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-1.4.0-cp312-cp312-macosx_11_0_arm64.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.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: memgentic_native-1.4.0-cp312-cp312-macosx_11_0_arm64.whl
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- Sigstore integration time: Jul 3, 2026
Source repository:
- Permalink: Chariton-kyp/Memgentic@a3a11d76e3400dc1cf383294e2c186daae0dd792
- Branch / Tag: refs/tags/native-v1.4.0
- Owner: https://github.com/Chariton-kyp
- Access: public
Publication detail:
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- Runner Environment: github-hosted
- Publication workflow: release-native.yml@a3a11d76e3400dc1cf383294e2c186daae0dd792
- Trigger Event: push

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Download URL: memgentic_native-1.4.0-cp312-cp312-macosx_10_12_x86_64.whl
Upload date: Jul 3, 2026
Size: 1.1 MB
Tags: CPython 3.12, macOS 10.12+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

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Provenance

The following attestation bundles were made for memgentic_native-1.4.0-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.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: memgentic_native-1.4.0-cp312-cp312-macosx_10_12_x86_64.whl
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- Sigstore transparency entry: 2058020562
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Source repository:
- Permalink: Chariton-kyp/Memgentic@a3a11d76e3400dc1cf383294e2c186daae0dd792
- Branch / Tag: refs/tags/native-v1.4.0
- Owner: https://github.com/Chariton-kyp
- Access: public
Publication detail:
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- Runner Environment: github-hosted
- Publication workflow: release-native.yml@a3a11d76e3400dc1cf383294e2c186daae0dd792
- Trigger Event: push

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This release

1.4.0

Jul 3, 2026

1.3.0

Jun 29, 2026

1.2.0

Jun 29, 2026

1.1.0

Jun 28, 2026

0.11.0

Jun 12, 2026

0.10.0

Jun 11, 2026

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Jun 10, 2026

0.8.0

May 3, 2026

0.7.0

Apr 22, 2026

0.5.0

Apr 19, 2026

0.4.5

Apr 15, 2026

0.4.4

Apr 15, 2026

0.4.3

Apr 15, 2026

0.4.2

Apr 15, 2026

0.4.1

Apr 15, 2026

memgentic-native 1.4.0

memgentic-native

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