sentence-transformers How to use srinivasanAI/bge-small-my-qna-model with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("srinivasanAI/bge-small-my-qna-model")
sentences = [
"Represent this sentence for searching relevant passages: where do the chances live on raising hope",
"Raising Hope James \"Jimmy\" Chance is a 23-year old, living in the surreal fictional town of Natesville, who impregnates a serial killer during a one-night stand. Earning custody of his daughter, Hope, after the mother is sentenced to death, Jimmy relies on his oddball but well-intentioned family for support in raising the child.",
"Quadripoint A quadripoint is a point on the Earth that touches the border of four distinct territories.[1][2] The term has never been in common use—it may not have been used before 1964 when it was possibly invented by the Office of the Geographer of the United States Department of State.[3][n 1] The word does not appear in the Oxford English Dictionary or Merriam-Webster Online dictionary, but it does appear in the Encyclopædia Britannica,[4] as well as in the World Factbook articles on Botswana, Namibia, Zambia, and Zimbabwe, dating as far back as 1990.[5]",
"Show Me the Way to Go Home The song was recorded by several artists in the 1920s, including radio personalities The Happiness Boys,[2] Vincent Lopez and his Orchestra,[2] and the California Ramblers.[3] Throughout the twentieth into the twenty-first century it has been recorded by numerous artists."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
