Package: llmflow 3.0.2

llmflow: Reasoning and Acting Workflow for Automated Data Analysis

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.

Authors:Zaoqu Liu [aut, cre]

llmflow_3.0.2.tar.gz
llmflow_3.0.2.zip(r-4.7-any)llmflow_3.0.2.zip(r-4.6-any)llmflow_3.0.2.zip(r-4.5-any)
llmflow_3.0.2.tgz(r-4.6-any)llmflow_3.0.2.tgz(r-4.5-any)
llmflow_3.0.2.tar.gz(r-4.7-any)llmflow_3.0.2.tar.gz(r-4.6-any)
llmflow_3.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
llmflow/json (API)

# Install 'llmflow' in R:
install.packages('llmflow', repos = c('https://zaoqu-liu.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zaoqu-liu/llmflow/issues

On CRAN:

Conda:

2.70 score 1 stars 1 scripts 234 downloads 19 exports 12 dependencies

Last updated from:40b3351f56. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK106
source / vignettesOK251
linux-releaseOK111
macos-releaseOK87
macos-oldrelOK92
windows-develOK60
windows-releaseOK78
windows-oldrelOK61
wasm-releaseOK96

Exports:AutoFlowextract_bash_codeextract_chat_historyextract_codeextract_function_examplesextract_javascript_codeextract_jsonextract_python_codeextract_r_codeextract_sql_codepackage_extraction_promptpackage_function_schemaprompt_from_historyreact_rreact_using_rresponse_as_jsonresponse_to_rretrieve_docssave_code_to_file

Dependencies:callrclicurlgluejsonlitejsonvalidateotelprocessxpsR6RcppV8