sentence-transformers How to use dpshade22/hf-e5-bible-100 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("dpshade22/hf-e5-bible-100")
sentences = [
"query: Handkerchief: Only once in Authorized Version (Acts 19:12). The Greek word (sudarion) so rendered means properly “a sweat-cloth.” It is rendered “napkin” in John 11:44; 20:7; Luke 19:20.",
"passage: as well as the cloth that had been wrapped around Jesus’ head. The cloth was still lying in its place, separate from the linen.",
"passage: “On that day I will make the clans of Judah like a firepot in a woodpile, like a flaming torch among sheaves. They will consume all the surrounding peoples right and left, but Jerusalem will remain intact in her place.",
"passage: and the borders of Canaan reached from Sidon toward Gerar as far as Gaza, and then toward Sodom, Gomorrah, Admah and Zeboyim, as far as Lasha."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
