commons-package

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 (<a href="https://data-dict.tidyverse.org/">https://data-dict.tidyverse.org/</a>), using registered calculations when applicable and generating database queries otherwise. They can also be embedded in a 'Shiny' application.

internal

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.

Simon Couch

commons

AI Agents for Data Analysis

Sara Altman

Garrick Aden-Buie

Carson Sievert

Posit Software, PBC 

commons-package function

Maintainer: Simon Couch <a href="/link/simon.couch%40posit.co?package=commons&version=0.0.1" data-mini-rdoc="commons::simon.couch@posit.co">simon.couch@posit.co</a> (<a href="https://orcid.org/0000-0001-5676-5107">ORCID</a>)
Authors:<ul>
<li>Simon Couch <a href="/link/simon.couch%40posit.co?package=commons&version=0.0.1" data-mini-rdoc="commons::simon.couch@posit.co">simon.couch@posit.co</a> (<a href="https://orcid.org/0000-0001-5676-5107">ORCID</a>)</li>
<li>Sara Altman <a href="/link/sara.altman%40posit.co?package=commons&version=0.0.1" data-mini-rdoc="commons::sara.altman@posit.co">sara.altman@posit.co</a></li>
</ul>Other contributors:<ul>
<li>Garrick Aden-Buie <a href="/link/garrick%40posit.co?package=commons&version=0.0.1" data-mini-rdoc="commons::garrick@posit.co">garrick@posit.co</a> (<a href="https://orcid.org/0000-0002-7111-0077">ORCID</a>) [contributor]</li>
<li>Carson Sievert <a href="/link/carson%40posit.co?package=commons&version=0.0.1" data-mini-rdoc="commons::carson@posit.co">carson@posit.co</a> (<a href="https://orcid.org/0000-0002-4958-2844">ORCID</a>) [contributor]</li>
<li>Posit Software, PBC (<a href="https://ror.org/03wc8by49">ROR</a>) [copyright holder, funder]</li>
</ul>

Author

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 (<a href='https://data-dict.tidyverse.org/'>https://data-dict.tidyverse.org/</a>), using registered calculations when applicable and generating database queries otherwise. They can also be embedded in a 'Shiny' application.

commons: Agents for Data Analysis — commons-package

Maintainer: Simon Couch <a href='mailto:simon.couch@posit.co'>simon.couch@posit.co</a> (<a href='https://orcid.org/0000-0001-5676-5107'>ORCID</a>)
Authors:<ul>
<li>Simon Couch <a href='mailto:simon.couch@posit.co'>simon.couch@posit.co</a> (<a href='https://orcid.org/0000-0001-5676-5107'>ORCID</a>)</li>
<li>Sara Altman <a href='mailto:sara.altman@posit.co'>sara.altman@posit.co</a></li>
</ul>

Other contributors:<ul>
<li>Garrick Aden-Buie <a href='mailto:garrick@posit.co'>garrick@posit.co</a> (<a href='https://orcid.org/0000-0002-7111-0077'>ORCID</a>) [contributor]</li>
<li>Carson Sievert <a href='mailto:carson@posit.co'>carson@posit.co</a> (<a href='https://orcid.org/0000-0002-4958-2844'>ORCID</a>) [contributor]</li>
<li>Posit Software, PBC (<a href='https://ror.org/03wc8by49'>ROR</a>) [copyright holder, funder]</li>
</ul>

commons-package: commons: Agents for Data Analysis

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