jammi-ai-native

The compiled, in-process Jammi engine — the jammi_native PyO3 extension, packaged as a standalone wheel.

import jammi_native

db = jammi_native.open_local(artifact_dir="/data")

jammi-ai-native is the engine .so and nothing else. Most users install jammi-ai instead — the base Python client (import jammi) whose single connect(target) dispatches file:// targets to this engine (pulled in via its [embedded] extra) and remote targets to the gRPC transport. This dist exists so that lean deployments (for example a client that opts into an embedded engine) can depend on the compiled engine directly.

The dist ships in lockstep at the shared workspace version with jammi-ai and jammi-server.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl (61.8 MB view details)

Uploaded Jul 9, 2026 CPython 3.9+manylinux: glibc 2.28+ x86-64

jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl (53.0 MB view details)

Uploaded Jul 9, 2026 CPython 3.9+macOS 11.0+ ARM64

jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl (56.1 MB view details)

Uploaded Jul 9, 2026 CPython 3.9+macOS 10.12+ x86-64

File details

Details for the file jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl.

File metadata

Download URL: jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl
Upload date: Jul 9, 2026
Size: 61.8 MB
Tags: CPython 3.9+, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`115be499809500d758cd01561ae7693e0d0c68c8fa26a7314b7e282d78b3e8b2`
MD5	`3e2c159961982ff6c98491c8a0a3df8a`
BLAKE2b-256	`77a0fca796e427481c6985688dce35ccd5a97ba6d73b1ba3e08c282bbbe74944`

See more details on using hashes here.

Provenance

The following attestation bundles were made for jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl:

Publisher: pypi.yml on f-inverse/jammi-ai

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: jammi_ai_native-0.38.0-cp39-abi3-manylinux_2_28_x86_64.whl
- Subject digest: 115be499809500d758cd01561ae7693e0d0c68c8fa26a7314b7e282d78b3e8b2
- Sigstore transparency entry: 2126125626
- Sigstore integration time: Jul 9, 2026
Source repository:
- Permalink: f-inverse/jammi-ai@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Branch / Tag: refs/tags/py-v0.38.0
- Owner: https://github.com/f-inverse
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: pypi.yml@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Trigger Event: push

File details

Details for the file jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl.

File metadata

Download URL: jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl
Upload date: Jul 9, 2026
Size: 53.0 MB
Tags: CPython 3.9+, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`d4ec3d60b9fcc29d71b169ff4f58e6e025858f9654f4a6660d54c0842d789180`
MD5	`4bd9dbb7944626f6e4884714a19336a4`
BLAKE2b-256	`295d836d204dee10f5505a365deb991ff5e3de0ba78e27e4d49259a09221dce7`

See more details on using hashes here.

Provenance

The following attestation bundles were made for jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl:

Publisher: pypi.yml on f-inverse/jammi-ai

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: jammi_ai_native-0.38.0-cp39-abi3-macosx_11_0_arm64.whl
- Subject digest: d4ec3d60b9fcc29d71b169ff4f58e6e025858f9654f4a6660d54c0842d789180
- Sigstore transparency entry: 2126124818
- Sigstore integration time: Jul 9, 2026
Source repository:
- Permalink: f-inverse/jammi-ai@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Branch / Tag: refs/tags/py-v0.38.0
- Owner: https://github.com/f-inverse
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: pypi.yml@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Trigger Event: push

File details

Details for the file jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl.

File metadata

Download URL: jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl
Upload date: Jul 9, 2026
Size: 56.1 MB
Tags: CPython 3.9+, macOS 10.12+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl
Algorithm	Hash digest
SHA256	`a7865cf8b74a56c37e75221e26e2de6173e3e85d29a8a23c4c2051f916523f6a`
MD5	`e4d5520797d69e60298e82b4d7bf6978`
BLAKE2b-256	`8d5bf7417d2bb470e50e7c68459f279381d29165bcf4a63c9b9b7548626136e6`

See more details on using hashes here.

Provenance

The following attestation bundles were made for jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl:

Publisher: pypi.yml on f-inverse/jammi-ai

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: jammi_ai_native-0.38.0-cp39-abi3-macosx_10_12_x86_64.whl
- Subject digest: a7865cf8b74a56c37e75221e26e2de6173e3e85d29a8a23c4c2051f916523f6a
- Sigstore transparency entry: 2126124384
- Sigstore integration time: Jul 9, 2026
Source repository:
- Permalink: f-inverse/jammi-ai@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Branch / Tag: refs/tags/py-v0.38.0
- Owner: https://github.com/f-inverse
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: pypi.yml@47218052ef16c9d4e853bb2645fc0c6ce8ccf340
- Trigger Event: push