Engram Memory
Source-based retrieval, pattern storage, and memory consolidation
8 toolsengram
Engram By Source
List engrams filtered by source layer.
no params
Engram Decay Score
Compute temporal decay score for an engram (pure computation, no store needed).
no params
Engram Find Duplicates
Find near-duplicate engrams by content similarity.
no params
Engram Ingest
Ingest knowledge from a source file/directory into the store.
no params
Engram Peek
Get a specific engram by ID (read-only, no access tracking).
no params
Engram Search
Search the engram store using TF-IDF ranking.
no params
Engram Search Decay
Search with temporal decay — recent knowledge ranks higher.
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Engram Stats
Get store statistics (total, active, stale counts by layer).
no params