NEWS

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llmflow 3.0.2 (2026-01-31)

• Fixed CRAN NOTE: replaced .GlobalEnv with globalenv() function calls

llmflow 3.0.1

Initial CRAN submission.

Features

• AutoFlow(): Complete workflow combining retrieval-augmented generation (RAG) with ReAct execution
• react_r(): ReAct loop implementation with smart history management and context summarization
• response_to_r(): LLM-to-R code generation and execution in isolated sessions
• response_as_json(): Structured JSON output with schema validation
• retrieve_docs(): R function documentation retrieval for RAG workflows

Architecture

• Dual-LLM support for optimized cost and performance
• Error escalation and task degradation strategies
• Intermediate result protection near turn limits
• Session continuity via existing_session parameter

Notes

• Functions extract_package_docs(), extract_function_docs(), extract_docs_from_tarball(), and generate_qa_from_docs() have been moved to the separate llmtools package.