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Monolithic RAG

A rigid, single-path RAG architecture where the retrieval, augmentation, and generation components are tightly coupled into a linear execution flow. While easy to deploy, it lacks the flexibility to independently scale or swap components like rerankers or specific embedding models without re-engineering the entire pipeline.

Definition

A rigid, single-path RAG architecture where the retrieval, augmentation, and generation components are tightly coupled into a linear execution flow. While easy to deploy, it lacks the flexibility to independently scale or swap components like rerankers or specific embedding models without re-engineering the entire pipeline.

Disambiguation

Refers to the pipeline's architectural structure, not the size of the underlying Large Language Model.

Visual Metaphor

"A single-piece combo meal where the main dish, side, and drink are served in one fused container and cannot be swapped individually."

Conceptual Overview

A rigid, single-path RAG architecture where the retrieval, augmentation, and generation components are tightly coupled into a linear execution flow. While easy to deploy, it lacks the flexibility to independently scale or swap components like rerankers or specific embedding models without re-engineering the entire pipeline.

Disambiguation

Refers to the pipeline's architectural structure, not the size of the underlying Large Language Model.

Visual Analog

A single-piece combo meal where the main dish, side, and drink are served in one fused container and cannot be swapped individually.

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