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@XiaohuiAI666: Your RAG implementation is wrong! Traditional chunks lack knowledge boundaries, version information, and metadata, leading to missing retrieval context, version mixing, and difficult permission control. The author proposes a new method that replaces chunks with IdeaBlocks (Question-Answer + governance fields), achieving structured knowledge units. Without changing the retrieval algorithm,…

X AI KOLs Timeline ↗ · 2d ago Cached

The author proposes replacing traditional chunks with IdeaBlocks (Question-Answer + governance fields) to improve RAG knowledge units. The Blockify tool has been open-sourced, which can reduce corpus size by 40x, tokens by 3x, and increase relevance by 2.3x.

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