File size: 660 Bytes
a640db1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 |
from transformers import pipeline
from typing import Dict, List, Any
from tokenizers.decoders import WordPiece
class EndpointDictaBertNERHandler:
def __init__(self):
self.model = pipeline('ner', model='dicta-il/dictabert-ner', aggregation_strategy='simple')
self.model.tokenizer.backend_tokenizer.decoder = WordPiece()
def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
"""
data args:
inputs (:obj: `str` | `PIL.Image` | `np.array`)
kwargs
Return:
A :obj:`list` | `dict`: will be serialized and returned
"""
return self.model(data['inputs'])
|