call_llm_par_structured

Enables structured output on each config (if not already set), runs, then parses JSON.

Provides a unified interface to large language models across multiple
providers. Supports text generation, structured output with optional JSON
Schema validation, and embeddings. Includes tidyverse-friendly helpers,
chat session, consistent error handling, and parallel batch tools.

Ali Sanaei

LLMR

Interface for Large Language Model APIs in R

call_llm_par_structured function

<dl><dt>experiments</dt>
<dd>Tibble with <code>config</code> and <code>messages</code> list-columns.</dd>
<dt>schema</dt>
<dd>Optional JSON Schema list.</dd>
<dt>.fields</dt>
<dd>Optional fields to hoist from parsed JSON (supports nested paths).</dd>
<dt>...</dt>
<dd>Passed to <code>call_llm_par()</code>.</dd></dl>

Arguments

Parallel experiments with structured parsing — call_llm_par_structured

<dl>

<dt>experiments</dt>
<dd>Tibble with <code>config</code> and <code>messages</code> list-columns.</dd>


<dt>schema</dt>
<dd>Optional JSON Schema list.</dd>


<dt>.fields</dt>
<dd>Optional fields to hoist from parsed JSON (supports nested paths).</dd>


<dt>...</dt>
<dd>Passed to <code>call_llm_par()</code>.</dd>

</dl>

call_llm_par_structured: Parallel experiments with structured parsing

Description

Usage

Arguments