memory-systems
Memory System Design
Memory provides persistence that allows agents to maintain continuity across sessions and reason over accumulated knowledge.
Memory Architecture Spectrum
| Layer | Latency | Persistence | Use Case |
|---|---|---|---|
| Working Memory | Zero | Volatile | Context window |
| Short-Term | Low | Session | Session state |
| Long-Term | Medium | Persistent | Cross-session knowledge |
| Entity Memory | Medium | Persistent | Entity tracking |
| Temporal KG | Medium | Persistent | Time-aware queries |
Memory System Performance
| System | DMR Accuracy | Retrieval Latency |
|---|---|---|
| Zep (Temporal KG) | 94.8% | 2.58s |
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