Type: Package
Package: LLMRagent
Title: Reproducible Language-Model Agents for Research
Version: 0.8.0
Authors@R: 
    person("Ali", "Sanaei", , "sanaei@uchicago.edu", role = c("aut", "cre"))
Description: An 'R' interface built on 'LLMR' creates large language
        model (LLM) agents for use as reproducible and governed
        research instruments. Agents pair a model configuration with
        optional persona instructions. Stateful exchanges retain
        conversational memory, and native 'R' functions can serve as
        tools within declared budgets. Several agents can hold a
        turn-taking conversation over a shared transcript, and
        factorial experiments across such designs run in parallel.
        Model calls and tool activity are captured in a run object, so
        the research record extends beyond generated text. A study
        manifest hashes the design and computational apparatus without
        treating sampled replies as part of its identity, and a
        hash-sealed archive preserves it alongside transcripts and call
        records. Tool policies record declared side effects and can
        limit call counts or result sizes; calls marked for human
        review pause before execution. Robustness checks assess
        sensitivity to prompt or model changes, while calibration
        against human labels corrects estimates drawn from imperfect
        model labels.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 4.2)
Imports: LLMR (>= 0.8.10), R6, tibble, rlang, cli, digest, jsonlite,
        httr2, callr, utils
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, future, future.apply,
        dplyr, withr, R.utils, jsonvalidate, igraph, htmltools
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://github.com/asanaei/LLMRagent,
        https://asanaei.github.io/LLMRagent/
BugReports: https://github.com/asanaei/LLMRagent/issues
NeedsCompilation: no
Packaged: 2026-07-21 12:20:45 UTC; root
Author: Ali Sanaei [aut, cre]
Maintainer: Ali Sanaei <sanaei@uchicago.edu>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-07-21 09:20:08 UTC
RemoteUrl: https://github.com/cran/LLMRagent
RemoteRef: HEAD
RemoteSha: 09e71470aa12242a3e6f187150629a8d014d6bc5