Supercedes the embeddings() function.
Usage
embed(
model,
input,
truncate = TRUE,
normalize = TRUE,
keep_alive = "5m",
endpoint = "/api/embed",
host = NULL,
...
)Arguments
- model
A character string of the model name such as "llama3".
- input
A vector of characters that you want to get the embeddings for.
- truncate
Truncates the end of each input to fit within context length. Returns error if FALSE and context length is exceeded. Defaults to TRUE.
- normalize
Normalize the vector to length 1. Default is TRUE.
- keep_alive
The time to keep the connection alive. Default is "5m" (5 minutes).
- endpoint
The endpoint to get the vector embedding. Default is "/api/embeddings".
- host
The base URL to use. Default is NULL, which uses Ollama's default base URL.
- ...
Additional options to pass to the model.
Examples
if (FALSE) { # test_connection()$status_code == 200
embed("nomic-embed-text:latest", "The quick brown fox jumps over the lazy dog.")
# pass multiple inputs
embed("nomic-embed-text:latest", c("Good bye", "Bye", "See you."))
# pass model options to the model
embed("nomic-embed-text:latest", "Hello!", temperature = 0.1, num_predict = 3)
}