llm_wiki builds an interlinked knowledge base from your documents instead of retrieving per query
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nashsu/llm_wiki reached 17,102 stars with v0.6.11 on 2026-08-25 and +121 stars today on the TypeScript trending board. The design argument is explicitly anti-RAG: rather than retrieving and answering from scratch on every query, it pre-organizes documents into a cross-linked wiki that persists between sessions. It runs as a cross-platform desktop app, so unlike most RAG stacks there is no vector database to operate.