FlowElement-ai/m_flow

Vector Databases

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

GitHub →Website →

6.7

GitHub Metrics

Stars

4.5k

Forks

260

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

May 2, 2026

Created

Mar 31, 2026

Latest Release

v0.3.4

Release Date

Apr 12, 2026

Synced: May 31, 2026

Quality Scores

Documentation Qualityw: 20%

6.2

Has docs site (https://flowelement.ai). Description: 70 chars. Stars signal: 4,465. Contributors: 8. Score: 6.2/10

Community Healthw: 20%

6.2

Stars: 4,465. Contributors: 8. Watchers: 95. Forks: 260. Issue ratio: 0.4%. Score: 6.2/10

Maintenance Velocityw: 15%

7.1

Last commit: 32d ago. Weekly commits: 0. Latest release: v0.3.4. Score: 7.1/10

API Design & DXw: 20%

8.1

Stars/issues ratio: 263. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 4,465 stars. Score: 8.1/10

Production Readinessw: 15%

5.4

Battle-tested: 4,465 stars. Peer review: 8 contributors. Versioned: v0.3.4. Licensed: Apache-2.0. Age: 0.2 years. Maintenance: last commit 32d ago. Score: 5.4/10

Ecosystem Integrationw: 10%

7.6

Fork interest: 260. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 4,465 stars. Has web presence. Score: 7.6/10