GLLM Multimodal

Description

A library containing multimodal manager modules for handling modality-specific tasks.

Installation

Prerequisites

Mandatory:

Python 3.11+ — Install here
pip — Install here
uv — Install here

Extras (required only for Artifact Registry installations):

gcloud CLI (for authentication) — Install here, then log in using:
```
gcloud auth login
```

Install from Artifact Registry

This option requires authentication via the gcloud CLI.

uv pip install \
  --extra-index-url "https://oauth2accesstoken:$(gcloud auth print-access-token)@glsdk.gdplabs.id/gen-ai-internal/simple/" \
  gllm-multimodal

Local Development Setup

Prerequisites

Python 3.11+ — Install here
pip — Install here
uv — Install here
gcloud CLI — Install here, then log in using:
```
gcloud auth login
```
Git — Install here
Access to the GDP Labs SDK GitHub repository

1. Clone Repository

git clone git@github.com:GDP-ADMIN/gl-sdk.git
cd gl-sdk/libs/gllm-multimodal

2. Setup Authentication

Set the following environment variables to authenticate with internal package indexes:

export UV_INDEX_GEN_AI_INTERNAL_USERNAME=oauth2accesstoken
export UV_INDEX_GEN_AI_INTERNAL_PASSWORD="$(gcloud auth print-access-token)"
export UV_INDEX_GEN_AI_USERNAME=oauth2accesstoken
export UV_INDEX_GEN_AI_PASSWORD="$(gcloud auth print-access-token)"

3. Quick Setup

Run:

make setup

4. Activate Virtual Environment

source .venv/bin/activate

Local Development Utilities

The following Makefile commands are available for quick operations:

Install uv

make install-uv

Install Pre-Commit

make install-pre-commit

Install Dependencies

make install

Update Dependencies

make update

Run Tests

make test

Contributing

Please refer to the Python Style Guide for information about code style, documentation standards, and SCA requirements.

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.

gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl (1.2 MB view details)

Uploaded Jul 14, 2026 CPython 3.12Windows x86-64

gllm_multimodal_binary-0.3.37-cp312-cp312-manylinux_2_31_x86_64.whl (1.7 MB view details)

Uploaded Jul 10, 2026 CPython 3.12manylinux: glibc 2.31+ x86-64

gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl (1.3 MB view details)

Uploaded Jul 14, 2026 CPython 3.12macOS 13.0+ ARM64

gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl (1.3 MB view details)

Uploaded Jul 14, 2026 CPython 3.11Windows x86-64

gllm_multimodal_binary-0.3.37-cp311-cp311-manylinux_2_31_x86_64.whl (1.6 MB view details)

Uploaded Jul 10, 2026 CPython 3.11manylinux: glibc 2.31+ x86-64

gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl (1.3 MB view details)

Uploaded Jul 14, 2026 CPython 3.11macOS 13.0+ ARM64

File details

Details for the file gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl
Upload date: Jul 14, 2026
Size: 1.2 MB
Tags: CPython 3.12, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`2ed44581514f43d025460acaa7b259cd5fdf81392042d74804fb69a6e787cb39`
MD5	`6144d4f73f8b28e89b9e25bb6625dcb9`
BLAKE2b-256	`242255a7849582b52d723e2061c3c772ab1f4dfc76e75aaa7b73de878a5f82eb`

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

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: gllm_multimodal_binary-0.3.37-cp312-cp312-win_amd64.whl
- Subject digest: 2ed44581514f43d025460acaa7b259cd5fdf81392042d74804fb69a6e787cb39
- Sigstore transparency entry: 2167560019
- Sigstore integration time: Jul 14, 2026
Source repository:
- Permalink: GDP-ADMIN/gl-sdk@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Branch / Tag: refs/tags/gllm_multimodal-v0.3.37
- Owner: https://github.com/GDP-ADMIN
- Access: private
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-binary.yml@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Trigger Event: push

