REFERENCE / STATE

Beyond search.

Retrieved text is an input. Sophia also keeps the claims, corrections, permissions, and work that follow.

THE DISTINCTION

Search pipeline (RAG, a wiki)

Find relevant passages.
Supply context for an answer.

State layer

Retain evidence and corrections.
Share a governed record across sessions.

MECHANISMS

What persists.

Inspect the supporting quote and re-check whether the evidence still exists in the current source.

Corrections supersede instead of erasing. Ask what was believed then, what is current now, and what changed.

People, companies, documents, deadlines, and decisions become durable entities, not loose passages to rediscover.

Tree-sitter maps symbols, imports, calls, tests, exports, and exact source spans beneath semantic search.

Across every agent you connect, a new session inherits goals, decisions, corrections, prior research, and what changed.

Identity-attested messages, decisions, worker status, waits, and audit trails turn separate context windows into a team.

Scoped agents can file, schedule, update, mine, and coordinate through permissions, approvals, and reversible writes.

Your graph, wiki, evidence, and agent work live on your machine, not inside one model vendor’s chat history.

LIMIT

Sophia is a starting point, not a replacement for the original source. Inspect the source when precision, risk, or a coverage gap requires it.