Skip to main content
Loss of provenance

A previous release had provenance metadata, but this release does not. View details.

GLLM Multimodal

Description

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

Installation

Prerequisites

Mandatory:

  1. Python 3.11+ — Install here
  2. pip — Install here
  3. uv — Install here

Extras (required only for Artifact Registry installations):

  1. 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

  1. Python 3.11+ — Install here

  2. pip — Install here

  3. uv — Install here

  4. gcloud CLI — Install here, then log in using:

    gcloud auth login
    
  5. Git — Install here

  6. 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.

Metadata

Release files for gllm-multimodal-binary 0.3.50.post2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Loss of provenance

These files do not have provenance metadata, despite files in a prior release including this data.

We recommend further investigation before installing these files. View details.

Built distributions (wheels)

Table of built distributions (wheels) for gllm-multimodal-binary 0.3.50.post2
File Interpreter ABI Platform
gllm_multimodal_binary-0.3.50.post2-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_multimodal_binary-0.3.50.post2-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_multimodal_binary-0.3.50.post2-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details

Total release size: 8.5 MB

Release files / gllm_multimodal_binary-0.3.50.post2-cp313-cp313-manylinux_2_31_x86_64.whl

Loss of provenance

This file belongs to a release without provenance metadata, despite a prior release including this data.

We recommend further investigation before installing this file. View details.

Download URL gllm_multimodal_binary-0.3.50.post2-cp313-cp313-manylinux_2_31_x86_64.whl
Size 2.9 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
ace6993a5e94f5d83c7bf4bdf5fa1ba91a2473ebc83cf9598e678a4e8397ae84
BLAKE2b-256 checksum
How to use checksums
932df5a51741335c46e39a42c97e8f25ea5c966ae4eff2d50ba916c36a21c3fa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_multimodal_binary-0.3.50.post2-cp312-cp312-manylinux_2_31_x86_64.whl

Loss of provenance

This file belongs to a release without provenance metadata, despite a prior release including this data.

We recommend further investigation before installing this file. View details.

Download URL gllm_multimodal_binary-0.3.50.post2-cp312-cp312-manylinux_2_31_x86_64.whl
Size 2.9 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
32c47c0ad3224ba7c28880227aeb62eea53bea309552ba6173be63b93e293a2a
BLAKE2b-256 checksum
How to use checksums
31356713826e12e18aa6bb69daa0880103759588e364989f380b8c958a50afd9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_multimodal_binary-0.3.50.post2-cp311-cp311-manylinux_2_31_x86_64.whl

Loss of provenance

This file belongs to a release without provenance metadata, despite a prior release including this data.

We recommend further investigation before installing this file. View details.

Download URL gllm_multimodal_binary-0.3.50.post2-cp311-cp311-manylinux_2_31_x86_64.whl
Size 2.7 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
8ae2127f745ca26ed5e563739c388e685e256c856678c3e9e4d54bb3afa9677f
BLAKE2b-256 checksum
How to use checksums
a3d41a0d64369d174e247169835d984fb77ed2295660dee4e14e36929f0197f2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Security for gllm-multimodal-binary 0.3.50.post2

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Loss of provenance

A previous release of these files had provenance metadata, but this release does not.

While this could reflect a routine change by the project maintainers, it may also indicate that the release files have been compromised.

Release comparison

  • Removed 0.3.48 9 files Partial provenance
  • Added 0.3.50.post2 3 files Without provenance

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Release history Release notifications | RSS feed

This release
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page