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Compute cosine similarity between all pairs of embeddings.

Usage

hf_similarity(embeddings, text_col = "text")

Arguments

embeddings

A tibble with an 'embedding' column (from hf_embed).

text_col

Character string. Name of the text column. Default: "text".

Value

A tibble with columns: text_1, text_2, similarity

Examples

if (FALSE) { # \dontrun{
sentences <- c("I love cats", "I adore felines", "Dogs are great")
embeddings <- hf_embed(sentences)
similarities <- hf_similarity(embeddings)
} # }