GraphRAGPipeline: GraphRAG Pipeline

In VectrixDB: Lightweight Vector Database with Embedded Machine Learning Models

GraphRAG Pipeline

Description

Complete GraphRAG processing pipeline

Public fields

config

GraphRAGConfig

graph

KnowledgeGraph

communities

Detected communities

Methods

Public methods

• GraphRAGPipeline$new()

• GraphRAGPipeline$process()

• GraphRAGPipeline$search()

• GraphRAGPipeline$stats()

• GraphRAGPipeline$clone()

---

Method new()

Create a new GraphRAGPipeline

Usage

GraphRAGPipeline$new(config = NULL)

Arguments

config

GraphRAGConfig

---

Method process()

Process documents

Usage

GraphRAGPipeline$process(texts, document_ids = NULL)

Arguments

texts

Character vector of documents

document_ids

Document IDs

Returns

Self

---

Method search()

Search the graph

Usage

GraphRAGPipeline$search(query, search_type = NULL)

Arguments

query

Query string

search_type

"local", "global", or "hybrid"

Returns

Search result

---

Method stats()

Get statistics

Usage

GraphRAGPipeline$stats()

Returns

Named list

---

Method clone()

The objects of this class are cloneable with this method.

Usage

GraphRAGPipeline$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

VectrixDB documentation built on Feb. 20, 2026, 5:09 p.m.