{
  "_id": "6a1f2ddeb401979e734268c9",
  "Package": "LLMAgentR",
  "Type": "Package",
  "Title": "Language Model Agents in R for AI Workflows and Research",
  "Version": "0.3.2",
  "Authors@R": "person(given = \"Kwadwo Daddy Nyame\",\nfamily = \"Owusu Boakye\",\nemail = \"kwadwo.owusuboakye@outlook.com\",\nrole = c(\"aut\", \"cre\"))",
  "Maintainer": "Kwadwo Daddy Nyame Owusu Boakye\n<kwadwo.owusuboakye@outlook.com>",
  "Description": "Provides modular, graph-based agents powered by large\nlanguage models (LLMs) for intelligent task execution in R.\nSupports structured workflows for tasks such as forecasting,\ndata visualization, feature engineering, data wrangling, data\ncleaning, 'SQL', code generation, weather reporting, and\nresearch-driven question answering. Each agent performs\niterative reasoning: recommending steps, generating R code,\nexecuting, debugging, and explaining results. Includes built-in\nsupport for packages such as 'tidymodels', 'modeltime',\n'plotly', 'ggplot2', and 'prophet'. Designed for analysts,\ndevelopers, and teams building intelligent, reproducible AI\nworkflows in R. Compatible with LLM providers such as 'OpenAI',\n'Anthropic', 'Groq', and 'Ollama'. Inspired by the Python\npackage 'langagent'.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "URL": "https://github.com/knowusuboaky/LLMAgentR,\nhttps://knowusuboaky.github.io/LLMAgentR/",
  "BugReports": "https://github.com/knowusuboaky/LLMAgentR/issues",
  "Config/pak/sysreqs": "cmake libfontconfig1-dev libfreetype6-dev\nlibfribidi-dev make libharfbuzz-dev libicu-dev libjpeg-dev\nlibpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev\nlibssl-dev libpoppler-cpp-dev poppler-data libnode-dev\nlibx11-dev",
  "Repository": "https://knowusuboaky.r-universe.dev",
  "Date/Publication": "2026-02-14 19:55:00 UTC",
  "RemoteUrl": "https://github.com/knowusuboaky/llmagentr",
  "RemoteRef": "HEAD",
  "RemoteSha": "fe20d91a4933f54e89150822857fccceceb848d9",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 09:40:27 UTC",
    "User": "root"
  },
  "Author": "Kwadwo Daddy Nyame Owusu Boakye [aut, cre]",
  "MD5sum": "3d8b3bbc07013acf6018a98b4ca0a93b",
  "_user": "knowusuboaky",
  "_type": "src",
  "_file": "LLMAgentR_0.3.2.tar.gz",
  "_fileid": "c4772627109a81cd0d34dbd5a3ad11fcd4a64d61cd25c24d6fb1f12e16defad1",
  "_filesize": 1617730,
  "_sha256": "c4772627109a81cd0d34dbd5a3ad11fcd4a64d61cd25c24d6fb1f12e16defad1",
  "_created": "2026-05-15T09:40:27.000Z",
  "_published": "2026-06-02T19:24:14.752Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79153495303,
      "time": 307,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7014355660"
    },
    {
      "job": 79153496244,
      "time": 305,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7014355281"
    },
    {
      "job": 79153495825,
      "time": 226,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7014324368"
    },
    {
      "job": 79153494925,
      "time": 324,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7014346965"
    },
    {
      "job": 79153494729,
      "time": 257,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7014267221"
    },
    {
      "job": 79153494482,
      "time": 205,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7367664418"
    },
    {
      "job": 79153495380,
      "time": 271,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7014346073"
    },
    {
      "job": 79153495271,
      "time": 245,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7014338172"
    },
    {
      "job": 79153495218,
      "time": 223,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7014332011"
    }
  ],
  "_buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/knowusuboaky/llmagentr",
  "_commit": {
    "id": "fe20d91a4933f54e89150822857fccceceb848d9",
    "author": "knowusuboaky <knowusuboaky@mun.ca>",
    "committer": "knowusuboaky <knowusuboaky@mun.ca>",
    "message": "v0.3.2: Reduce tarball size and fix CRAN notes\n\n- Bump version to 0.3.2\n- Fix URL trailing slash in README (301 redirect)\n- Remove VignetteBuilder (vignettes excluded from build)\n- Exclude test-data folder from tarball (24MB -> 1.4MB)\n- Exclude inst/assets and pkgdown from build\n",
