sentence-transformers How to use RamzyBakir/arabic-gte-multilingual-embed-medium with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("RamzyBakir/arabic-gte-multilingual-embed-medium", trust_remote_code=True)
sentences = [
"So our minds are filling in those other 275 words.",
"لذا فإن عقولنا تكون مشغولة وممتلئة ب 275 كلمة كتلك.",
"هل يمكنك الحمل قبل يوم واحد من الإباضة؟",
"وهذه المقاطع تكوّن كلمات ."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
