The Evolution of RAG

An interactive guide to understanding the architectures of Retrieval-Augmented Generation, from foundational concepts to autonomous agents.

Welcome!

Select a RAG architecture from the menu to learn about its core concepts, strengths, and limitations. This interactive guide is designed to help you explore how RAG systems have evolved to become more powerful and sophisticated.

Process Flow

Select a type

Key Characteristics

Primary Strength

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Key Limitation

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Comparative Analysis

Visualize the trade-offs between different RAG paradigms. The chart below plots each architecture against key metrics, offering a quick way to compare their relative strengths and weaknesses.

Detailed Comparison Matrix