mflow-ai
M-flow builds semantic memory layers that help LLMs reason over your data with structured knowledge graphs.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install mflow-ai
Dependencies
- websockets
- aiosqlite
- pydantic-settings
- typing-extensions
- kuzu
- instructor
- python-magic-bin
- diskcache
- jinja2
- aiolimiter
- pylance
- alembic
- pypdf
- uvicorn
- litellm
- lancedb
- fastapi
- aiohttp
- limits
- tiktoken
- fastapi-users
- structlog
- openai
- pydantic
- sqlalchemy
- python-dotenv
- filetype
- python-multipart
- numpy
- tenacity
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|---|
| 0.3.6 | 2026-04-15 | ||||
| 0.3.5 | 2026-04-15 | ||||
| 0.3.4 | 2026-04-12 | ||||
| 0.3.3 | 2026-04-08 | ||||
| 0.3.2 | 2026-04-05 | ||||
| 0.3.1 | 2026-04-05 | ||||
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