memgentic-native 0.11.0

Native Rust acceleration for Memgentic — text processing, parsers, and knowledge graph

memgentic-native

Native Rust acceleration for Memgentic. Optional — the core package runs on pure Python and auto-detects this extension at import time.

pip install memgentic-native
# or as an extra on the core:
pip install 'memgentic[native]'

What it accelerates

Module	Replaces Python	Typical speedup
textproc	credential scrubbing, noise detection, content classification	5–15×
parsers	JSONL / Protocol Buffers / Markdown stream parsing	3–8×
graph	knowledge-graph traversal via petgraph	2–4× on large graphs

All modules register under the memgentic_native PyO3 namespace. The core package imports them via try / except ImportError so every code path has a pure-Python fallback — memgentic-native is a performance add-on, never a hard requirement.

Platform coverage

Pre-built wheels ship for:

• Linux x86_64, aarch64 (manylinux) — Python 3.12, 3.13
• macOS x86_64, aarch64 — Python 3.12, 3.13
• Windows x64 — Python 3.12, 3.13

Source distribution is published for other targets. Building from source needs a stable Rust toolchain and maturin.

Versioning

Linked with memgentic + memgentic-api. All three ship on the same release cadence.

License

Apache 2.0. See LICENSE.