Package: Rbebelm
Title: Native 'BebeLM', 'EmbeddingGemma', and 'ColBERT' CPU Backends
        for R
Version: 0.3.6-0.1.0
Authors@R: c(
    person(given = "Sounkou Mahamane", family = "Toure",
           email = "sounkoutoure@gmail.com", role = c("aut", "cre")),
    person("Maxime", "Chevalier-Boisvert", role = "cph",
           comment = "BebeLM upstream"),
    person("Hiroaki", "Yutani", role = "cph",
           comment = "savvy R/Rust interface"),
    person("llama.cpp contributors", role = c("ctb", "cph"),
           comment = "MIT-licensed tokenizer and EmbeddingGemma reference semantics")
  )
Description: Provides focused R interfaces to the pure-Rust 'BebeLM'
        CPU inference library <https://github.com/maximecb/bebelm> and
        a native pure-Rust implementation of the retrieval-trained
        'EmbeddingGemma' encoder
        <https://ai.google.dev/gemma/docs/embeddinggemma>, and a native
        profile for LiquidAI's retrieval-trained LFM2.5-'ColBERT' GGUF
        encoder. The package exposes GGUF model loading, tokenizer
        access, semantic text embeddings, late-interaction token
        vectors and MaxSim scoring, streaming generation events,
        persistent conversation agents, 'BebeLM' tool-call parsing, R
        tool dispatch, and Rust-thread async generation jobs. Loaded
        agents share model weights in process through Rust
        reference-counted handles, and GGUF files are mapped read-only
        so repeated loads of the same file can share physical pages
        through the operating-system page cache. Native libraries are
        built as runtime-selected CPU backends so portable R binaries
        can use scalar code by default and optimized SIMD backends when
        available.
License: GPL (>= 3)
URL: https://github.com/sounkou-bioinfo/Rbebelm,
        https://sounkou-bioinfo.github.io/Rbebelm
BugReports: https://github.com/sounkou-bioinfo/Rbebelm/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
SystemRequirements: Rust toolchain with cargo (>= 1.85), GNU make
Imports: S7, yyjsonr
Suggests: tinytest, roxygen2, rmarkdown, knitr, pkgdown
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: make libclang-dev
Repository: https://rgenomicsetl.r-universe.dev
Date/Publication: 2026-07-20 19:41:18 UTC
RemoteUrl: https://github.com/RGenomicsETL/Rbebelm
RemoteRef: HEAD
RemoteSha: 690b70436c2c9583b3c87f0d35e9b99e8caa5670
NeedsCompilation: yes
Packaged: 2026-07-21 19:32:00 UTC; root
Author: Sounkou Mahamane Toure [aut, cre],
  Maxime Chevalier-Boisvert [cph] (BebeLM upstream),
  Hiroaki Yutani [cph] (savvy R/Rust interface),
  llama.cpp contributors [ctb, cph] (MIT-licensed tokenizer and
    EmbeddingGemma reference semantics)
Maintainer: Sounkou Mahamane Toure <sounkoutoure@gmail.com>