File details

Details for the file gllm_multimodal_binary-0.3.37-cp312-cp312-manylinux_2_31_x86_64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp312-cp312-manylinux_2_31_x86_64.whl
Upload date: Jul 10, 2026
Size: 1.7 MB
Tags: CPython 3.12, manylinux: glibc 2.31+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: uv/0.8.24

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp312-cp312-manylinux_2_31_x86_64.whl
Algorithm	Hash digest
SHA256	`c096fd1ec5c3045ca80e701cf85f3cafa1ebab3d64abe32589e6d6bf254bb457`
MD5	`12a7f8cae1e17cff1ee4d57a6c2492bb`
BLAKE2b-256	`a0e86ddb4d4c6d17aea4a5ec6c30e812b298db19792a342bfbfb629771c8bdd8`

See more details on using hashes here.

File details

Details for the file gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl
Upload date: Jul 14, 2026
Size: 1.3 MB
Tags: CPython 3.12, macOS 13.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl
Algorithm	Hash digest
SHA256	`7254a50faf663328beb7405d0f8c4cf5cd379594f69e2369cbd71d251fa738d9`
MD5	`26fbf1a58a7d8adde9904d9c30d38a70`
BLAKE2b-256	`00a36a5f06e0a4d7fec0bbca1343287174752969eaba78735383aae99c70e9d3`

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

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: gllm_multimodal_binary-0.3.37-cp312-cp312-macosx_13_0_arm64.whl
- Subject digest: 7254a50faf663328beb7405d0f8c4cf5cd379594f69e2369cbd71d251fa738d9
- Sigstore transparency entry: 2167559989
- Sigstore integration time: Jul 14, 2026
Source repository:
- Permalink: GDP-ADMIN/gl-sdk@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Branch / Tag: refs/tags/gllm_multimodal-v0.3.37
- Owner: https://github.com/GDP-ADMIN
- Access: private
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-binary.yml@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Trigger Event: push

File details

Details for the file gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl
Upload date: Jul 14, 2026
Size: 1.3 MB
Tags: CPython 3.11, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`db073059c635f127491f86cf70e4c099f6f5a62f5dbd61639a6363661ed73b23`
MD5	`c42e1434afb458d3d4b873564dea127e`
BLAKE2b-256	`c08762a27dc400da3bac04e9fb9a182d4e1501d00bac021fb33d95e8ddcbe990`

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

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: gllm_multimodal_binary-0.3.37-cp311-cp311-win_amd64.whl
- Subject digest: db073059c635f127491f86cf70e4c099f6f5a62f5dbd61639a6363661ed73b23
- Sigstore transparency entry: 2167560049
- Sigstore integration time: Jul 14, 2026
Source repository:
- Permalink: GDP-ADMIN/gl-sdk@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Branch / Tag: refs/tags/gllm_multimodal-v0.3.37
- Owner: https://github.com/GDP-ADMIN
- Access: private
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-binary.yml@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Trigger Event: push

File details

Details for the file gllm_multimodal_binary-0.3.37-cp311-cp311-manylinux_2_31_x86_64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp311-cp311-manylinux_2_31_x86_64.whl
Upload date: Jul 10, 2026
Size: 1.6 MB
Tags: CPython 3.11, manylinux: glibc 2.31+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: uv/0.8.24

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp311-cp311-manylinux_2_31_x86_64.whl
Algorithm	Hash digest
SHA256	`c623b5a63bf1286e1dea3c40d99c78cffaef8233d591f10108f445c8e2255ad0`
MD5	`fba11f77e30df84e4e50efa06ea34a15`
BLAKE2b-256	`c24e67cc5bfe30c7e6072e52313f55555e445feef8bd462c970562f87535735b`

See more details on using hashes here.

File details

Details for the file gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl.

