| from transformers import pipeline |
| import gradio as grad |
| zero_shot_classifier = pipeline("zero-shot-classification") |
|
|
|
|
| def classify(text,labels): |
| classifer_labels = labels.split(",") |
| |
| response = zero_shot_classifier(text,classifer_labels) |
| return response |
| txt=grad.Textbox(lines=1, label="English", placeholder="text to be classified") |
| labels=grad.Textbox(lines=1, label="Labels", placeholder="comma separated labels") |
| out=grad.Textbox(lines=1, label="Classification") |
| grad.Interface(classify, inputs=[txt,labels], outputs=out).launch() |
|
|
