EmbeddedString{T,E}

A string content with an embedding embedding.

MatchCandidate{T,E}

A candidate match between two strings content_a and content_b with embeddings embedding_a and embedding_b and a score score.

Overrides the show function for EmbeddedString to only show the content of the string.

allmatches(
    thing::AbstractString,
    candidates::AbstractVector{<:AbstractString};
    threshold=0.5
)

Return all the matches for thing in candidates by comparing the embedding of thing to the embeddings of candidates. The embeddings are computed using aiembed from PromptingTools.jl.

bestmatch(
    thing::AbstractString,
    candidates::AbstractVector{<:AbstractString};
    threshold=0.5
)

Return the best match for thing in candidates by comparing the embedding of thing to the embeddings of candidates. The embeddings are computed using aiembed from PromptingTools.jl.

corpus(things::AbstractVector{<:AbstractString})

Return the corpus of all the strings in things. Used to cache the embeddings of all the strings in things to reduce the number of API calls to aiembed.

cosinesimilarity(a::AbstractVector, b::AbstractVector)

Compare the embeddings of a and b by computing the cosine similarity.

embed(x::AbstractString)

Return the embedding of x using aiembed from PromptingTools.jl. Memoized to reduce the number of API calls to aiembed.

getembeddings(things::AbstractVector{<:AbstractString})

Return the embeddings of each string in things.