AI Stays Local

DocumentationHow it behaves

Citations and refusal

A document answer names the file and page it came from. When the folders you granted do not support an answer, the runtime says so instead of producing one.

Why refusal is the feature

A system that answers everything is easy to build and impossible to rely on: you cannot tell a good answer from a confident one by looking. An answer that cites a page can be checked in a click, and a refusal tells you the question needs a different folder, or a different tool.

What the citation means

It names the file and location the retrieval step actually returned. It is not a guess at where the answer might be found, and it is not generated from the answer after the fact.

The current limit

Retrieval is lexical: it matches words rather than meaning, so a question phrased in vocabulary the document does not use can miss. Semantic retrieval is in validation. We publish this because retrieval quality decides whether any of the above is useful.

Last updated 2026-09-22T10:05:46-04:00 · Request access

These pages describe the contract: ports, endpoints, volumes, the permission model and the behaviour you can expect. The command reference for the CLI is published with the build each tester receives, so that it matches the binary in their hands rather than a page written ahead of it.

Available through a controlled private beta. Larger model profiles are added as they complete hardware validation.