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.

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The following attestation bundles were made for memgentic_native-1.1.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: release-native.yml on Chariton-kyp/Memgentic

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The following attestation bundles were made for memgentic_native-1.1.0-cp312-cp312-macosx_10_12_x86_64.whl:

Publisher: release-native.yml on Chariton-kyp/Memgentic

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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1.4.0

Jul 3, 2026

1.3.0

Jun 29, 2026

1.2.0

Jun 29, 2026

This release

1.1.0

Jun 28, 2026

0.11.0

Jun 12, 2026

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Jun 11, 2026

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Jun 10, 2026

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May 3, 2026

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Apr 22, 2026

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Apr 19, 2026

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Apr 15, 2026

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Apr 15, 2026

0.4.3

Apr 15, 2026

0.4.2

Apr 15, 2026

0.4.1

Apr 15, 2026

memgentic-native 1.1.0

memgentic-native

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