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Knowledge search, fully sovereign.

User query → auth check → vector search → document retrieval → local LLM → cited answer. Zero data leaves your infrastructure.

  • AnythingLLM
  • Nextcloud
  • Qdrant
  • Ollama
Full architecture
The Sovereign Librarian · loops every 28 s

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