Large Language Models and Agentic AI R package rtemis.llm version 0.8.1 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. Software Depends: R (>= 4.1.0) Imports: cli, data.table, digest, httr2, jsonlite, rtemis.core, S7 Suggests: keyring, testthat (>= 3.0.0), xml2 E.D. Gennatas <gennatas@gmail.com> Comprehensive R Archive Network (CRAN) E.D. Gennatas [aut, cre, cph] (ORCID: <https://orcid.org/0000-0001-9280-3609>) GPL (>= 3) 2026-05-04 application/tgz https://CRAN.R-project.org/package=rtemis.llm doi:10.32614/CRAN.package.rtemis.llm