#87 · Primary category: Knowledge Base & RAG

llm-wiki-compiler

cli compiler context-engineering karpathy knowledge-base knowledge-compilation llm markdown obsidian wiki

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

Project last updated:08/27/26

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2.0K

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197

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13

License

MIT

Why we included this project

llmwiki is for anyone who keeps handing an LLM the same stack of papers and notes and would rather those sources build on each other than get re-read from scratch every time. It compiles raw material into interlinked markdown pages that carry citations and freshness checks, so a team ends up with a durable knowledge base that agents and humans can browse or query instead of loose files. Because every page traces back to its sources, generated knowledge stays auditable as it accumulates over weeks of updates. Optional lifecycle profiles let you model entities and workflows for a specific field, and the output works from the CLI, over MCP, or through the SDK, so it slots into an existing agent setup. It is not a general static-site generator; it earns its keep when the source knowledge is worth compiling and reusing rather than searched fresh every time.

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