sentence-transformers How to use dpshade22/hf-e5-bible-300 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("dpshade22/hf-e5-bible-300")
sentences = [
"query: Jesus and Mary",
"passage: Later, knowing that everything had now been finished, and so that Scripture would be fulfilled, Jesus said, “I am thirsty.”",
"passage: But a young man saw them and told Absalom. So the two of them left at once and went to the house of a man in Bahurim. He had a well in his courtyard, and they climbed down into it.",
"passage: As he says in Hosea:\n“I will call them ‘my people’ who are not my people;\n and I will call her ‘my loved one’ who is not my loved one,”"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