    "time": 1771098900
  },
  "_maintainer": {
    "name": "Kwadwo Daddy Nyame Owusu Boakye",
    "email": "kwadwo.owusuboakye@outlook.com"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "plotly",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "DBI",
      "role": "Imports"
    },
    {
      "package": "RSQLite",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "glue",
      "role": "Imports"
    },
    {
      "package": "httr",
      "role": "Imports"
    },
    {
      "package": "officer",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "timetk",
      "role": "Imports"
    },
    {
      "package": "pdftools",
      "role": "Imports"
    },
    {
      "package": "parsnip",
      "role": "Imports"
    },
    {
      "package": "recipes",
      "role": "Imports"
    },
    {
      "package": "workflows",
      "role": "Imports"
    },
    {
      "package": "rsample",
      "role": "Imports"
    },
    {
      "package": "modeltime.ensemble",
      "role": "Imports"
    },
    {
      "package": "modeltime",
      "role": "Imports"
    },
    {
      "package": "xml2",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "roxygen2",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "jsonlite",
      "role": "Suggests"
    },
    {
      "package": "magrittr",
      "role": "Suggests"
    },
    {
      "package": "rlang",
      "role": "Suggests"
    },
    {
      "package": "tidyr",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "usethis",
      "role": "Suggests"
    },
    {
      "package": "prophet",
      "role": "Suggests"
    },
    {
      "package": "forcats",
      "role": "Suggests"
    },
    {
      "package": "kernlab",
      "role": "Suggests"
    },
    {
      "package": "xgboost",
      "role": "Suggests"
    },
    {
      "package": "xfun",
      "role": "Suggests"
    },
    {
      "package": "modeltime.resample",
      "role": "Suggests"
    },
    {
      "package": "tidymodels",
      "role": "Suggests"
    },
    {
      "package": "tibble",
      "role": "Suggests"
    },
    {
      "package": "lubridate",
      "role": "Suggests"
    },
    {
      "package": "methods",
      "role": "Suggests"
    },
    {
      "package": "tesseract",
      "role": "Suggests"
    },
    {
      "package": "rvest",
      "role": "Suggests"
    },
    {
      "package": "fastDummies",
      "role": "Suggests"
    },
    {
      "package": "stringr",
      "role": "Suggests"
    }
  ],
  "_owner": "knowusuboaky",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-21",
      "n": 4
    },
    {
      "week": "2026-07",
      "n": 10
    }
  ],
  "_tags": [],
  "_stars": 19,
  "_contributors": [
    {
      "user": "knowusuboaky",
      "count": 38,
      "uuid": 64245732
    }
  ],
  "_userbio": {
    "uuid": 64245732,
    "type": "user",
    "name": "knowusuboaky"
  },
  "_downloads": {
    "count": 240,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/LLMAgentR"
  },
  "_devurl": "https://github.com/knowusuboaky/llmagentr",
  "_pkgdown": "https://knowusuboaky.github.io/LLMAgentR/",
  "_searchresults": 18,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/LLMAgentR.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/knowusuboaky/llmagentr",
  "_realowner": "knowusuboaky",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2025-04-28"
    },
    {
      "version": "0.2.2",
      "date": "2025-04-29"
    },
    {
      "version": "0.3.0",
      "date": "2025-05-20"
    },
    {
      "version": "0.3.2",
      "date": "2026-02-16"
    }
  ],
  "_exports": [
    "as_mermaid",
    "build_code_agent",
    "build_custom_agent",
    "build_custom_multi_agent",
    "build_data_cleaning_agent",
    "build_data_wrangling_agent",
    "build_doc_summarizer_agent",
    "build_feature_engineering_agent",
    "build_forecasting_agent",
    "build_interpreter_agent",
    "build_researcher_agent",
    "build_sql_agent",
