Python · MIT
aiming-lab/SimpleMem
[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
★ 3.9k
Stars
412 forks · 14 open issues
+1.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
26.3
Momentum / 100
see the breakdown below
10mo ago
Created
last push 3mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 8.3 | +1.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 1.3 | last week ran 1.09× the monthly pace |
| Freshness | 15 | 6.3 | last push 3mo ago; decays to zero at 180 days |
| Scale | 15 | 10.4 | 3.9k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 26.3 | sum of the above |
Detail
| Topics | agentaudiocompressionknowledge-graphlifelong-memoryllmmcpmemorymultimodalpythonragretrievalsemantic-searchsimplememvideovision |
| Matched on | RAG (rag, semantic-search) Agent Skills & MCP (mcp) |
| Short window | +12 stars over 7 days = 1.7/day |
| Long window | +41 stars over 26 days = 1.6/day |
| Lifetime average | 12.58 stars/day over 308 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |