https://github.com/hallelx2/vectorless-engine

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

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

Last synced: 30 May 2026