    "build_visualization_agent",
    "build_weather_agent",
    "compile_graph",
    "interrupt",
    "make_command",
    "make_edge",
    "make_node",
    "save_mermaid_png",
    "StateGraph"
  ],
  "_help": [
    {
      "page": "as_mermaid",
      "title": "Convert a Custom Graph Spec to Mermaid",
      "topics": [
        "as_mermaid"
      ]
    },
    {
      "page": "build_code_agent",
      "title": "Build an R Code-Generation Agent",
      "topics": [
        "build_code_agent"
      ]
    },
    {
      "page": "build_custom_agent",
      "title": "Build a Custom Graph-Based Agent",
      "topics": [
        "build_custom_agent"
      ]
    },
    {
      "page": "build_custom_multi_agent",
      "title": "Build a Custom Multi-Agent Team (Supervisor Style)",
      "topics": [
        "build_custom_multi_agent"
      ]
    },
    {
      "page": "build_data_cleaning_agent",
      "title": "Build a Data Cleaning Agent",
      "topics": [
        "build_data_cleaning_agent"
      ]
    },
    {
      "page": "build_data_wrangling_agent",
      "title": "Build a Data Wrangling Agent",
      "topics": [
        "build_data_wrangling_agent"
      ]
    },
    {
      "page": "build_doc_summarizer_agent",
      "title": "Build a Document Summarizer Agent",
      "topics": [
        "build_doc_summarizer_agent"
      ]
    },
    {
      "page": "build_feature_engineering_agent",
      "title": "Build a Feature Engineering Agent",
      "topics": [
        "build_feature_engineering_agent"
      ]
    },
    {
      "page": "build_forecasting_agent",
      "title": "Build a Time Series Forecasting Agent",
      "topics": [
        "build_forecasting_agent"
      ]
    },
    {
      "page": "build_interpreter_agent",
      "title": "Build an Interpreter Agent",
      "topics": [
        "build_interpreter_agent"
      ]
    },
    {
      "page": "build_researcher_agent",
      "title": "Build a Web Researcher Agent",
      "topics": [
        "build_researcher_agent"
      ]
    },
    {
      "page": "build_sql_agent",
      "title": "Build a SQL Agent Graph",
      "topics": [
        "build_sql_agent"
      ]
    },
    {
      "page": "build_visualization_agent",
      "title": "Build Visualization Agent",
      "topics": [
        "build_visualization_agent"
      ]
    },
    {
      "page": "build_weather_agent",
      "title": "Build a Weather Agent",
      "topics": [
        "build_weather_agent"
      ]
    },
    {
      "page": "compile_graph",
      "title": "Compile a Custom Agent Graph (LangGraph-Style Output)",
      "topics": [
        "compile_graph"
      ]
    },
    {
      "page": "save_mermaid_png",
      "title": "Save Mermaid Diagram as PNG",
      "topics": [
        "save_mermaid_png"
      ]
    },
    {
      "page": "state_graph_utils",
      "title": "State Graph Utilities for Custom Agents",
      "topics": [
        "interrupt",
        "make_command",
        "make_edge",
        "make_node",
        "StateGraph",
        "state_graph_utils"
      ]
    }
  ],
  "_readme": "https://github.com/knowusuboaky/llmagentr/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "anytime",
    "askpass",
    "backports",
    "base64enc",
    "BH",
    "bigD",
    "bit",
    "bit64",
    "bitops",
    "blob",
    "broom",
    "bslib",
    "cachem",
    "callr",
    "checkmate",
    "class",
    "cli",
    "clipr",
    "clock",
    "codetools",
    "colorspace",
    "commonmark",
    "conflicted",
    "cpp11",
    "crayon",
    "crosstalk",
    "curl",
    "data.table",
    "DBI",
    "desc",
    "diagram",
    "dials",
    "DiceDesign",
    "digest",
    "distributional",
    "doParallel",
    "dplyr",
    "dygraphs",
    "evaluate",
    "extraDistr",
    "farver",
    "fastmap",
    "fontawesome",
    "forcats",
    "foreach",
    "forecast",
    "fracdiff",
    "fs",
    "furrr",
    "future",
    "future.apply",
    "GauPro",
    "generics",
    "ggplot2",
    "glmnet",
    "globals",
    "glue",
    "gower",
    "gridExtra",
    "gt",
    "gtable",
    "hardhat",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "httr",
