Turn your documents into a Markdown wiki you can read, that answers with citations. Works with any LLM provider, Ollama included. CROW classifier routing: 89% right note vs 62%, 2.1× faster ingest, 68% fewer tokens.

225 stars 34 forks 225 watchers Python GNU Affero General Public License v3.0
citations knowledge-base llm llm-wiki local-llm markdown ollama openrouter personal-knowledge-management pkm python question-answering rag second-brain self-hosted text-classification
1 Open Issue Need Help Last updated: Oct 16, 2026

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enhancement good first issue

Turn your documents into a Markdown wiki you can read, that answers with citations. Works with any LLM provider, Ollama included. CROW classifier routing: 89% right note vs 62%, 2.1× faster ingest, 68% fewer tokens.

Python
#citations#knowledge-base#llm#llm-wiki#local-llm#markdown#ollama#openrouter#personal-knowledge-management#pkm#python#question-answering#rag#second-brain#self-hosted#text-classification