vectorizer = pickle.load(open("vectorizer.pkl", "rb")) def predict(text): vec = vectorizer.transform([text]) pred = model.predict(vec)[0] return "Positive 😊" if pred == 1 else "Negative 😡" gr.Interface( fn=predict, inputs=gr.Textbox(label="Enter text"), outputs=gr.Textbox(label="Sentiment") ).launch()