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from fastapi import FastAPI
from core.init_nlp import initialize_nlp
from contextlib import asynccontextmanager
import logging
from api.endpoints import location
from transformers import AutoTokenizer, AutoModelForTokenClassification
@asynccontextmanager
async def lifespan(app: FastAPI):
# initialize_nlp()
print("Initializing NER model and tokenizer")
logging.info("Initializing NER model and tokenizer")
app.tokenizer = AutoTokenizer.from_pretrained("ml6team/bert-base-uncased-city-country-ner")
app.model = AutoModelForTokenClassification.from_pretrained("ml6team/bert-base-uncased-city-country-ner")
app.nlp = pipeline('ner', model=app.model, tokenizer=app.tokenizer, aggregation_strategy="simple")
yield
app = FastAPI(lifespan=lifespan)
app.include_router(location.router, prefix="/location/api/v1")
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