    "infer",
    "inline",
    "ipred",
    "isoband",
    "iterators",
    "janitor",
    "jquerylib",
    "jsonlite",
    "juicyjuice",
    "KernSmooth",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lava",
    "lazyeval",
    "lbfgs",
    "lifecycle",
    "listenv",
    "litedown",
    "lmtest",
    "loo",
    "lubridate",
    "magrittr",
    "markdown",
    "MASS",
    "Matrix",
    "matrixStats",
    "memoise",
    "mime",
    "mixopt",
    "modeldata",
    "modelenv",
    "modeltime",
    "modeltime.ensemble",
    "modeltime.resample",
    "nlme",
    "nnet",
    "numDeriv",
    "officer",
    "openssl",
    "otel",
    "padr",
    "parallelly",
    "parsnip",
    "patchwork",
    "pdftools",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "plotly",
    "posterior",
    "prettyunits",
    "processx",
    "prodlim",
    "progress",
    "progressr",
    "promises",
    "prophet",
    "ps",
    "purrr",
    "qpdf",
    "quadprog",
    "quantmod",
    "QuickJSR",
    "R6",
    "ragg",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "RcppRoll",
    "reactable",
    "reactR",
    "readr",
    "recipes",
    "rlang",
    "rmarkdown",
    "rpart",
    "rsample",
    "RSQLite",
    "rstan",
    "rstantools",
    "rstudioapi",
    "S7",
    "sass",
    "scales",
    "sfd",
    "shape",
    "slider",
    "snakecase",
    "sparsevctrs",
    "splitfngr",
    "SQUAREM",
    "StanHeaders",
    "stringi",
    "stringr",
    "survival",
    "sys",
    "systemfonts",
    "tailor",
    "tensorA",
    "textshaping",
    "tibble",
    "tictoc",
    "tidymodels",
    "tidyr",
    "tidyselect",
    "timechange",
    "timeDate",
    "timetk",
    "tinytex",
    "tseries",
    "tsfeatures",
    "TTR",
    "tune",
    "tzdb",
    "urca",
    "utf8",
    "uuid",
    "V8",
    "vctrs",
    "viridisLite",
    "vroom",
    "warp",
    "withr",
    "workflows",
    "workflowsets",
    "xfun",
    "xgboost",
    "xml2",
    "xts",
    "yaml",
    "yardstick",
    "zip",
    "zoo"
  ],
  "_score": 4.534026106056135,
  "_indexed": true,
  "_nocasepkg": "llmagentr",
  "_universes": [
    "knowusuboaky"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.2",
      "date": "2026-05-15T09:44:06.000Z",
      "distro": "noble",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "dca14f7b301ba2d0cdd4582cc9bac7cbc73650ec199b83ed208f9b2de34fd646",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3.2",
      "date": "2026-05-15T09:44:03.000Z",
      "distro": "noble",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "f163d217d477b2a6e23efe7b24b0bec1e9b2a6bd82f9d6f57190b5657b21b374",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.2",
      "date": "2026-05-15T09:42:47.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "2135a4a651b72dbc331c5232a3ada7537caf52288efe24fdeae15ffbe6e8705b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.3.2",
      "date": "2026-05-15T09:43:25.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "1b443a212e26ac589abb48dc0c4f292880f2b54b10ad782398fa7a4cfced1108",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3.2",
      "date": "2026-05-15T09:43:19.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "9d331bfdc2a3567e755d8fcbd8d51998b8c97de0247020e738c07c6b7f25cd8a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3.2",
      "date": "2026-05-15T09:43:09.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "662fa0e006757881b0d12014056c4432db6a9c349b02772e873b6833d4a737f8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.3.2",
      "date": "2026-05-15T09:42:28.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "aea3cc65bf3a9f0361693b31022ce7ee3b2a234a28eec65718b9b1571f36c301",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3.2",
      "date": "2026-06-02T19:23:52.000Z",
      "commit": "fe20d91a4933f54e89150822857fccceceb848d9",
      "fileid": "21b23a28341ee71a45ba893e7f66f15d834961093fc5ab136fa65e3072718153",
      "status": "success",
      "buildurl": "https://github.com/r-universe/knowusuboaky/actions/runs/25910927577"
    }
  ]
}