parse_embeddings: Parse Embedding Response into a Numeric Matrix

In LLMR: Interface for Large Language Model APIs in R

Parse Embedding Response into a Numeric Matrix

Description

Converts the embedding response data to a numeric matrix.

Usage

parse_embeddings(embedding_response)

Arguments

embedding_response

The response returned from an embedding API call.

Value

A numeric matrix of embeddings with column names as sequence numbers.

Examples

## Not run: 
  text_input <- c("Political science is a useful subject",
                  "We love sociology",
                  "German elections are different",
                  "A student was always curious.")

  # Configure the embedding API provider (example with Voyage API)
  voyage_config <- llm_config(
    provider = "voyage",
    model = "voyage-large-2",
    api_key = Sys.getenv("VOYAGE_API_KEY")
  )

  embedding_response <- call_llm(voyage_config, text_input)
  embeddings <- parse_embeddings(embedding_response)
  # Additional processing:
  embeddings |> cor() |> print()

## End(Not run)

LLMR documentation built on April 4, 2025, 1:11 a.m.