sentence-transformers How to use mavihsrr/bgeEmbeddingsRetailedFT with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("mavihsrr/bgeEmbeddingsRetailedFT")
sentences = [
"Gliss Hair Repair Conditioner Color Protect & Shine. Description :This conditioner is designed for long-lasting colour protection for your coloured hair. The ultimate colour conditioner gives up to 10 weeks of colour protection and intense luminosity. The effective formula with the repair serum and the UV filter repairs the hair, seals and protects the colour perfectly from washing out and fading. It provides optimal colour protection for coloured hair up to 10 weeks with regular use.Hate hair drama? Then try Gliss Hair Repair products for beautiful, restored and healthy-looking hair. GLISS Hair Repair products with breakthrough patented Hair-Identical Keratin leverage technology to up to 10 layers deep. Combined with essential benefits like colour protection, intense hydration, long-lasting volume, and weightless nourishment, you get the repair you need without having to compromise.!",
"Dairy Milk Honeycomb & Nuts - Imported. Description :Cadbury dairy milk is all about regaling in the richness and creaminess of these classic chocolate bars. These chocolate bars are available in a number of diverse flavours that offer you a reason to celebrate every small and big occasion of happiness.!",
"product\nBio Flame Of The Forest - Fresh Shine Expertise Oil Bio Flame Of The Forest - Fresh Shine Expertis...\nBio Flame Of The Forest - Fresh Shine Expertise Oil Bio Flame Of The Forest - Fresh Shine Expertis...\nName: combined, dtype: object",
"Hygiene Hand Wipes With Anti-bacterial Actives- Skin-Friendly. Description :Have you stepped out of your house and wondered if the door that you just pushed open, was clean? Are there germs lurking around you, that you wish you could see better? Have you wondered if you have been careful in ensuring the best protection against bacteria and germs? Is your personal hygiene standard good enough? Personal Hygiene is in your hands. Literally. KeepSafe by Marico takes care of your Hygiene needs through its range of premium quality sanitizer, disinfectants, wipes, hand wash and personal hygiene products.KeepSafe Hygiene Hand Wipes are rich in anti-bacterial actives that sanitise and effectively fight germs. These wipes are rich in Aloe Vera and Glycerine and are mild and soothing on the skin. These hygiene wipes are so soft, that you can use them every day, as many times as you want. Like a true Marico product, KeepSafe believes in transparency, superior quality and complete essential care. Try out the Multi-purpose Disinfectant and the Instant Hand Sanitiser from KeepSafe by Marico range for complete out-of-home hygiene. Take No Chances. Keep Safe.!"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
