sentence-transformers How to use Ionio-ai/retail_embedding_classifier_v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Ionio-ai/retail_embedding_classifier_v1")
sentences = [
"Garlic Ganhiali Pickle. Description :Nutty Yogi Garlic Ganhiali Pickle is hygienically processed from best quality gandhialo and garlic. This traditional style pickle is a spicy and tasty complement to any meal. Its sour and hot taste titillates the taste buds. This mouthwatering pickle is made from gandhialo and garlic shreds, mixed with other spices and ingredients. It has natural antioxidants, improving digestive health, providing vitamin C, and helps in generating healthy gut-flora.!",
"Microwaveable Plastic Multiutility Bowl - Blue, New Coral, L2271 BL. Description :It is made of high-quality food grade virgin plastic. These bowls come in beautiful bright colours. Store fruits, dry fruits, snacks, biscuits etc. in these bowls. These coral bowls are microwave safe, easy to clean and maintain.!",
"Kung Pao Sauce. Description :Bechef Kung Pao Sauce is our take on Classic Sichuan Chinese Dish of Kung Pao Chicken. This pure vegetarian sauce is a classic example of Indo Chinese fusion where we have adapted the taste to Indian palate yet be loyal to the original taste.!",
"Popular Aluminium Outer Lid Pressure Cooker (10003). Description :The highly appreciated Prestige Popular Plus comes with an induction base and host of other top-of-the-line features. Manufactured from virgin Aluminium to ensure zero contamination, this cooker boasts of the highest quality of raw materials used. Perfected over a period of time with trademark Prestige engineering, expected the very best with up-to-date innovations and features. Add to that, the elegant design and splendid finish, the cooker is a sheer pleasure to cook with.Prestige Popular Plus base is Stainless steel perforated (holes) plate, machine pressed to Aluminium cooker base. Suitable for Induction cooktops and gas cooking, this versatile cooker provides you with maximum utility.It is the first level of safety feature to release pressure above 1kg/cm2, which makes the cooking safe and time saving for you. It is made up of brass with steel coating on it for durability.This is the 2nd level of safety provide in Prestige pressure cooker, in case there is any blockage of vent tube, the gasket will bulge and steam will release through the hole at the top. Thus, making it extremely safe for usage.It is the 3rd level of safety feature top fitted to the lid, to release excess steam when pressure, rises beyond a safe level. Thus, making it extremely safe to use.Benefits: More Economical.Faster Cooking.!"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
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