GLLM Misc

Description

A library containing miscellaneous utilities and helper functions for Generative AI applications.

Installation

Prerequisites

Mandatory:

Python 3.11+ — Install here
pip — Install here
uv — Install here
gcloud CLI (for authentication) — Install here, then log in using:
```
gcloud auth login
```

Install from Artifact Registry

This 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-misc

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-misc

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-misc-binary 0.9.10

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-misc-binary 0.9.10
File	Interpreter	ABI	Platform	Reset
gllm_misc_binary-0.9.10-cp313-cp313-win_amd64.whl 273.8 kB Oct 8, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
gllm_misc_binary-0.9.10-cp313-cp313-manylinux_2_31_x86_64.whl 491.8 kB Oct 8, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.10-cp313-cp313-macosx_13_0_arm64.whl 291.4 kB Oct 8, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ ARM64	Details
gllm_misc_binary-0.9.10-cp312-cp312-win_amd64.whl 274.0 kB Oct 8, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
gllm_misc_binary-0.9.10-cp312-cp312-manylinux_2_31_x86_64.whl 491.3 kB Oct 8, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.10-cp312-cp312-macosx_13_0_arm64.whl 286.7 kB Oct 8, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ ARM64	Details
gllm_misc_binary-0.9.10-cp311-cp311-win_amd64.whl 277.3 kB Oct 8, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
gllm_misc_binary-0.9.10-cp311-cp311-manylinux_2_31_x86_64.whl 447.9 kB Oct 8, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.10-cp311-cp311-macosx_13_0_arm64.whl 284.8 kB Oct 8, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ ARM64	Details

Total release size: 3.1 MB

Release files / gllm_misc_binary-0.9.10-cp313-cp313-win_amd64.whl

Download URL	gllm_misc_binary-0.9.10-cp313-cp313-win_amd64.whl
Size	273.8 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`289691e2e0fe670617c08b56495196cf2d1ede3f4fdf06dba88c220bd84bad63`
BLAKE2b-256 checksum How to use checksums	`b7328b6258ae4b5e0cd140bba40db17f603e8d37850b5a93378cddb3342d1857`
Upload date	Oct 8, 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/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/2

Artifact

Subject: gllm_misc_binary-0.9.10-cp313-cp313-win_amd64.whl
SHA-256 checksum: 289691e2e0fe670617c08b56495196cf2d1ede3f4fdf06dba88c220bd84bad63 Verifying attestations

Release files / gllm_misc_binary-0.9.10-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.10-cp313-cp313-manylinux_2_31_x86_64.whl
Size	491.8 kB
Tags	CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`e1900ebcbbb11792be2d301e8b410a72f78018c2745a1c58d692000d1f72ae04`
BLAKE2b-256 checksum How to use checksums	`35e82f81e7854f114e213ea036527edf60185cf8cea25b1e35702759ece9e93c`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.10-cp313-cp313-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.10-cp313-cp313-macosx_13_0_arm64.whl
Size	291.4 kB
Tags	CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`5060cd26ffbf204652813e5632d76e7c262ec5a9e08c216563641f93b8a06d6f`
BLAKE2b-256 checksum How to use checksums	`eb8d7a6576b4da4e126887475c285535acab7ad0b05c50a66c3e9a3702b487a7`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.10-cp313-cp313-macosx_13_0_arm64.whl
SHA-256 checksum: 5060cd26ffbf204652813e5632d76e7c262ec5a9e08c216563641f93b8a06d6f Verifying attestations

Release files / gllm_misc_binary-0.9.10-cp312-cp312-win_amd64.whl

Download URL	gllm_misc_binary-0.9.10-cp312-cp312-win_amd64.whl
Size	274.0 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`d39e92ddc8dc94d55811093a9497aca356546b140efe15af6da2ddf8b53b23cf`
BLAKE2b-256 checksum How to use checksums	`144444687a809a56f93355c5d413de7de9dad01f4ecf50c12b7b1f109f6c35e0`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.10-cp312-cp312-win_amd64.whl
SHA-256 checksum: d39e92ddc8dc94d55811093a9497aca356546b140efe15af6da2ddf8b53b23cf Verifying attestations

Release files / gllm_misc_binary-0.9.10-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.10-cp312-cp312-manylinux_2_31_x86_64.whl
Size	491.3 kB
Tags	CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`e81235ce5206a4a45552b92bfcd4bb050bd92cceac4f5dc4465bee20d6c5a635`
BLAKE2b-256 checksum How to use checksums	`b8b3b9730733d0ee54bc11e840b13eaa2ffe1872c3f9fe94cab4800576a35874`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.10-cp312-cp312-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.10-cp312-cp312-macosx_13_0_arm64.whl
Size	286.7 kB
Tags	CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`6b83b1fb453c9b044cd2a24109a01c9f2cbed8180660bc17543cb8401940ecb0`
BLAKE2b-256 checksum How to use checksums	`32e1a5d82b3b1a16a4d523a376b8d6985d78002148d70c22e8b04609abd32a04`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.10-cp312-cp312-macosx_13_0_arm64.whl
SHA-256 checksum: 6b83b1fb453c9b044cd2a24109a01c9f2cbed8180660bc17543cb8401940ecb0 Verifying attestations

Release files / gllm_misc_binary-0.9.10-cp311-cp311-win_amd64.whl

Download URL	gllm_misc_binary-0.9.10-cp311-cp311-win_amd64.whl
Size	277.3 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`5280df9dd9eb581e0dfbbe4d7852229c776dc98649bdf51ca927588fd2919ddf`
BLAKE2b-256 checksum How to use checksums	`c63feeb5849d54e80bd212f4380493e537722c491d401e05876837d7382e0efc`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.10-cp311-cp311-win_amd64.whl
SHA-256 checksum: 5280df9dd9eb581e0dfbbe4d7852229c776dc98649bdf51ca927588fd2919ddf Verifying attestations

Release files / gllm_misc_binary-0.9.10-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.10-cp311-cp311-manylinux_2_31_x86_64.whl
Size	447.9 kB
Tags	CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`352f5d71405bbaec7dd232ada3b899ddbb36482ba9dce5535f546f0054043b69`
BLAKE2b-256 checksum How to use checksums	`1343ea898054b3ec7e58ce8786324d7d74093da344f5aa7d4f7ff79e93a50c46`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.10-cp311-cp311-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.10-cp311-cp311-macosx_13_0_arm64.whl
Size	284.8 kB
Tags	CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`b1eaee781090eadf3dc929737376659e81250e376b23592abc5f261b7313b3a7`
BLAKE2b-256 checksum How to use checksums	`f8002aa5c2affb51dadf7eeab988a92e183dd588bcbc5a52cbd1faf23f0fb3f4`
Upload date	Oct 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/GDP-ADMIN/gl-sdk
Publishing commit: github.com/GDP-ADMIN/gl-sdk/tree/7c66867193fe9380b9145156385119d83f7722a1

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/7c66867193fe9380b9145156385119d83f7722a1/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/37723330057/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.10-cp311-cp311-macosx_13_0_arm64.whl
SHA-256 checksum: b1eaee781090eadf3dc929737376659e81250e376b23592abc5f261b7313b3a7 Verifying attestations