build_agentic_prompt

Constructs a prompt instructing the LLM to propose multiple anonymization
strategies using structured tool calls. Each strategy is a sequence of
sdcMicro operations (groupAndRename, microaggregation, etc.).
localSuppression is applied automatically and should NOT be included.

internal

Data from statistical agencies and other institutions are mostly
confidential. This package, introduced in Templ, Kowarik and Meindl (2017) <doi:10.18637/jss.v067.i04>, can be used for the generation of anonymized
(micro)data, i.e. for the creation of public- and scientific-use files.
The theoretical basis for the methods implemented can be found in Templ (2017) <doi:10.1007/978-3-319-50272-4>.
Various risk estimation and anonymization methods are included. Note that the package
includes a graphical user interface published in Meindl and Templ (2019) <doi:10.3390/a12090191> that allows to use various methods of this
package.

Matthias Templ

sdcMicro

Statistical Disclosure Control Methods for Anonymization of Data
and Risk Estimation

Bernhard Meindl

Alexander Kowarik

Johannes Gussenbauer

Organisation For Economic Co-Operation And Development 

Statistics Netherlands 

Pascal Heus 

build_agentic_prompt function

<dl><dt>summary_info</dt>
<dd>List from <code>summarize_sdcObj_structure()</code>.</dd>
<dt>k</dt>
<dd>Desired k-anonymity level.</dd>
<dt>n_strategies</dt>
<dd>Number of strategies to propose (default 3).</dd>
<dt>tool_schemas</dt>
<dd>List from <code>get_tool_schemas()</code> (used for text fallback).</dd></dl>

Arguments

Build prompt for agentic batch strategy generation — build_agentic_prompt

<dl>

<dt>summary_info</dt>
<dd>List from <code>summarize_sdcObj_structure()</code>.</dd>


<dt>k</dt>
<dd>Desired k-anonymity level.</dd>


<dt>n_strategies</dt>
<dd>Number of strategies to propose (default 3).</dd>


<dt>tool_schemas</dt>
<dd>List from <code>get_tool_schemas()</code> (used for text fallback).</dd>

</dl>

build_agentic_prompt: Build prompt for agentic batch strategy generation

Description

Usage

Value

Arguments