graphrag

Native GraphRAG implementation for VectrixDB
Features:<ul>
<li>Entity and relationship extraction</li>
<li>Hierarchical community detection</li>
<li>Local, global, and hybrid search strategies</li>
<li>Incremental graph updates</li>
</ul>

A lightweight vector database for text retrieval in R with embedded
machine learning models and no external API (Application Programming
Interface) keys. Supports dense and hybrid search, optional HNSW
(Hierarchical Navigable Small World) approximate nearest-neighbor indexing,
faceted filters with ACL (Access Control List) metadata, command-line
tools, and a local dashboard built with 'shiny'. The HNSW method is
described by Malkov and Yashunin (2018) <doi:10.1109/TPAMI.2018.2889473>.

Kwadwo Daddy Nyame Owusu Boakye

graphrag: VectrixDB GraphRAG Module

Description

Arguments