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LLMRagent: Reproducible Language-Model Agents for Research

Large language model agents as governed research instruments, built on 'LLMR'. The package supports designed conversations and factorial experiments with declared tools and budgets. Each run produces an inspectable record that can be archived and checked.

Version: 0.8.1
Depends: R (≥ 4.2)
Imports: LLMR (≥ 0.8.11), R6, tibble, rlang, cli, digest, jsonlite, httr2, utils
Suggests: testthat (≥ 3.0.0), knitr, rmarkdown, future, future.apply, dplyr, withr, callr, jsonvalidate, htmltools
Published: 2026-07-27
DOI: 10.32614/CRAN.package.LLMRagent
Author: Ali Sanaei [aut, cre]
Maintainer: Ali Sanaei <sanaei at uchicago.edu>
BugReports: https://github.com/asanaei/LLMRagent/issues
License: MIT + file LICENSE
URL: https://github.com/asanaei/LLMRagent, https://asanaei.github.io/LLMRagent/
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: LLMRagent results

Documentation:

Reference manual: LLMRagent.html , LLMRagent.pdf
Vignettes: A deliberation experiment: group composition and collective decisions (source, R code)
Designed conversations: debates, focus groups, interviews, deliberations (source, R code)
Fan-out synthesis: one strong model coordinating many cheap ones (source, R code)
LLMRagent in 10 minutes (source, R code)
Governed tools and human review: letting an agent act, safely (source, R code)
Provenance and archiving: an agent run as evidence (source, R code)
Validity: robustness, personas, and scoped claims (source, R code)
Workflows: small, checkable, resumable pipelines (source, R code)

Downloads:

Package source: LLMRagent_0.8.1.tar.gz
Windows binaries: r-devel: LLMRagent_0.8.1.zip, r-release: LLMRagent_0.8.1.zip, r-oldrel: LLMRagent_0.8.1.zip
macOS binaries: r-release (arm64): LLMRagent_0.8.1.tgz, r-oldrel (arm64): LLMRagent_0.8.1.tgz, r-release (x86_64): LLMRagent_0.8.1.tgz, r-oldrel (x86_64): LLMRagent_0.8.1.tgz
Old sources: LLMRagent archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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