Package: Rbebelm 0.2.0-0.1.0

Rbebelm: 'R' Bindings for 'BebeLM' 'CPU' Inference

Provides experimental 'R' bindings for the pure-Rust 'BebeLM' 'CPU'-only language-model inference library <https://github.com/maximecb/bebelm>. The native layer is structured as runtime-selected Rust backends so portable 'R' binaries can avoid build-host-specific SIMD assumptions while still using optimized backends when available.

Authors:Sounkou Mahamane Toure [aut, cre], Maxime Chevalier-Boisvert [cph], Hiroaki Yutani [cph]

Rbebelm_0.2.0-0.1.0.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
Rbebelm/json (API)
NEWS

# Install 'Rbebelm' in R:
install.packages('Rbebelm', repos = c('https://sounkou-bioinfo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sounkou-bioinfo/rbebelm/issues

Pkgdown/docs site:https://sounkou-bioinfo.github.io

On CRAN:

Conda:

local-llmrustsimdcargo

3.78 score 1 stars 20 scripts 41 exports 0 dependencies

Last updated from:81c19a82cf. Checks:8 OK, 5 NOTE. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK192
linux-devel-x86_64OK182
source / vignettesOK284
linux-release-arm64OK212
linux-release-x86_64OK187
macos-release-arm64OK178
macos-release-x86_64OK473
macos-oldrel-arm64NOTE149
macos-oldrel-x86_64NOTE327
windows-develNOTE209
windows-releaseNOTE195
windows-oldrelNOTE265
wasm-releaseOK157

Exports:bebel_agentbebel_agent_configurebebel_agent_generatebebel_agent_infobebel_agent_runbebel_agent_toolbebel_agent_tool_catalogbebel_appendbebel_append_systembebel_append_tokensbebel_append_tool_resultbebel_append_userbebel_assistant_turnbebel_chatbebel_clearbebel_console_eventbebel_default_r_toolsbebel_detokenizebebel_event_handlerbebel_event_typesbebel_generatebebel_historybebel_live_consolebebel_model_loadbebel_parse_tool_callbebel_r_agentbebel_r_agent_clearbebel_r_agent_consolebebel_r_agent_rpc_serverbebel_r_agent_startbebel_r_agent_turnbebel_token_idsbebel_tokenizebebel_toolbebel_transcriptBebelAgentBebelModelrbebelm_backend_featuresrbebelm_backend_inforbebelm_cpuid_inforbebelm_set_backend

Dependencies:

Agents and tools

Rendered fromagents-and-tools.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-06

Backends and webR

Rendered frombackend-and-webr.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-06

Events and adapters

Rendered fromevents-and-adapters.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-06

Getting started

Rendered fromgetting-started.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-06

Model evaluation with vitals

Rendered frommodel-claims-benchmark.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-07

R-native agent layer

Rendered fromr-native-agent-layer.Rmdusingknitr::rmarkdownon Jun 07 2026.

Last update: 2026-06-07
Started: 2026-06-07

Readme and manuals

Help Manual

Help pageTopics
Create a persistent BebeLM agentbebel_agent
Configure a BebeLM agentbebel_agent_configure
Generate a raw continuation from a BebeLM agent transcriptbebel_agent_generate
Inspect a BebeLM agentbebel_agent_info
Run a BebeLM agent with R tool dispatchbebel_agent_run
Create an Rbebelm agent tool specificationbebel_agent_tool
Describe an Rbebelm agent tool catalogbebel_agent_tool_catalog
Append raw text to a BebeLM agent transcriptbebel_append
Append a ChatML system turn to a BebeLM agent transcriptbebel_append_system
Append token ids to a BebeLM agent transcriptbebel_append_tokens
Append a ChatML tool result turn to a BebeLM agent transcriptbebel_append_tool_result
Append a ChatML user turn to a BebeLM agent transcriptbebel_append_user
Generate and close an assistant ChatML turn from a BebeLM agentbebel_assistant_turn
Generate a single ChatML assistant replybebel_chat
Clear a BebeLM agent transcript and cachesbebel_clear
Console event handler for generated text and thinkingbebel_console_event
Built-in R session tools for the Rbebelm agent layerbebel_default_r_tools
Decode BebeLM token idsbebel_detokenize
Build a BebeLM generation event handlerbebel_event_handler
Return BebeLM stream event types.bebel_event_types
Generate a raw continuation from a promptbebel_generate
Return a BebeLM agent token transcriptbebel_history
Live terminal console for BebeLM chatsbebel_live_console
Load a BebeLM GGUF modelbebel_model_load
Parse a BebeLM tool call blockbebel_parse_tool_call
Create an R-native Rbebelm agent sessionbebel_r_agent
Clear an Rbebelm R agent sessionbebel_r_agent_clear
Start an interactive Rbebelm console agentbebel_r_agent_console
Serve an Rbebelm R agent over JSON-RPCbebel_r_agent_rpc_server
Launch an R-native Rbebelm console from weightsbebel_r_agent_start
Run one user turn through an Rbebelm R agentbebel_r_agent_turn
Return BebeLM tokenizer special token ids.bebel_token_ids
Tokenize text with a BebeLM model tokenizerbebel_tokenize
Define a BebeLM R toolbebel_tool
Decode a BebeLM agent transcriptbebel_transcript
Persistent BebeLM conversation agent with transcript and decode caches.BebelAgent
Loaded BebeLM GGUF model.BebelModel
Print a BebeLM generation resultprint.bebelGeneration
Return feature information reported by the loaded Rust backend.rbebelm_backend_features
Inspect Rbebelm backend dispatch staterbebelm_backend_info
Inspect CPU SIMD support used by backend dispatchrbebelm_cpuid_info
Select the Rbebelm native backendrbebelm_set_backend