commons: AI Agents for Data Analysis
Implements trustworthy large language model agents. Connect raw data sources, a pool of trusted calculations, and a searchable context layer that demonstrates how to interpret them. Then, deploy data agents that answer questions, log interactions, and can be evaluated and improved over time.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | bslib (≥ 0.11.0), callr, cli, coro, DBI, duckdb (≥ 1.5.4.2), ellmer (≥ 0.5.0), evaluate, filelock, highr, htmltools, httr2 (≥ 1.1.0), jsonlite, knitr, later, magick, processx, promises (≥ 1.5.0), R6, ragg, ragnar, rlang (≥ 1.2.0), roxygen2, S7, sass, shinychat (≥ 0.5.0), utils |
| Suggests: | bit64, bsicons, chromote, dbplyr, dplyr, ggplot2, gt, odbc, otel (≥ 0.2.0), otelsdk (≥ 0.2.0), pins, plotly, pkgload, readr, rmarkdown, rsconnect, shiny (≥ 1.11.1), shinytest2, testthat (≥ 3.0.0), vitals, withr, yaml |
| Published: | 2026-09-11 |
| DOI: | 10.32614/CRAN.package.commons |
| Author: | Simon Couch  [aut,
cre],
Sara Altman [aut],
Posit Software, PBC  [cph,
fnd] |
| Maintainer: | Simon Couch <simon.couch at posit.co> |
| BugReports: | https://github.com/posit-dev/commons/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/posit-dev/commons, https://posit-dev.github.io/commons/ |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | commons results |
Documentation:
| Reference manual: | commons.html , commons.pdf |
| Vignettes: |
Introduction to commons (source, R code) Security and governance for commons agents (source, R code) |
Downloads:
| Package source: | commons_0.1.0.tar.gz |
| Windows binaries: | r-devel: commons_0.1.0.zip, r-release: commons_0.1.0.zip, r-oldrel: commons_0.1.0.zip |
| macOS binaries: | r-release (arm64): commons_0.0.1.tgz, r-oldrel (arm64): commons_0.0.1.tgz, r-release (x86_64): commons_0.0.1.tgz, r-oldrel (x86_64): commons_0.0.1.tgz |
| Old sources: | commons archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=commons to link to this page.