Package: LLMAgentR 0.3.2
Kwadwo Daddy Nyame Owusu Boakye
LLMAgentR: Language Model Agents in R for AI Workflows and Research
Provides modular, graph-based agents powered by large language models (LLMs) for intelligent task execution in R. Supports structured workflows for tasks such as forecasting, data visualization, feature engineering, data wrangling, data cleaning, 'SQL', code generation, weather reporting, and research-driven question answering. Each agent performs iterative reasoning: recommending steps, generating R code, executing, debugging, and explaining results. Includes built-in support for packages such as 'tidymodels', 'modeltime', 'plotly', 'ggplot2', and 'prophet'. Designed for analysts, developers, and teams building intelligent, reproducible AI workflows in R. Compatible with LLM providers such as 'OpenAI', 'Anthropic', 'Groq', and 'Ollama'. Inspired by the Python package 'langagent'.
Authors:
LLMAgentR_0.3.2.tar.gz
LLMAgentR_0.3.2.zip(r-4.7)LLMAgentR_0.3.2.zip(r-4.6)LLMAgentR_0.3.2.zip(r-4.5)
LLMAgentR_0.3.2.tgz(r-4.6-any)LLMAgentR_0.3.2.tgz(r-4.5-any)
LLMAgentR_0.3.2.tar.gz(r-4.7-any)LLMAgentR_0.3.2.tar.gz(r-4.6-any)
LLMAgentR_0.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
LLMAgentR/json (API)
NEWS
| # Install 'LLMAgentR' in R: |
| install.packages('LLMAgentR', repos = c('https://knowusuboaky.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/knowusuboaky/llmagentr/issues
Pkgdown/docs site:https://knowusuboaky.github.io
Last updated from:fe20d91a49. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 307 | ||
| source / vignettes | OK | 257 | ||
| linux-release-x86_64 | OK | 305 | ||
| macos-release-arm64 | OK | 324 | ||
| macos-oldrel-arm64 | OK | 226 | ||
| windows-devel | OK | 271 | ||
| windows-release | OK | 223 | ||
| windows-oldrel | OK | 245 | ||
| wasm-release | OK | 205 |
Exports:as_mermaidbuild_code_agentbuild_custom_agentbuild_custom_multi_agentbuild_data_cleaning_agentbuild_data_wrangling_agentbuild_doc_summarizer_agentbuild_feature_engineering_agentbuild_forecasting_agentbuild_interpreter_agentbuild_researcher_agentbuild_sql_agentbuild_visualization_agentbuild_weather_agentcompile_graphinterruptmake_commandmake_edgemake_nodesave_mermaid_pngStateGraph
Dependencies:abindanytimeaskpassbackportsbase64encBHbigDbitbit64bitopsblobbroombslibcachemcallrcheckmateclassclicliprclockcodetoolscolorspacecommonmarkconflictedcpp11crayoncrosstalkcurldata.tableDBIdescdiagramdialsDiceDesigndigestdistributionaldoParalleldplyrdygraphsevaluateextraDistrfarverfastmapfontawesomeforcatsforeachforecastfracdifffsfurrrfuturefuture.applyGauProgenericsggplot2glmnetglobalsgluegowergridExtragtgtablehardhathighrhmshtmltoolshtmlwidgetshttrinferinlineipredisobanditeratorsjanitorjquerylibjsonlitejuicyjuiceKernSmoothknitrlabelinglaterlatticelavalazyevallbfgslifecyclelistenvlitedownlmtestloolubridatemagrittrmarkdownMASSMatrixmatrixStatsmemoisemimemixoptmodeldatamodelenvmodeltimemodeltime.ensemblemodeltime.resamplenlmennetnumDerivofficeropensslotelpadrparallellyparsnippatchworkpdftoolspillarpkgbuildpkgconfigplotlyposteriorprettyunitsprocessxprodlimprogressprogressrpromisesprophetpspurrrqpdfquadprogquantmodQuickJSRR6raggrappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcppRollreactablereactRreadrrecipesrlangrmarkdownrpartrsampleRSQLiterstanrstantoolsrstudioapiS7sassscalessfdshapeslidersnakecasesparsevctrssplitfngrSQUAREMStanHeadersstringistringrsurvivalsyssystemfontstailortensorAtextshapingtibbletictoctidymodelstidyrtidyselecttimechangetimeDatetimetktinytextseriestsfeaturesTTRtunetzdburcautf8uuidV8vctrsviridisLitevroomwarpwithrworkflowsworkflowsetsxfunxgboostxml2xtsyamlyardstickzipzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Convert a Custom Graph Spec to Mermaid | as_mermaid |
| Build an R Code-Generation Agent | build_code_agent |
| Build a Custom Graph-Based Agent | build_custom_agent |
| Build a Custom Multi-Agent Team (Supervisor Style) | build_custom_multi_agent |
| Build a Data Cleaning Agent | build_data_cleaning_agent |
| Build a Data Wrangling Agent | build_data_wrangling_agent |
| Build a Document Summarizer Agent | build_doc_summarizer_agent |
| Build a Feature Engineering Agent | build_feature_engineering_agent |
| Build a Time Series Forecasting Agent | build_forecasting_agent |
| Build an Interpreter Agent | build_interpreter_agent |
| Build a Web Researcher Agent | build_researcher_agent |
| Build a SQL Agent Graph | build_sql_agent |
| Build Visualization Agent | build_visualization_agent |
| Build a Weather Agent | build_weather_agent |
| Compile a Custom Agent Graph (LangGraph-Style Output) | compile_graph |
| Save Mermaid Diagram as PNG | save_mermaid_png |
| State Graph Utilities for Custom Agents | interrupt make_command make_edge make_node StateGraph state_graph_utils |