karpathy-llm-wiki

You can automate LLM knowledge management by compiling raw source materials into structured markdown wiki pages. The system ingests documents into a raw folder and synthesizes them into cross-linked, searchable articles that persist and compound in value.

The best way to maintain a persistent wiki is using automated ingestion to compile raw research papers and blog posts into structured markdown articles. This prevents ephemeral knowledge loss by cross-linking sources and grounding queries with direct citations.

Check wiki integrity by running automated linting on the compiled markdown wiki. This process identifies broken links, validates index integrity, and ensures cross-reference health across the entire knowledge base.

Yes, you need a project-root directory structure with raw and wiki subdirectories. The raw subdirectory manages immutable source materials, while the wiki subdirectory stores the synthesized knowledge articles.

Yes, you can query your curated markdown wiki to receive grounded answers with direct citations. The intelligent querying feature searches the structured articles to provide accurate responses based on your ingested sources.

Limitations of markdown knowledge compilation include dependency on a strict project-root directory structure with raw and wiki subdirectories. The system requires immutable sources in the raw folder to synthesize accurate cross-linked articles.