LLMRagent 0.8.1
- Fixed archive privacy, pre-execution tool guardrails, per-round budgets, and governed-tool limits; kept only the supported user functions.
- Retrieval-memory embedding operations now pass the agent’s budget and are recorded in the trace as
embedevents; the model call is re-gated after any accounted work earlier in the same turn. -
save_agent()refuses a config carrying a literal API key instead of warning and writing the key to disk. - The
AgentR6 generator is internal; construct agents withagent().
LLMRagent 0.8.0
CRAN release: 2026-07-21
Initial CRAN release.
- Reproducible LLM agents built on ‘LLMR’: personas, native R tools, pluggable memory, and declared call, token, tool, and time budgets.
- Multi-agent conversations over a shared transcript, with turn-taking presets for debates, focus groups, interviews, and deliberations with votes; factorial experiments over those designs run in parallel and return tidy results.
- Provenance throughout: every run converts to one object with utterance, event, call, tool, and state views; a study manifest of content hashes; and a sealed replication archive whose call log reads back through ‘LLMR’.
- Governance: declared tool side effects, guardrails on inputs, outputs, and tool calls, human approval gates that pause and resume, and a governed Model Context Protocol client.
- A small workflow runtime with checkpoint, resume, fork, and hash-verified replay.