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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."

Key Tools
LangChain (Basic Chains)LlamaIndex (Standard Query Engines)HaystackPinecone
Related Connections

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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