Python
TiMEM-AI/TiMEM
Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
★ 186
Stars
10 forks · 0 open issues
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Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
20.3
Momentum / 100
see the breakdown below
12mo ago
Created
last push 18d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 13.7 | last push 18d ago; decays to zero at 180 days |
| Scale | 15 | 6.6 | 186 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 20.3 | capped at 35 because growth is unmeasured |
Detail
| Topics | agentlarge-language-modelsmemory |
| Matched on | LLM & Inference (large-language-models) |
| Short window | no snapshot 5–10 days old yet |
| Long window | +4 stars over 26 days = 0.2/day |
| Lifetime average | 0.50 stars/day over 376 days |
| First seen here | 2026-10-11 |
| Last read | 15d ago |