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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 |
| 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: commons_0.0.1.zip, r-oldrel: commons_0.0.1.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 |
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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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