Full feature set

From search and synthesis to authoring and cleanup — the entire knowledge-work pipeline.

Search & retrieval

Keyword channel (Everything) locates files; semantic channel (bge-m3) understands content. Intent routing dispatches queries.

Mixed CN/EN/JP documents embed together for accurate cross-lingual retrieval.

Smart splits by heading/paragraph/table/page, preserving hierarchy metadata.

Packs top-k fragments to the model window; keeps high-citation content when over budget.

Enforces "no claim without a citation"; strict mode rejects unsupported output.

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All writes confined to an authorized-directory allowlist; Pi Agent tools pass a permission gateway.

Cleans only self-produced artifacts and user-checked items; deletes go to trash with reference awareness.