llm_parse_structured

Robustly parses an LLM's structured output (JSON). Works on character scalars
or an llmr_response. Strips code fences first, then tries strict parsing,
then attempts to extract the largest balanced {...} or [...].

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

llm_parse_structured function

<dl><dt>x</dt>
<dd>Character or llmr_response.</dd>
<dt>strict_only</dt>
<dd>If TRUE, do not attempt recovery via substring extraction.</dd>
<dt>simplify</dt>
<dd>Logical passed to jsonlite::fromJSON (<code>simplifyVector = FALSE</code> when FALSE).</dd></dl>

Arguments

Parse structured output emitted by an LLM — llm_parse_structured

<dl>

<dt>x</dt>
<dd>Character or llmr_response.</dd>


<dt>strict_only</dt>
<dd>If TRUE, do not attempt recovery via substring extraction.</dd>


<dt>simplify</dt>
<dd>Logical passed to jsonlite::fromJSON (<code>simplifyVector = FALSE</code> when FALSE).</dd>

</dl>

llm_parse_structured: Parse structured output emitted by an LLM

Description

Usage

Value

Arguments

Details