engram
.
AI memory that forgets intelligently. Same accuracy. 72% less storage.
Memory belongs to the user. Engram is the guardian, not the owner.
Benchmark Results
1.00
Personalization accuracy
28%
Memory retained after decay
0.94
Forgetting quality score
API Endpoints
POST
/v1/ingest
Store memories — splits, scores, and persists automatically
POST
/v1/query
Hybrid retrieval — FAISS semantic + BM25 lexical + graph
POST
/v1/recall
Associative cascade — follows narrative threads through graph
POST
/v1/predict
Predictive memory — surfaces relevant context before asked
POST
/v1/decay
Intelligent forgetting — prune low-value memories
GET
/v1/timeline/{user_id}
Temporal reasoning — memories organised by time period
Try It Live
Ingest
Query
Recall
API Key
User ID
Content
Ingest Memory
API Key
User ID
Query
Query
API Key
User ID
Query
Recall
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