3min chapter

The MAD Podcast with Matt Turck cover image

What You MUST Know About AI Engineering in 2025 | Chip Huyen, Author of “AI Engineering”

The MAD Podcast with Matt Turck

CHAPTER

Understanding the Role of Retrieval-Augmented Generation in AI Context Management

This chapter explores the significance of Retrieval-Augmented Generation (RAG) in AI architecture, particularly for managing context lengths in knowledge-intensive tasks. It addresses common misconceptions about context windows and shares insights on the challenges models face with long contexts, underscoring the necessity of context efficiency testing.

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