Reasoning and Acting Workflow for Automated Data Analysis

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Documentation for package ‘llmflow’ version 3.0.2

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

AutoFlow	AutoFlow - Automated R Analysis Workflow with LLM
extract_bash_code	Extract Bash/Shell code from a string
extract_chat_history	Extract chat history from ellmer chat object
extract_code	Generic function to extract code of any specified language
extract_function_examples	Extract Examples from a Package Function
extract_javascript_code	Extract JavaScript code from a string
extract_json	Extract and parse JSONs from a string (LLM response)
extract_python_code	Extract Python code from a string
extract_r_code	Extract R code from a string
extract_sql_code	Extract SQL code from a string
package_extraction_prompt	Generate Function Extraction Prompt for LLM Analysis
package_function_schema	Create JSON Schema for Package Function Validation
prompt_from_history	Build prompt from chat history
react_r	Simplified interface - Enhanced react_r
react_using_r	ReAct (Reasoning and Acting) using R code execution - Optimized Version
response_as_json	Get JSON response from LLM with validation and retry
response_to_r	Response to R code generation and execution with session continuity
retrieve_docs	Retrieve and Format R Function Documentation for LLM Consumption
save_code_to_file	Save extracted code to file