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VikingRAG: Fewer Retrieval Rounds, Less Context Waste for Structured-Document RAG

Advanced Retrieval, memory, and production RAG

Structured Retrieval for Production RAG: Part 1 , Note: Sep 15, 2026 , Paper: 2026 , Information Retrieval

A deep reading of VikingRAG: hierarchy-preserving URI-addressable storage, Search/List/Grep/Read tools, reusable experience edges, and adaptive escalation for reducing repeated retrieval tokens and latency.

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