Python · Apache-2.0
FlowElement-xinliuyuansu/m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
★ 4.5k
Stars
256 forks · 13 open issues
−2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
20.2
Momentum / 100
see the breakdown below
7mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | −2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 9.6 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 10.6 | 4.5k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 20.2 | sum of the above |
Detail
| Topics | agent-memoryagentic-aiai-reasoningepisodic-memorygraph-databaseknowledge-graphllmlong-term-memorymcpmemory-enginepythonragsemantic-memoryvector-search |
| Matched on | AI Agents (agentic-ai) RAG (rag) Agent Skills & MCP (mcp) LLM & Inference (llm) |
| Short window | +-2 stars over 7 days = -0.3/day |
| Long window | +-7 stars over 26 days = -0.3/day |
| Lifetime average | 20.57 stars/day over 219 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |