Ask System One questions about a state

Sends one request to POST /v1/systemone: the model reads state once and answers every question against it.

Usage

system_one(
  state,
  ...,
  model = ts_default_model(),
  max_tries = 3,
  timeout = ts_timeout(),
  api_key = ts_api_key()
)

Arguments

state

The content to evaluate: a single string, or a list for structured data such as a record or chat log (a named list becomes a JSON object, an unnamed list a JSON array). See https://docs.typesafe.ai/concepts/state.

...

Named questions created with ts_noul(), ts_choice(), or ts_score(). The names identify the answers and aren't shown to the model. You can also splice a named list of questions with !!!.

model

The model to use. Defaults to ts_default_model(), which is "jev-latest", TypeSafe's flagship model, unless the TYPESAFE_DEFAULT_MODEL environment variable says otherwise. Pin a versioned ID such as "jev-1.13.0" to keep answers stable. See ts_models().

max_tries

Maximum number of attempts per request, including the first. Requests that fail with 408, 429, 5xx, or a connection failure are retried with exponential backoff, within a 30 second retry budget. Use 1 to disable retries.

timeout

Timeout for each attempt, in seconds. Defaults to the typesafer.timeout option, or 10.

api_key

API key; defaults to ts_api_key().

Value

A ts_response. Answers are in @answers, named like the questions; the model that answered is in @model, and token counts are in @usage. Use as_tibble() to get the answers as a one-row tibble.

See also

system_one_df() to ask the same questions about every row of a data frame. typesafer_error for the errors this can raise.

Examples

if (FALSE) { # \dontrun{
resp <- system_one(
  "I was charged twice. Please help ASAP.",
  billing = ts_noul("Is this about billing?"),
  tone = ts_choice("What is the tone?", c("calm", "angry")),
  urgency = ts_score("How urgent is this?", c("low", "medium", "high"))
)
resp
resp@answers$billing@prob
resp@answers$tone@choice
resp@answers$urgency@score
} # }