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Modelo

  • "Alibaba-NLP/gte-multilingual-base"

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Busqueda

from sentence_transformers import SentenceTransformer
from sentence_transformers.util import cos_sim
from datasets import load_dataset
import numpy as np

model_name = "Alibaba-NLP/gte-multilingual-base"
model = SentenceTransformer(model_name, trust_remote_code=True)

raw_data = load_dataset('Manyah/incrustaciones')

question = ""
question_embedding = model.encode(question)

sim = [cos_sim(raw_data['train'][i]['embedding'],question_embedding).numpy() for i in range(0,len(raw_data['train']))]

index =  sim.index(max(sim))

print(raw_data['train'][index]['context'])
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