Advanced RAG 10: Corrective Retrieval Augmented Generation (CRAG)

Intuitive Example, Priciples, Code Explanation and Insights about CRAG

Florian June
AI Advances
Published in
11 min readApr 17, 2024

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This article starts with a common scenario: participating in an open-book exam. Typically, we have three strategies:

  • Method 1: Answer quickly for familiar topics. For unfamiliar ones, refer to the reference book. Quickly locate the relevant sections, organize and summarize them mentally, then write your answer on the exam paper.
  • Method 2: For each…

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AI researcher, focusing on LLMs, RAG, Agent, Document AI, Data Structures. Find the newest AI article in my newsletter: https://florianjune.substack.com/