From chat memory to knowledge graph: a two-layer wiki knowledge base pattern

adnan_hashmi · x · 2026-11-02

A shared article outlines moving from chat memory to a structured knowledge base: a raw/ layer captures URLs, PDFs, notes, local files and transcripts, while a curated wiki/ layer holds markdown concept/entity/topic pages and source summaries, distilled from raw sources. The two-layer pattern makes LLM memory human-readable, structured, and easy to explore.

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