extract_json

This function extracts JSON blocks from a string and parses them using `jsonlite::fromJSON()`.
This can be used to extract all JSONs from LLM responses, immediately converting
them to R objects.

Provides a framework for integrating Large Language Models (LLMs) with R programming through workflow automation. Built on the ReAct (Reasoning and Acting) architecture, enables bi-directional communication between LLMs and R environments. Features include automated code generation and execution, intelligent error handling with retry mechanisms, persistent session management, structured JSON output validation, and context-aware conversation management.

Zaoqu Liu

llmflow

Reasoning and Acting Workflow for Automated Data Analysis

extract_json function

<dl><dt>llm_response</dt>
<dd>A character string</dd></dl>

Arguments

Extract and parse JSONs from a string (LLM response) — extract_json

<dl>

<dt>llm_response</dt>
<dd>A character string</dd>

</dl>

extract_json: Extract and parse JSONs from a string (LLM response)

Description

Usage

Value

Arguments

Details