Agentic AI Reference Architecture

Knowledge & Data · Software component

Knowledge Store Loader

Software componentKnowledge & DataKnowledge & DataVariation point (abstract)arc:KnowledgeStoreLoader

An abstract load-stage component that inserts processed records, embeddings and metadata into a target knowledge store.

Responsibility. Persists transformed data into a target store for retrieval.

Also known as: Loader, Load stage

is orchestrated byreceives data fromis specialized byis guarded byis specialized byis specialized byIngestion Pipeline Orchestrator: is orchestrated byIngestion Pipeline Orche…Text Embedding Service: receives data fromText Embedding ServiceVector Batch Ingestor: is specialized byVector Batch IngestorPII Redactor: is guarded byPII RedactorKnowledge Graph Loader: is specialized byKnowledge Graph LoaderFull-Text Index Loader: is specialized byFull-Text Index Loader
Direct neighbourhood (hover for relationship types)

Variants

VariantWhen to choose
Full-Text Index Loader—
Knowledge Graph Loader—
Vector Batch Ingestor—

Relationships

receives data from dynamic

is guarded by control

is orchestrated by control

Design guidance

Classification

Patterns
ETL Load stage

Sources

  1. Ch6.3A: T. Nguyen, "ETL Pipeline Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 6.3A. ISBN: 9798244538229.