File metadata

Download URL: gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl
Upload date: Jul 14, 2026
Size: 1.3 MB
Tags: CPython 3.11, macOS 13.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl
Algorithm	Hash digest
SHA256	`24760b8e6a1aae9f5a248a1aa5260781b534060ab313b4a3588e0ea160fabe55`
MD5	`b9458c587c8d0782e4f6cbbf995efef0`
BLAKE2b-256	`2e7066a952a7b917ffd8955dc35715d6241c989e678b8a868610bf8ae2b144ae`

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

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: gllm_multimodal_binary-0.3.37-cp311-cp311-macosx_13_0_arm64.whl
- Subject digest: 24760b8e6a1aae9f5a248a1aa5260781b534060ab313b4a3588e0ea160fabe55
- Sigstore transparency entry: 2167560033
- Sigstore integration time: Jul 14, 2026
Source repository:
- Permalink: GDP-ADMIN/gl-sdk@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Branch / Tag: refs/tags/gllm_multimodal-v0.3.37
- Owner: https://github.com/GDP-ADMIN
- Access: private
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-binary.yml@37f089cfd2cae4170ff703e675f56b13aa6f1e77
- Trigger Event: push

Release history Release notifications | RSS feed

0.3.39.post1

Aug 5, 2026

0.3.39

Aug 5, 2026

0.3.38

Jul 22, 2026

0.3.38b1 pre-release

Jul 22, 2026

This release

0.3.37

Jul 10, 2026

0.3.36

Jun 19, 2026

0.3.35

Jun 12, 2026

0.3.34

Jun 8, 2026

0.3.33

Jun 5, 2026

0.3.32

May 8, 2026

0.3.31

May 5, 2026

0.3.30

May 4, 2026

0.3.29

May 4, 2026

0.3.28

Apr 29, 2026

0.3.27

Apr 28, 2026

0.3.26

Apr 22, 2026

0.3.25

Apr 8, 2026

0.3.24

Apr 2, 2026

0.3.23

Mar 30, 2026

0.3.22

Mar 13, 2026

0.3.21

Mar 11, 2026

0.3.20

Mar 11, 2026

0.3.19

Mar 2, 2026

0.3.18

Feb 26, 2026

0.3.17

Feb 25, 2026

0.3.16

Feb 20, 2026

0.3.15

Feb 19, 2026

0.3.14

Feb 13, 2026

0.3.13

Feb 10, 2026

0.3.12

Feb 10, 2026

0.3.11

Feb 9, 2026

0.3.10

Feb 9, 2026

0.3.9

Feb 9, 2026

0.3.8

Feb 6, 2026

0.3.7

Feb 5, 2026

0.3.6

Jan 29, 2026

0.3.5

Jan 28, 2026

0.3.4

Jan 27, 2026

0.3.3.post1

Jan 26, 2026

0.3.3

Jan 26, 2026

0.3.2.post1

Jan 23, 2026

0.3.2

Jan 23, 2026

0.3.1.post2

Jan 15, 2026

0.3.1.post1

Jan 14, 2026

0.3.1

Jan 13, 2026

0.3.1b11 pre-release

Jan 14, 2026

0.3.1b10 pre-release

Jan 14, 2026

0.3.1b9 pre-release

Jan 14, 2026

0.3.1b8 pre-release

Jan 14, 2026

0.3.1b7 pre-release

Jan 14, 2026

0.3.1b6 pre-release

Jan 14, 2026

0.3.1b5 pre-release

Jan 13, 2026

0.3.1b4 pre-release

Jan 13, 2026

0.3.1b3 pre-release

Jan 13, 2026

0.3.1b2 pre-release

Jan 13, 2026

0.3.1b1 yanked

Jan 13, 2026

Reason this release was yanked:

Testing

0.2.11

Jan 7, 2026

0.2.10

Dec 29, 2025

0.2.9b1 pre-release

Dec 29, 2025

0.2.0.post1

Dec 29, 2025

gllm-multimodal-binary 0.3.37

GLLM Multimodal

Description

Installation

Prerequisites

Install from Artifact Registry

Local Development Setup

Prerequisites

1. Clone Repository

2. Setup Authentication

3. Quick Setup

4. Activate Virtual Environment

Local Development Utilities

Install uv

Install Pre-Commit

Install Dependencies

Update Dependencies

Run Tests

Contributing

Key dates

1 maintainer

Credits

Requires

Provides Extra

Download files

Source Distributions

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

File details

File metadata

File hashes

Provenance

Release history Release notifications | RSS feed