memory_recall
Search stored long-term memories using vector and keyword retrieval to recover user preferences, past decisions, or previously discussed topics across sessions.
Instructions
Search through long-term memories using hybrid retrieval (vector + keyword search). Use when you need context about user preferences, past decisions, or previously discussed topics.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results to return (default: 5, max: 20) | |
| query | Yes | Search query for finding relevant memories | |
| scope | No | Specific memory scope to search in (optional) | |
| since | No | Time range filter. Use shorthand like "3d" (3 days), "1w" (1 week), "2h" (2 hours), or ISO timestamp. | |
| topic | No | Filter by topic label (e.g. "remotion", "invoice"). Only returns memories tagged with this topic. | |
| queries | No | Multiple search queries in one call. Results are merged and deduplicated. Memories matching multiple queries rank higher. Use instead of calling memory_recall multiple times. | |
| summary | No | When true, returns a topic-grouped overview (topic name, count, latest date, preview) instead of individual memories. Use a broad query like "project decisions" or "recent work" to scan your memory space, then follow up with a normal recall on a specific topic to drill in. | |
| category | No | Filter by category |