Pre-release

This release is a pre-release and may not be stable for production use.

GLLM Core

Description

A core library providing foundational components and utilities for Generative AI applications.

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
```

Option 1: 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-core

Option 2: Install from PyPI

This option requires no authentication. However, it installs the binary wheel version of the package, which is fully usable but does not include source code.

uv pip install gllm-core-binary

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-core

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-core-binary 0.4.48b2

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

Built distributions (wheels)

Table of built distributions (wheels) for gllm-core-binary 0.4.48b2
File	Interpreter	ABI	Platform	Reset
gllm_core_binary-0.4.48b2-cp313-cp313-manylinux_2_31_x86_64.whl 1.1 MB Sep 4, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.31+ x86-64	Details
gllm_core_binary-0.4.48b2-cp312-cp312-manylinux_2_31_x86_64.whl 1.1 MB Sep 4, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.31+ x86-64	Details
gllm_core_binary-0.4.48b2-cp312-cp312-macosx_13_0_arm64.whl 809.0 kB Sep 4, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ ARM64	Details
gllm_core_binary-0.4.48b2-cp311-cp311-manylinux_2_31_x86_64.whl 1.0 MB Sep 4, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.31+ x86-64	Details

Total release size: 4.1 MB

Release files / gllm_core_binary-0.4.48b2-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL	gllm_core_binary-0.4.48b2-cp313-cp313-manylinux_2_31_x86_64.whl
Size	1.1 MB
Tags	CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`cf9fac009de0278bf3ddb42d9c60acdaa2bb0c24c7a33e15b468a9f1474403cd`
BLAKE2b-256 checksum How to use checksums	`eb5a74e72368db78f199b882ccaa985c8e55c7e7b47c31e30ac66832e7869492`
Upload date	Sep 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_core_binary-0.4.48b2-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL	gllm_core_binary-0.4.48b2-cp312-cp312-manylinux_2_31_x86_64.whl
Size	1.1 MB
Tags	CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`711956e63b26e77d1f48ed51a9d6559ea49fdcdc9900a3d45d84286fd24ee574`
BLAKE2b-256 checksum How to use checksums	`f99fe710f0eb5e03826018bef82fead0c030cd32d76044064dee90d07e627754`
Upload date	Sep 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_core_binary-0.4.48b2-cp312-cp312-macosx_13_0_arm64.whl

Download URL	gllm_core_binary-0.4.48b2-cp312-cp312-macosx_13_0_arm64.whl
Size	809.0 kB
Tags	CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`9a818fb3c621511271b7a968d99088372fdd7fd833876a642003830f4caf97fd`
BLAKE2b-256 checksum How to use checksums	`243926b172aa74ec1087636dc4de9c1f30c6b31c9985f9e30ec1442f2d5faca5`
Upload date	Sep 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/0697f36184a77869e3e6a2d3d0f72b35538e9424

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/0697f36184a77869e3e6a2d3d0f72b35538e9424/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/33853723834/attempts/1

Artifact

Subject: gllm_core_binary-0.4.48b2-cp312-cp312-macosx_13_0_arm64.whl
SHA-256 checksum: 9a818fb3c621511271b7a968d99088372fdd7fd833876a642003830f4caf97fd Verifying attestations

Release files / gllm_core_binary-0.4.48b2-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL	gllm_core_binary-0.4.48b2-cp311-cp311-manylinux_2_31_x86_64.whl
Size	1.0 MB
Tags	CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`3b2d9b74f5e34a60b2c189a23c5ae3b83d24c7de69f1814587036e0692bb18ed`
BLAKE2b-256 checksum How to use checksums	`ee0d9ea21332287a46bfa640f5989e024f83c359c4cbfb64f4927d6beb817481`
Upload date	Sep 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`