recall
Search past facts and memory observations by keyword or concept, enforcing a token budget to prevent context window overflow.
Instructions
Search memory observations and facts matching keywords or concepts using SQLite FTS5 BM25. Enforces a strict token budget to prevent context window overflow.
WHEN TO USE:
Use "recall" for focused keyword search, retrieving specific past facts, or when under a strict token budget.
DO NOT use for exploring structural, multi-hop entity relationships — use "context" instead.
RETURNS:
JSON object containing matched entities, facts with authority tiers and statuses, estimated tokens used, and truncation flag.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| depth | No | Graph expansion depth (0 = flat search, 1+ = multi-hop GraphRAG) | |
| query | Yes | Query text to search across facts and entities | |
| domain | No | Filter by domain | |
| token_budget | No | Maximum tokens to return (default: 2000) |