rtemis.llm

rtemis.llm-package

rtemis.llm provides functionality to interface with Large Language Models, part of the
<a href="https://www.rtemis.org">rtemis</a> ecosystem. It provides an <code>Agent</code> class with support for
reasoning, structured output, memory management, and tool use. Allows creation of custom
LLM-based workflows and agentic AI systems using a functional user-facing frontend and an S7
backend. Includes <code>llmapply()</code> for quick batch LLM inference. Supports Ollama, OpenAI, and
Anthropic endpoints.

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.

Efstathios D. Gennatas

Large Language Models and Agentic AI

E.D. Gennatas

rtemis.llm-package function

<a href="https://www.rtemis.org">https://www.rtemis.org</a>

Online Documentation and Vignettes

Maintainer: E.D. Gennatas <a href="/link/gennatas%40gmail.com?package=rtemis.llm&version=0.8.1" data-mini-rdoc="rtemis.llm::gennatas@gmail.com">gennatas@gmail.com</a> (<a href="https://orcid.org/0000-0001-9280-3609">ORCID</a>) [copyright holder]

Author

rtemis.llm provides functionality to interface with Large Language Models, part of the
<a href='https://www.rtemis.org'>rtemis</a> ecosystem. It provides an <code>Agent</code> class with support for
reasoning, structured output, memory management, and tool use. Allows creation of custom
LLM-based workflows and agentic AI systems using a functional user-facing frontend and an S7
backend. Includes <code>llmapply()</code> for quick batch LLM inference. Supports Ollama, OpenAI, and
Anthropic endpoints.

rtemis.llm: Agentic AI for the rtemis ecosystem — rtemis.llm-package

<a href='https://www.rtemis.org'>https://www.rtemis.org</a>

Maintainer: E.D. Gennatas <a href='mailto:gennatas@gmail.com'>gennatas@gmail.com</a> (<a href='https://orcid.org/0000-0001-9280-3609'>ORCID</a>) [copyright holder]

rtemis.llm-package: rtemis.llm: Agentic AI for the rtemis ecosystem

Description

Arguments

Online Documentation and Vignettes

Author

See Also