FlowElement-xinliuyuansu / m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Why this job: says: memory engine; topics: agent-memory, long-term-memory
What it does
- Pronouns (he / she / it / 那个 / 该公司) are resolved into concrete antecedents *before* indexing
- The graph stores actual names and entities, not pronouns — so reference ambiguity never propagates into retrieval
- Turn 1 . *"Maria raised the deadline issue at Monday's standup."*
- Turn 2 . *"She said she wasn't told about the change."*
- Optional integration with fanjing-face-recognition detects who is in front of the camera in real time
Get started
git clone https://github.com/FlowElement-xinliuyuansu/m_flow.git && cd m_flow
./quickstart.sh pip install mflow-ai
# or: uv pip install mflow-ai
export LLM_API_KEY="sk-..."- Maintenance
- Active
- Last commit 3 months ago
- Stars
- 4,509
- +1 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.3.4
- Released 7 months ago
- Built with
- Python
- 73% of the code
Is it looked after?
- Contributors
- 0
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 89 merged
- 13 waiting
- Releases
- 1
- 1 in the last year
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More: languages, topics and project record
Languages
- Python 73%
- TypeScript 26%
- Shell 1%
- PowerShell <1%
Topics
- agent-memory
- agentic-ai
- ai-reasoning
- episodic-memory
- graph-database
- knowledge-graph
- llm
- long-term-memory
- mcp
- memory-engine
- python
- rag
Project record
- JobAgent memory
- StatusListed
- Commits206
- Forks256
- Watching93
- Stars in 28 days+7
- CreatedMar 31, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026