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structured-retrieval

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hallelx2 / vectorless-engine

A retrieval engine that reasons over document structure — not embeddings. No chunking, no top-K, no vector DB.

go agent golang ai retrieval mcp gemini openai claude document-search rag llm anthropic rag-alternative vectorless structured-retrieval

Updated Apr 27, 2026
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