runCodeInResponse: Executes the code in the received response from the agent

In mergen: AI-Driven Code Generation, Explanation and Execution for Data Analysis

Executes the code in the received response from the agent

Description

The function extracts and executes the code in the response. If required it can try to correct errors in the code via different strategies.

Usage

runCodeInResponse(
  response,
  prompt = NULL,
  agent = NULL,
  context = NULL,
  correction = c("none", "selfcorrect", "sampleMore", "sampleThenCorrect",
    "correctThenSample"),
  attempts = 3,
  output.file = NULL,
  ...
)

Arguments

response	response to be parsed for code and executed
prompt	prompt for the response, if correction="none" it is not needed
agent	AI agent, if correction="none" it is not needed
context	context for the prompt, if correction="none" it is not needed
correction	"none" no code correction is needed. "selfcorrect" feedback the errors to LLM and ask for fix. "sampleMore" sample responses for the #prompt until an executable code is returned or number of attempts reached. "correctThenSample" first try self-correct "attempt" number of times. If no executable code is returned. It will sample new responses "attempt" number of times or until executable code
attempts	Numeric value denoting how many times the code should be sent back for fixing.
output.file	Optional output file created holding parsed code
...	arguments to sendPrompt()

Value

A list containing the following elements:

init.response	A character vector representing the initial prompt response.
init.blocks	A list of initial blocks.
final.blocks	A list of final blocks.
code.works	A boolean value indicating whether the code works.
exec.result	A character string representing the execution results.
tried.attempts	An integer representing the number of attempts.

See Also

selfcorrect,sampleResponse

Examples

## Not run: 

resp.list <- runCodeInResponse(agent,prompt,context=rbionfoExp,correction="sampleMore",attempt=2)

## End(Not run)

mergen documentation built on June 27, 2024, 5:10 p.m.