Retrieve relevant chunks

Embeds the query, searches the vector store, and returns results.

Usage

retrieve(ret, query, k = 5L)

Arguments

ret

A securecontext_retriever object.

query

Character string query.

k

Number of results.

Value

Data frame with columns id, score.

Examples

emb <- embed_tfidf(c("cat sat on mat", "dog ran in park"))
vs <- vector_store$new(dims = emb@dims)
ret <- retriever(vs, emb)
add_documents(ret, document("The cat sat on the mat."))
retrieve(ret, "cat", k = 1)
#>                                    id     score
#> 1 doc_20260310163651_3f1285a6_chunk_1 0.5773503