ragR: Retrieval-Augmented Generation and RAG Evaluation Tools in R
Provides tools for document ingestion, embedding storage,
retrieval-augmented generation (RAG), and RAG evaluation for question
answering systems. The package includes an R-native vector store, wrappers
for OpenAI embedding and chat-completion APIs, QA logging utilities, and
LLM-scored RAGAS-style evaluation metrics.
| Version: |
0.1.1 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
dplyr, httr2, jsonlite, pdftools, readtext, tibble |
| Suggests: |
plumber, stringr, yaml, testthat (≥ 3.0.0) |
| Published: |
2026-10-25 |
| DOI: |
10.32614/CRAN.package.ragR |
| Author: |
Muhammad Aimal Rehman [aut, cre],
Zhili Lu [aut],
Seoyoung Kim [aut],
Chi-Kuang Yeh [aut] |
| Maintainer: |
Muhammad Aimal Rehman <rehman.aimal at gmail.com> |
| BugReports: |
https://github.com/aimalrehman92/ragR/issues |
| License: |
GPL-3 |
| URL: |
https://github.com/aimalrehman92/ragR |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
ragR results |
Documentation:
Downloads:
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