| from transformers import pipeline | |
| extractor = pipeline("text2text-generation", model="request-extraction") | |
| intent ="I really need my broken window to be replaced, can John do it by today" | |
| intent = " Can you come and have a look at our boiler" | |
| label=extractor(intent)[0]["generated_text"] | |
| if label=="": | |
| label="No request detected" | |
| print (label ) |