sentence-transformers How to use uc-ctds/bge-large-en-v1.5-bio-mapping with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("uc-ctds/bge-large-en-v1.5-bio-mapping")
sentences = [
"dataCollection.studyDesignSummary: Plan detailing how data will be collected from patient cohorts.",
"dataset.primary_site: The primary body site studied in this dataset.",
"dataset.research_design: A summary of the goals of the research or a general description of the research's relationship to a clinical application.",
"subject.taxon_id: NCBI identifier for classification of organisms."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
