sentence-transformers How to use KayaAI/finetuned_embedding_v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("KayaAI/finetuned_embedding_v2")
sentences = [
"07 42 33 Plastic Wall Panels",
"03 31 00 Structural Concrete",
"05 53 13 Bar Gratings",
"07 42 43 Composite Wall Panels"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
