Installation

Grafomem requires Python 3.11+ and is published on PyPI as grafomem.

pip install grafomem                 # core: protocol types, conformance suite, CLI, adapter SDK
pip install "grafomem[server]"       # + FastAPI server and MCP
pip install "grafomem[backends]"     # + BGE embeddings (sentence-transformers)
pip install "grafomem[crypto]"       # + Ed25519 signed reports
pip install "grafomem[all]"          # everything

Verify:

grafomem --version       # → 0.2.0

note

The distribution package is grafomem (PyPI); the import package is aml. So pip install grafomem, then from aml... import ....

Extras are composable, e.g. pip install "grafomem[server,crypto]".