How to use smokxy/bge_small_method1_triplet with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("smokxy/bge_small_method1_triplet") sentences = [ "Where do the trunks of the Kharif/Rabi Food Soldier Insect stay during the day?", "'y Indeterminate tomato varieties namely Solan lalima and Arka Rakshak are recommended for Kharif season y Nursery bed should be prepared by first week of May. Bring the soil into fine tilt and raise the bed to 10-15 cm above ground level. Mix well rotten farmyard manure/ compost or leaf compost in the soil. To make the soil free from soil-borne disease-causing pathogens (Damping-off), drench the bed with 0.1% solution of Captan or Fytolan. Cover immediately with polythene sheet or gunny bag for 2 days. Uncover the soil and get it loosened and leave it as such for 3-4 days. Thoroughly mix Malathion 5% dust in order to protect the seedlings from soil-borne insects. Sowing should be done by second'", "'42.है Kharif / Kharif Kharif / Rabi Food Soldier Insect: The trunks of this insect are brown in color, which remain stuck between the forts or in the cracks of the ground during the day. The trunks come out of the holes or crevices in the evening and climb up the plants and cut the earrings into small pieces and drop them down. Level of economic damage: Cr. Insect नाम4.जघ is a pest of 7 species. नाम4.जघ Insect wrap नाम4.जघ is a pest of 7 species. Weekly monitoring of crop should be done. Economic damage level 5% Infected plants 5% Silver soot 2% Freshly infested leaves 2% Infected leaves or 2% Adult freshly infested leaves 5% Dead cow dung 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Insects 5% Infected plants 5% Silver soot 2% Freshly infested leaves 2% Inseeds 2% Dead cow dung 2% Inseeds 5% Inseeds 1% Insects 3% Inseeds 4% Inseeds 2 Pests 2 Pests 4 Pests 5 Pests 5 Pests 5 Pests 5 Pests 4 Pests 1 Pests 2 Pests 2 Pests 2 P Only a balanced amount of fertilizers should be used |जल There should be a proper drainage system. In areas with brown fungus and armyworm infestation, transplantation should be done by leaving one row after 20 rows. Both ends of the field with good drainage. By passing fast over the plants by holding the rope, the hooks of the insect fall into the water, which flows with the water when the water is drawn from the field. 5 pheromone traps per ha) should be used for predicting and controlling the stem borer insect.'", "'The farming being practiced for the last five decades in India has increasingly been found non- sustainable. The system is oriented towards high production without much concern for ecology and the very existence of man himself. Adverse effects of modern agricultural practices not only on the farm but also on the health of all living things and thus on the environment have been well documented all over the world. Application of technology, particularly in terms of the use of chemical fertilizers and pesticides all around us has persuaded people to think aloud. Their negative effects on the environment are manifested through soil erosion, water shortages, salination, soil contamination, genetic erosion, etc.'" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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