Skip to main content

GLLM Misc

Description

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


Installation

Prerequisites

Mandatory:

  1. Python 3.11+ — Install here
  2. pip — Install here
  3. uv — Install here
  4. 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

  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-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 0.9.7.post1

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 0.9.7.post1
File
gllm_misc_binary-0.9.7.post1-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
gllm_misc_binary-0.9.7.post1-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_misc_binary-0.9.7.post1-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
gllm_misc_binary-0.9.7.post1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
gllm_misc_binary-0.9.7.post1-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_misc_binary-0.9.7.post1-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
gllm_misc_binary-0.9.7.post1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
gllm_misc_binary-0.9.7.post1-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details
gllm_misc_binary-0.9.7.post1-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details

Total release size: 3.1 MB

Release files / gllm_misc_binary-0.9.7.post1-cp313-cp313-win_amd64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp313-cp313-win_amd64.whl
Size 274.0 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
69ac35574e00ecec6a219d78aca387992cabd13058732b169c82454199dcd0bd
BLAKE2b-256 checksum
How to use checksums
c898c026b8cbcec941486f2a07e3002806784c5f38b86dc16ddd81eecc8f941f
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / gllm_misc_binary-0.9.7.post1-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL gllm_misc_binary-0.9.7.post1-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
f124ecf367e71642442840dfab10e9a374b4c05ef037ca6a57e9a8cd8c461652
BLAKE2b-256 checksum
How to use checksums
25754b1fcb40635a798acc4b09b7043537426b59fcc46980631f6d85ecfefb3a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_misc_binary-0.9.7.post1-cp313-cp313-macosx_13_0_arm64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp313-cp313-macosx_13_0_arm64.whl
Size 291.5 kB
Tags CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
9b5dbf8a844eb0693e5e411accf30018ae993b90a01dbefb799aa1d92d17fe65
BLAKE2b-256 checksum
How to use checksums
7bbc6ee56dc9ed413546681e72a4a5d8801701f463e32475d1a9248b3b05da62
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / gllm_misc_binary-0.9.7.post1-cp312-cp312-win_amd64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp312-cp312-win_amd64.whl
Size 274.2 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
5aa7504dd65a12afe43d9739da00217c682670cc7fb749d4c435e52f4bdd063c
BLAKE2b-256 checksum
How to use checksums
db4a17b1d259fb337655e546a3561efc8de5778ef44520e6089d61dcdde407b7
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / gllm_misc_binary-0.9.7.post1-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp312-cp312-manylinux_2_31_x86_64.whl
Size 491.4 kB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
6f83fee3392a3093e6f7f5db98df42d8d6e6e877bcb6988cee8bc288eca3bd56
BLAKE2b-256 checksum
How to use checksums
3561e827814f3180738e1b02fee6394b0a83d9145ec3ed5956666e468464f1a2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_misc_binary-0.9.7.post1-cp312-cp312-macosx_13_0_arm64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp312-cp312-macosx_13_0_arm64.whl
Size 286.8 kB
Tags CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
e77f0011ea99feb4d7c658d208c59c649fae2ef815e74e810dfc98b93e7c3eb4
BLAKE2b-256 checksum
How to use checksums
68c19ff692174465992f6dacae3a5849dc98b52ec599a20f5014f4dbf088df46
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / gllm_misc_binary-0.9.7.post1-cp311-cp311-win_amd64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp311-cp311-win_amd64.whl
Size 277.6 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
db56fb0f999cda77ae30ac480b43314380d8d6371e1ed3750202830c377dc473
BLAKE2b-256 checksum
How to use checksums
0b3fd01c197cccbd19288f416978e8cb9293c4383355ec42fa722c726fb7caab
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / gllm_misc_binary-0.9.7.post1-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp311-cp311-manylinux_2_31_x86_64.whl
Size 448.1 kB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
9b60d17044b5eb46819b2f3a4e737af05d54d91892bf421e0938284e5cb0051b
BLAKE2b-256 checksum
How to use checksums
6d20bd12e507657e0dce1f2fd202ee3247dfc1e06a1f5a3b4c96e9e157d1af81
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_misc_binary-0.9.7.post1-cp311-cp311-macosx_13_0_arm64.whl

Download URL gllm_misc_binary-0.9.7.post1-cp311-cp311-macosx_13_0_arm64.whl
Size 285.0 kB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
1e5a3ecd7d7729a8ee78b59c5bb600c6aa653fda203e36f4982bbf3d998d39b1
BLAKE2b-256 checksum
How to use checksums
d61b3467e4b71aa2545ac251af0c88bfe994c30a8b2b7fd0c45093c4b9143078
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release history Release notifications | RSS feed

0.9.9

9 release files

0.9.8

9 release files

This release

0.9.7.post1 This release

9 release files

0.9.7

9 release files

0.9.6

9 release files

0.9.5

6 release files

0.9.4

6 release files

0.8.8

8 release files

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