Package: RAGFlowChainR 0.1.7

Kwadwo Daddy Nyame Owusu Boakye

RAGFlowChainR: Retrieval-Augmented Generation (RAG) Workflows in R with Local and Web Search

Enables Retrieval-Augmented Generation (RAG) workflows in R by combining local vector search using 'DuckDB' with optional web search via the 'Tavily' API. Supports 'OpenAI'- and 'Ollama'-compatible embedding models, full-text and 'HNSW' (Hierarchical Navigable Small World) indexing, and modular large language model (LLM) invocation. Designed for advanced question-answering, chat-based applications, and production-ready AI pipelines. This package is the R equivalent of the 'python' package 'RAGFlowChain' available at <https://pypi.org/project/RAGFlowChain/>.

Authors:Kwadwo Daddy Nyame Owusu Boakye [aut, cre]

RAGFlowChainR_0.1.7.tar.gz
RAGFlowChainR_0.1.7.zip(r-4.7)RAGFlowChainR_0.1.7.zip(r-4.6)RAGFlowChainR_0.1.7.zip(r-4.5)
RAGFlowChainR_0.1.7.tgz(r-4.6-any)RAGFlowChainR_0.1.7.tgz(r-4.5-any)
RAGFlowChainR_0.1.7.tar.gz(r-4.7-any)RAGFlowChainR_0.1.7.tar.gz(r-4.6-any)
RAGFlowChainR_0.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
RAGFlowChainR/json (API)
NEWS

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

Bug tracker:https://github.com/knowusuboaky/ragflowchainr/issues

Pkgdown/docs site:https://knowusuboaky.github.io

On CRAN:

Conda:

4.26 score 11 stars 11 scripts 216 downloads 7 exports 42 dependencies

Last updated from:89378bea42. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK150
source / vignettesOK199
linux-release-x86_64OK145
macos-release-arm64OK102
macos-oldrel-arm64OK95
windows-develOK76
windows-releaseOK76
windows-oldrelOK75
wasm-releaseOK133

Exports:build_vector_indexcreate_rag_chaincreate_vectorstoreembed_openaifetch_datainsert_vectorssearch_vectors

Dependencies:askpassbase64encclicpp11curlDBIdplyrduckdbgenericsgluehttrjsonlitelifecyclemagrittrmimeofficeropensslpdftoolspillarpkgconfigpurrrqpdfR6raggRcpprlangrvestselectrstringistringrsyssystemfontstextshapingtibbletidyrtidyselectutf8uuidvctrswithrxml2zip

Readme and manuals

Help Manual

Help pageTopics
create_rag_chain.R Overviewcreate_rag_chain
Embed text with OpenAIbuild_vector_index create_vectorstore embed_openai insert_vectors search_vectors
Fetch data from local files and websitesfetch_data