LLMAgentR (version 0.2.2)

build_interpreter_agent: Build an Interpreter Agent

Description

Constructs an agent that uses LLM to interpret various outputs (plots, tables, text results) and provides structured explanations suitable for both technical and non-technical audiences.

Value

A list containing:

• prompt - The full prompt sent to LLM

• interpretation - The generated interpretation

• success - Logical indicating if interpretation succeeded

• attempts - Number of tries made

Arguments

llm

A function that accepts a character prompt and returns an LLM response.

interpreter_prompt

Optional custom prompt template (default provides structured interpretation framework).

code_output

The output to interpret (chart summary, table, text results etc.).

max_tries

Maximum number of attempts for LLM calls (default: 3).

backoff

Seconds to wait between retries (default: 2).

verbose

Logical controlling progress messages (default: TRUE).

Examples

if (FALSE) {
# Example table or code output
output_text <- "
| Region  | Sales | Profit |
|---------|-------|--------|
| North   |  2000 |   300  |
| South   |  1500 |   250  |
| East    |  1800 |   400  |
| West    |  2200 |   100  |
"

# Build interpreter agent
interpreter_agent <- build_interpreter_agent(
  llm = my_llm_wrapper,
  code_output = output_text,
  max_tries = 3,
  backoff = 2,
  verbose = FALSE
)
}