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 0.9.8

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 0.9.8
File	Interpreter	ABI	Platform	Reset
gllm_misc_binary-0.9.8-cp313-cp313-win_amd64.whl 273.9 kB Sep 23, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
gllm_misc_binary-0.9.8-cp313-cp313-manylinux_2_31_x86_64.whl 491.9 kB Sep 23, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.8-cp313-cp313-macosx_13_0_arm64.whl 291.4 kB Sep 23, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ ARM64	Details
gllm_misc_binary-0.9.8-cp312-cp312-win_amd64.whl 274.1 kB Sep 23, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
gllm_misc_binary-0.9.8-cp312-cp312-manylinux_2_31_x86_64.whl 491.3 kB Sep 23, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.8-cp312-cp312-macosx_13_0_arm64.whl 286.7 kB Sep 23, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ ARM64	Details
gllm_misc_binary-0.9.8-cp311-cp311-win_amd64.whl 277.5 kB Sep 23, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
gllm_misc_binary-0.9.8-cp311-cp311-manylinux_2_31_x86_64.whl 448.0 kB Sep 23, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.31+ x86-64	Details
gllm_misc_binary-0.9.8-cp311-cp311-macosx_13_0_arm64.whl 284.9 kB Sep 23, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ ARM64	Details

Total release size: 3.1 MB

Release files / gllm_misc_binary-0.9.8-cp313-cp313-win_amd64.whl

Download URL	gllm_misc_binary-0.9.8-cp313-cp313-win_amd64.whl
Size	273.9 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`a090b053f56e7f6f703082f96f62027d3d7a1c7c756756437e29fd50ce1c7c1e`
BLAKE2b-256 checksum How to use checksums	`e8c3fa9e8fa0ec3676f7951e2150e1982f4cfb4c692bc2616bea223d510ce11b`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp313-cp313-win_amd64.whl
SHA-256 checksum: a090b053f56e7f6f703082f96f62027d3d7a1c7c756756437e29fd50ce1c7c1e Verifying attestations

Release files / gllm_misc_binary-0.9.8-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.8-cp313-cp313-manylinux_2_31_x86_64.whl
Size	491.9 kB
Tags	CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`3d0a689e2261db6fe3a5e1b6ffd75d85251effbdbf19a19ec150fc8f233ec355`
BLAKE2b-256 checksum How to use checksums	`0399184ef3cfbca0ca0369784bfacae55a6939fca172260cc6ab9202493cf70e`
Upload date	Sep 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.8-cp313-cp313-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.8-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	`55880ac419ebd2caf54a561c345cf181bde89b5922082fe6a53ff8a170a15909`
BLAKE2b-256 checksum How to use checksums	`ce2b20f11c7730d553f483fce839710408541484ffa05ea11fa2d754ee970c5c`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp313-cp313-macosx_13_0_arm64.whl
SHA-256 checksum: 55880ac419ebd2caf54a561c345cf181bde89b5922082fe6a53ff8a170a15909 Verifying attestations

Release files / gllm_misc_binary-0.9.8-cp312-cp312-win_amd64.whl

Download URL	gllm_misc_binary-0.9.8-cp312-cp312-win_amd64.whl
Size	274.1 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`42f4a2713e92c4283f80fd138eac0cf80f1c7e6a0a6c7c483d2e11922727763e`
BLAKE2b-256 checksum How to use checksums	`d82a1601b86da1fc56285fb21dc3e0aa0ecfdd744ac07a9df3ad81e32e063aa7`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp312-cp312-win_amd64.whl
SHA-256 checksum: 42f4a2713e92c4283f80fd138eac0cf80f1c7e6a0a6c7c483d2e11922727763e Verifying attestations

Release files / gllm_misc_binary-0.9.8-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.8-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	`19339b68e83a4ffe2c81669ef3da5aefe492758aea241ebcafa08ee0b7827fe9`
BLAKE2b-256 checksum How to use checksums	`bac17752f87436ed0c32aa6b734e3616a534c16da65ab589463c03fddd52d642`
Upload date	Sep 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.8-cp312-cp312-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.8-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	`683c7d122aaeba25cbb3339b513aee087ee08df120b16f01ee661058a77d3fa8`
BLAKE2b-256 checksum How to use checksums	`0b795f3fd3b06162cdcf9b7e5b6c680fb8216fe10398a35e8c722a956d27e3d8`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp312-cp312-macosx_13_0_arm64.whl
SHA-256 checksum: 683c7d122aaeba25cbb3339b513aee087ee08df120b16f01ee661058a77d3fa8 Verifying attestations

Release files / gllm_misc_binary-0.9.8-cp311-cp311-win_amd64.whl

Download URL	gllm_misc_binary-0.9.8-cp311-cp311-win_amd64.whl
Size	277.5 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`88c0da99bdaf3f1f174ad9be88e9bd33a6328583983e21c4b3e3c59776df8ddc`
BLAKE2b-256 checksum How to use checksums	`5a4de64be409dd9cd24a043244c67cf1b57a1e8ac121c7a75d95e7d04b535d1c`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp311-cp311-win_amd64.whl
SHA-256 checksum: 88c0da99bdaf3f1f174ad9be88e9bd33a6328583983e21c4b3e3c59776df8ddc Verifying attestations

Release files / gllm_misc_binary-0.9.8-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL	gllm_misc_binary-0.9.8-cp311-cp311-manylinux_2_31_x86_64.whl
Size	448.0 kB
Tags	CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum How to use checksums	`fee62b9d317e05651312a54f69216f608050e7891597fed6d7b09904123ea7ca`
BLAKE2b-256 checksum How to use checksums	`9e8314f8efbe1d88f409d04e077db24a74f235523bb4bd69a3d2200d4b1fb147`
Upload date	Sep 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`uv/0.8.24`

Release files / gllm_misc_binary-0.9.8-cp311-cp311-macosx_13_0_arm64.whl

Download URL	gllm_misc_binary-0.9.8-cp311-cp311-macosx_13_0_arm64.whl
Size	284.9 kB
Tags	CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`387f291bf3c25e57579e4d9c3af795f28da226910740e46c11adc73f95c8484a`
BLAKE2b-256 checksum How to use checksums	`17043d28d154a000d133a183c69df9774d99323e60f6d327da966584ac9457be`
Upload date	Sep 23, 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/e7851387dc8009927c5c60d0f414700e382f2deb

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/e7851387dc8009927c5c60d0f414700e382f2deb/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/35815015611/attempts/1

Artifact

Subject: gllm_misc_binary-0.9.8-cp311-cp311-macosx_13_0_arm64.whl
SHA-256 checksum: 387f291bf3c25e57579e4d9c3af795f28da226910740e46c11adc73f95c8484a Verifying attestations