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Package: llmshieldr
Title: Safety Guardrails for Large Language Model Workflows
Version: 0.1.0
Description: A model-agnostic safety layer for developers building with
large language model (LLM) applications. Maps starter controls to the Open
Worldwide Application Security Project Top 10 for Large Language
Model Applications 2025 risk categories
<https://genai.owasp.org/llm-top-10/> via a modular rule engine.
Supports regular-expression rules, lightweight natural language processing
(NLP) intent checks, optional scanners, and semantic large language model
reviewer checks on prompts, conversations, retrieved context, tool inputs
and outputs, streaming chunks, and model outputs. Supports workflows with
the 'Ollama' local web service <https://ollama.com/> via 'ellmer', remote
reviewer endpoints, and other chat interfaces callable from 'R'.
Intended as an experimental guardrail layer that teams should evaluate
against their own workflows before relying on it in production.
Authors@R:
person("Indraneel", "Chakraborty", , "hello.indraneel@gmail.com",
role = c("aut", "cre", "cph"),
comment = c(ORCID = "0000-0001-6958-8269"))
License: Apache License (>= 2)
Encoding: UTF-8
Depends:
R (>= 4.1.0)
Imports:
jsonlite,
cli,
rlang,
digest,
stringi
Suggests:
ellmer,
httr2,
processx,
filelock,
htmltools,
covr,
lintr,
plumber,
shiny,
testthat (>= 3.0.0),
knitr,
rmarkdown,
withr,
dplyr,
tokenizers,
SnowballC
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://www.indraneelchakraborty.com/llmshieldr/, https://github.com/ineelhere/llmshieldr, https://genai.owasp.org/llm-top-10/
BugReports: https://github.com/ineelhere/llmshieldr/issues