| import gradio as gr | |
| from transformers import pipeline | |
| def classify(text): | |
| classifier = pipeline("zero-shot-classification") | |
| candidate_labels = ["positive", "negative", "neutral"] | |
| output = classifier(text, candidate_labels) | |
| return output | |
| demo = gr.Interface(fn=classify, | |
| inputs=gr.Textbox(label="Enter something"), | |
| outputs=gr.Label(num_top_classes=3)) | |
| demo.launch() |