sentence-transformers How to use lsy9874205/heal-protocol-embeddings with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("lsy9874205/heal-protocol-embeddings")
sentences = [
"**Intervention costs**, including:\n - Medication costs\n - Provider time\n - Peer navigator time and expenses\n - Program administration",
"4.2 Inclusion Criteria\n\nPatients must meet all of the following inclusion criteria to be eligible for the study:",
"**MOUD Type**:\n - Methadone\n - Buprenorphine\n - Naltrexone",
"Pregnancy (pregnant patients will be referred to specialized obstetric addiction services)"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
