Large Language Models and Agentic AI

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Documentation for package ‘rtemis.llm’ version 0.8.7

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

rtemis.llm-package	'rtemis.llm': Agentic AI for the rtemis ecosystem
agentapply	Apply an Agent over a vector of prompts
anthropic_check_model	Check Anthropic Model Is Available
anthropic_list_models	List Anthropic (Anthropic) Models
apple_check_available	Check the Apple Foundation Model Is Available
apple_health	Read the rtemis-afm Bridge's Health
as.list.Message	Convert Message to List
as_list	Convert to R list
available_tools	Print built-in tools available for use by agents
config_Anthropic	Create a AnthropicConfig Object
config_Apple	Create an Apple Foundation Models Config Object
config_Ollama	Create an OllamaConfig Object
config_OpenAI	Create an OpenAI-compatible Config Object
create_agent	Create a rtemis.llm Agent
create_Anthropic	Create a Anthropic LLM Object
create_Apple	Create an Apple Foundation Models LLM Object
create_custom_tool	create_custom_tool
create_Ollama	Create an Ollama Object
create_OpenAI	Create an OpenAI-compatible LLM Object
create_tool	create_tool
field	Define a schema field
generate	Generate Method
llmapply	Apply an LLM over a vector of prompts
logprobs	Extract token log probabilities from a Message or list of Messages
map	Map
ollama_check_model	Check Ollama Model is Available
ollama_get_model_info	Get Ollama Model Info
ollama_list_models	List Ollama Models
openai_check_model	Check OpenAI-compatible Model Is Available
openai_list_models	List OpenAI-compatible Models
reasoning	Extract reasoning trace(s) from a Message or list of Messages
responses	Extract response(s) from a Message or list of Messages
rtemis.llm	'rtemis.llm': Agentic AI for the rtemis ecosystem
schema	Define output schema for LLM responses
token_probs	Probability of specific tokens at one position
tools	Built-in Agent Tools
tool_arxiv	Built-in Agent Tools
tool_datetime	Built-in Agent Tools
tool_duckduckgo_ia	Built-in Agent Tools
tool_param	tool_param
tool_semanticscholar	Built-in Agent Tools
tool_wikipedia	Built-in Agent Tools
validate_output	Validate saved structured responses
validation_results	Retrieve an attached validation report