Rag Alternative

llm-wiki

The "LLM Wiki" proposes a pattern for building persistent knowledge bases where an LLM incrementally creates and maintains a structured, interlinked wiki of markdown files from raw sources. This approach differs from typical RAG by having the LLM perform all the "bookkeeping"—summarizing, cross-referencing, and updating—allowing knowledge to compound and stay current, rather than being re-derived on every query. The system consists of immutable raw sources, the LLM-maintained wiki, and a guiding