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Implements large language model agents for answering questions about database tables. Agents combine 'DBI' database connections with table and column metadata from a data dictionary (<https://data-dict.tidyverse.org/>), using registered calculations when applicable and generating database queries otherwise. They can also be embedded in a 'Shiny' application.
| Version: | 0.0.1 |
| Imports: | cli, DBI, ellmer (≥ 0.4.1), jsonlite, knitr, rlang (≥ 1.1.0), roxygen2, S7, utils |
| Suggests: | bsicons, bslib, dbplyr, dplyr, duckdb, rmarkdown, shiny, shinychat, testthat (≥ 3.0.0), withr, yaml |
| Published: | 2026-08-07 |
| DOI: | 10.32614/CRAN.package.commons (may not be active yet) |
| Author: | Simon Couch |
| 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: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | commons results |
| Reference manual: | commons.html , commons.pdf |
| Vignettes: |
Getting started with commons (source, R code) |
| Package source: | commons_0.0.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| 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 |
Please use the canonical form https://CRAN.R-project.org/package=commons to link to this page.
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.