CROW builds LLM wikis that stay fast and cheap as they grow: a small classifier decides where each document goes, and the LLM writes the notes.

_{Where we're heading: every document, tool and team around one wiki. Today: PDF, Markdown and text files, with Ollama or any OpenAI-compatible provider.}

LLM Wiki v2

crow-hq/llm-wiki-v2: give it your documents, get a wiki of plain Markdown notes that answers questions citing the notes it used. Runs on your computer with any provider, Ollama included.

	CROW	LLM-only wiki
Right note read	89%	62%
Time per ingest	18.4 s (2.1× faster)	38.6 s
LLM tokens per ingest	5,508 (68% fewer)	17,324

uv tool install "llmw2[server] @ git+https://github.com/crow-hq/llm-wiki-v2"
llmwiki2 demo

llmwiki2 demo opens an example wiki, no key needed. If it helps you, ⭐ star the repo.

Research

F. Cesarini, M. Sassarini, CROW: Classifier-Routed Organization of LLM Wikis, 2026. doi:10.5281/zenodo.22898752

Get in touch

Questions and ideas in Discussions · bugs in issues · crowhq.community@gmail.com

Made by Federico Cesarini and Marco Sassarini.