Advanced RAG Retrieval Strategies: Auto-Merging Retrieval

zhaozhiming
Generative AI
Published in
10 min readMar 24, 2024

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Previously, we explored the advanced RAG retrieval strategy of sentence window searching. Today, let’s delve into another sophisticated retrieval strategy — auto-merging. It’s a bit more complex than sentence window searching, but fear not; the following explanation will help you understand the principle behind it. We’ll also show you how to build an auto-merging retrieval using LlamaIndex…

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Experienced full-stack engineer, a passion for new technologies, affinity for open-source, a geeky mindset.