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Search & AskThe five query modes

The five query modes

The chip in the search bar sets how a question is taken. The modes come in two groups.

ModeShortcutNeedsWhat it does
AI search
Auto⌘1Claude Code or Codex signed in; (the embedding model, for text routes)The AI routes each question: to Cypher, to vector search, to vector search then the matches’ connections, or to Cypher then vector search within the result. With nothing embedded there’s nothing to route and Auto is plain Cypher.
Text to Cypher⌘2Claude Code or CodexThe AI turns your question into one Cypher query and runs it.
Vector⌘3the embedding model (310 MB, once); no accountYour words are embedded on this Mac and the closest passages of embedded text are found. ::Type:: picks where.
Raw query
Raw Cypher⌘4nothingRuns the Cypher you type, read-only, exactly as written, with completion as you type.
Raw Text⌘5nothingFinds the nodes and relationships whose name or text contains your words; commas for several; ::Type:: picks where.

The chosen mode is remembered between launches. Each is described on its own page: Raw Text, Raw Cypher, Text to Cypher, Vector search, Auto.

Which to use

  • You know the node’s name, or a word in it: Raw Text. It’s instant, exact, and needs nothing.
  • You remember the idea but not the words: Vector. It finds passages that mean the same thing.
  • The question is about structure (counts, who connects to what, before 1950, the most cited): Text to Cypher, or Auto.
  • You’d rather let the AI decide, and some text is embedded: Auto.
  • You write Cypher: Raw Cypher. The completion knows your shape.

What each sends off the Mac

ModeLeaves the Mac
Raw Text, Raw Cypher, Vectornothing
Text to Cypherthe question and the shape (type and property names, which property is each title)
Autothe same, to the routing model; then whatever the chosen route needs

What the trail shows

Every mode writes a trail of steps under the bar: what ran, with whom, how long it took, and what it found. The steps per mode:

  • Raw Text: Searching names and text · on this Mac → Searched names and text · 12 matches · 3 ms.
  • Raw Cypher: Your query · no AI step (the query, expandable) → Running on your graph → Ran on your graph · 12 rows · 4 ms.
  • Text to Cypher: Translating to Cypher · Sonnet (with the model’s thinking as it streams) → Translated to Cypher · Sonnet · 3.2 s (the query) → Ran on your graph; or Used cached query · Sonnet · no API call; or Repairing the query; or The database rejected the query; or No query for this.
  • Vector: Running vector search · on this Mac → Ran vector search · 8 matches · 2 ms.
  • Auto: Routing the question · Sonnet → Routed to Cypher / Routed to vector search / Routed to vector search, then connections / Routed to Cypher, then vector search → the steps of that route.