Skip to main content

GLLM Core

Description

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


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
    

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

  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-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 0.4.58

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 0.4.58
File
gllm_core_binary-0.4.58-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
gllm_core_binary-0.4.58-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_core_binary-0.4.58-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
gllm_core_binary-0.4.58-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
gllm_core_binary-0.4.58-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_core_binary-0.4.58-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
gllm_core_binary-0.4.58-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
gllm_core_binary-0.4.58-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details
gllm_core_binary-0.4.58-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details

Total release size: 9.1 MB

Release files / gllm_core_binary-0.4.58-cp313-cp313-win_amd64.whl

Download URL gllm_core_binary-0.4.58-cp313-cp313-win_amd64.whl
Size 861.1 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
f7e459cd1d85b3eb42449e60865a740d1dd1f92fc46bd46988af874e6c7a6a59
BLAKE2b-256 checksum
How to use checksums
096184f5925b3cd3bd94e1d55853d9293369188316923c17c2c7304e9f6643a6
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 Oct 14, 2026.

Transparency log

Release files / gllm_core_binary-0.4.58-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL gllm_core_binary-0.4.58-cp313-cp313-manylinux_2_31_x86_64.whl
Size 1.3 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
5c65d72218e6e164f1414e54fa9ccef3e78022d2ce1bace2be123997efbe9371
BLAKE2b-256 checksum
How to use checksums
6c0ea0063540882cc41a304ee12a23c8a355181ce50d3c52d8659d87c19f69b5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_core_binary-0.4.58-cp313-cp313-macosx_13_0_arm64.whl

Download URL gllm_core_binary-0.4.58-cp313-cp313-macosx_13_0_arm64.whl
Size 943.0 kB
Tags CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
3d9b92258d89fdde006c1d823a1b0617ac9522a4862fd5f9b4335677ece356d9
BLAKE2b-256 checksum
How to use checksums
7b36820ae3653d99d98a80df78f839f3f4e37e5a2a837ec2bc72085a9ca002cc
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 Oct 14, 2026.

Transparency log

Release files / gllm_core_binary-0.4.58-cp312-cp312-win_amd64.whl

Download URL gllm_core_binary-0.4.58-cp312-cp312-win_amd64.whl
Size 857.8 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
8eba0a52f6ba72985389be7134ad85901ac451f7a702c7be02667325342f6ee0
BLAKE2b-256 checksum
How to use checksums
2ef64667051264883ac55f35b8b3a28fccc1a149e57b29b106a2ca94b1695439
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 Oct 14, 2026.

Transparency log

Release files / gllm_core_binary-0.4.58-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL gllm_core_binary-0.4.58-cp312-cp312-manylinux_2_31_x86_64.whl
Size 1.3 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
21fafb98c77c6b61f1d6e45819a2e943caffff1b4470ab34143f84e961f54608
BLAKE2b-256 checksum
How to use checksums
19ff12f91cdde3ad610dca72b0fb56c2d20ccc11e24705e1fd087346eaae9e22
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_core_binary-0.4.58-cp312-cp312-macosx_13_0_arm64.whl

Download URL gllm_core_binary-0.4.58-cp312-cp312-macosx_13_0_arm64.whl
Size 914.9 kB
Tags CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
fd1acea5322a71216294bf340220947cd99c67f0f540823c4d73c07a13ab638c
BLAKE2b-256 checksum
How to use checksums
27b1ed658a2e25b17eabff69303020e165bdd0d03aae643ad3760f146b4da563
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 Oct 14, 2026.

Transparency log

Release files / gllm_core_binary-0.4.58-cp311-cp311-win_amd64.whl

Download URL gllm_core_binary-0.4.58-cp311-cp311-win_amd64.whl
Size 889.7 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
a79efe4083c0a222429124beefb98e0e542cf1bd3af57f0a38f9466d1c5a5a99
BLAKE2b-256 checksum
How to use checksums
002fbfb144186d1f3aaa256c86f1a3ccb6b6d281acab159fdd6bd8fe8cf0279d
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 Oct 14, 2026.

Transparency log

Release files / gllm_core_binary-0.4.58-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL gllm_core_binary-0.4.58-cp311-cp311-manylinux_2_31_x86_64.whl
Size 1.2 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
25dc1efea040d003bfbc9b7e7a1b82425303165ee40f0db7552027ad64509d83
BLAKE2b-256 checksum
How to use checksums
9a4b05a61faf20b6d78e4e3e8883f4a41a8b5bc3a466dbb9bc6a5cb2accc674d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_core_binary-0.4.58-cp311-cp311-macosx_13_0_arm64.whl

Download URL gllm_core_binary-0.4.58-cp311-cp311-macosx_13_0_arm64.whl
Size 908.0 kB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
dae14ccab3b2228d94ca390fd7df7f4b76f3216637bfd8437e09de0d99cab795
BLAKE2b-256 checksum
How to use checksums
f5fe75e635db8e61c318f2ddfd2c3b9ef7d0fcdb4270a6790d273c6f44a2bd0f
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 Oct 14, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.4.58 This release

9 release files

0.4.57

9 release files

0.4.50

9 release files

0.4.45

9 release files

0.4.44

9 release files

0.4.43

9 release files

0.4.38

9 release files

0.4.35

9 release files

0.4.34

9 release files

0.4.33

9 release files

0.4.32

9 release files

0.4.31

9 release files

0.4.30

9 release files

0.4.29

9 release files

0.4.28

9 release files

0.4.27

9 release files

0.4.26

9 release files

0.4.24

9 release files

0.4.23

9 release files

0.4.22

9 release files

0.4.21

9 release files

0.4.20

9 release files

0.4.19

9 release files

0.4.18

9 release files

0.4.17

9 release files

0.4.14

9 release files

0.4.13

9 release files

0.4.12

9 release files

0.4.11

9 release files

0.4.10

9 release files

0.4.9

9 release files

0.4.8

9 release files

0.4.7

9 release files

0.4.6

9 release files

0.4.5

9 release files

0.4.4

3 release files

0.4.2

12 release files

0.4.1

12 release files

0.4.0

6 release files

0.3.36

5 release files

0.3.34

9 release files

0.3.33

9 release files

0.3.32

9 release files

0.3.9

12 release files

0.3.8

12 release files

0.3.7

12 release files

0.3.6

12 release files

0.3.5

12 release files

0.3.4

12 release files

0.3.3

12 release files

0.3.2

12 release files

0.3.0

1 release file

0.2.18

8 release files

0.2.8

11 release files

0.0.0

2 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