rtemis.llm

0.8.1

Large Language Models and Agentic AI

0packages depend

523downloads / year

35.0%test coverage

13/13checks pass

Overview

About

Maintained by E.D. GennatasFirst published 2026-05-041 releasesCRAN page ↗GitHub ↗

Unified interface for creating LLM and Agent objects, generating responses and performing batch inference based on a type-checked and validated 'S7' backend. Features reasoning, structured output, memory management, and tool use. Supports 'Ollama' https://docs.ollama.com/api, 'OpenAI'-compatible https://developers.openai.com/api/reference/overview, and 'Anthropic'-compatible https://platform.claude.com/docs/en/api/getting-started endpoints.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rtemis.llm", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("rtemis-org/llm")

Development version from rtemis-org/llm. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rtemis.llm

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rtemis.llm

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rtemis.llm

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.26

35.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-05
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 129 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 96%
References docs: 0%

Downloads

523

CRAN downloads in the past year

Rank #22,536 · ~1/day · ~44/mo

Releases R versions

Daily download trend is not available in this view yet.

17130 days

52390 days

5231 year

Compare downloads with other packages →

Also on13 r2u2 autocran

Repository

GitHub ↗ rtemis-org/llm

2Stars

0Forks

0Open issues

0Open PRs

0Releases

381Commits

1Contributors

381 commits · Last activity 2026-07-03 · 0% stars, 30d

Stars over time

2026-04-21 · 12026-07-07 · 2

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/rtemis-org/llm on 2026-07-19.

Continuous integration (1)

GitHub Actions

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (7)

cli data.table digest httr2 jsonlite rtemis.core S7

LinkingTo (0)

none

Suggests (3)

keyring testthat xml2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 10,390 (88%)Rd 1,433 (12%)

Code characteristics

Object systems

S31S725

Cyclomatic complexity: 2.0 median / 20 max
Test cases: 109 / 0.26 per code line

Test coverage

Line coverage

35%

Expression

38.4%

Tests / Examples

35.0% / 12% ex

Functions

168 24 exported

Complexity

3.3 avg / 20 max

Call network

168 nodes / 114 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

168 functions

Function	Cyclo	Coverage
agentapply exp	6	0%
anthropic_check_model exp	2	0%
anthropic_list_models exp	5	0%
available_tools exp	3	0%
config_Ollama exp	1	0%
create_Ollama exp	1	0%

People & History

People (1)

Maintainer (1)

E.D. Gennatas

Author, Maintainer, Copyright holder

Authors (1)

E.D. Gennatas

Author, Maintainer, Copyright holder

E.D. Gennatas

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.8.1Latest
2026-05-04 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-04
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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