sentence-transformers How to use Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Omartificial-Intelligence-Space/Qwen3-VL-Embedding-2B-Arabic-VDR")
sentences = [
"بناءً على ما يظهر في الصورة، كيف يمكن تفسير تكيف هذا الطائر مع بيئته الصخرية والصحراوية؟",
"Fauna",
"Flora",
"Oman"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
