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:
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
Last updated from:89378bea42. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 150 | ||
| source / vignettes | OK | 199 | ||
| linux-release-x86_64 | OK | 145 | ||
| macos-release-arm64 | OK | 102 | ||
| macos-oldrel-arm64 | OK | 95 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 75 | ||
| wasm-release | OK | 133 |
Exports:build_vector_indexcreate_rag_chaincreate_vectorstoreembed_openaifetch_datainsert_vectorssearch_vectors
Dependencies:askpassbase64encclicpp11curlDBIdplyrduckdbgenericsgluehttrjsonlitelifecyclemagrittrmimeofficeropensslpdftoolspillarpkgconfigpurrrqpdfR6raggRcpprlangrvestselectrstringistringrsyssystemfontstextshapingtibbletidyrtidyselectutf8uuidvctrswithrxml2zip
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| create_rag_chain.R Overview | create_rag_chain |
| Embed text with OpenAI | build_vector_index create_vectorstore embed_openai insert_vectors search_vectors |
| Fetch data from local files and websites | fetch_data |