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Live demo

Document search on your own servers.

A user asks a question. The system checks their access and searches the documents, and a local model writes an answer with citations. Nothing leaves your infrastructure. This is a scripted replay.

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

agent.trace

Live tool calls

streaming
0.0s / 28s