Fast lexical search
Project description
byte-search
Installation
pip install byte-search
Usage
from byte_search.index import SearchIndex
docs = [
"Contrastive Fine-tuning Improves Robustness for Neural Rankers",
"Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning",
"Spatial Dependency Parsing for Semi-Structured Document Information Extraction"
]
my_index = SearchIndex(text_list=docs, device='cpu', d_model=64)
my_index.show_topk(query='machine translation', k=1)
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