llm_validate_persona_frame: Check that a data frame follows the persona contract

In LLMR: Interface for Large Language Model APIs in R

Check that a data frame follows the persona contract

Description

Verifies the minimum a persona frame needs: it is a data frame with at least one row. It also reports, via a message when verbose, whether the optional dictionary and demographic_fields attributes are present. It is tolerant: a frame without those attributes is still usable (handles stand in for questions, and demographics are guessed from common names).

Usage

llm_validate_persona_frame(x, verbose = FALSE)

Arguments

x	A candidate persona data frame.
verbose	Logical; if TRUE, report which optional attributes are present.

Value

TRUE invisibly if x is a usable persona frame; otherwise it raises an error.

See Also

llm_persona_split(), anes_2024_personas.

LLMR documentation built on July 11, 2026, 1:06 a.m.