GLLM Generation

Description

A library containing generation related components in Gen 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-generation

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-generation

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.

Release files for gllm-generation-binary 0.6.26

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-generation-binary 0.6.26
File	Interpreter	ABI	Platform	Reset
gllm_generation_binary-0.6.26-cp313-cp313-win_amd64.whl 773.3 kB Sep 25, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
gllm_generation_binary-0.6.26-cp313-cp313-macosx_13_0_arm64.whl 845.9 kB Sep 25, 2026	CPython 3.13	CPython 3.13	macOS 13.0+ ARM64	Details
gllm_generation_binary-0.6.26-cp312-cp312-win_amd64.whl 772.1 kB Sep 25, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
gllm_generation_binary-0.6.26-cp312-cp312-macosx_13_0_arm64.whl 822.7 kB Sep 25, 2026	CPython 3.12	CPython 3.12	macOS 13.0+ ARM64	Details
gllm_generation_binary-0.6.26-cp311-cp311-win_amd64.whl 802.2 kB Sep 25, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
gllm_generation_binary-0.6.26-cp311-cp311-macosx_13_0_arm64.whl 816.0 kB Sep 25, 2026	CPython 3.11	CPython 3.11	macOS 13.0+ ARM64	Details

Total release size: 4.8 MB

Release files / gllm_generation_binary-0.6.26-cp313-cp313-win_amd64.whl

Download URL	gllm_generation_binary-0.6.26-cp313-cp313-win_amd64.whl
Size	773.3 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`e9ed48b237c2629664f9df837a52579bdd0e7d302bf5c26926a3b34918c4a062`
BLAKE2b-256 checksum How to use checksums	`390a823b1e9c7e411c140350441a1706b213e91d972fdee4fdbfc7d76f0cbe41`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp313-cp313-win_amd64.whl
SHA-256 checksum: e9ed48b237c2629664f9df837a52579bdd0e7d302bf5c26926a3b34918c4a062 Verifying attestations

Release files / gllm_generation_binary-0.6.26-cp313-cp313-macosx_13_0_arm64.whl

Download URL	gllm_generation_binary-0.6.26-cp313-cp313-macosx_13_0_arm64.whl
Size	845.9 kB
Tags	CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`58bb422af6d7b191884da0a17676af5da0f243f1ff36e84bc5031e3bd00d1c9a`
BLAKE2b-256 checksum How to use checksums	`6c362d82f4cfd379e0642ef2c65fd524d336588d1e5c455071efa600d22aed19`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp313-cp313-macosx_13_0_arm64.whl
SHA-256 checksum: 58bb422af6d7b191884da0a17676af5da0f243f1ff36e84bc5031e3bd00d1c9a Verifying attestations

Release files / gllm_generation_binary-0.6.26-cp312-cp312-win_amd64.whl

Download URL	gllm_generation_binary-0.6.26-cp312-cp312-win_amd64.whl
Size	772.1 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`fa787b43deabb7d4de88cec4572bcdad290a35f6deed1fe72217ed6e74e319cc`
BLAKE2b-256 checksum How to use checksums	`f1992683ee60fc9122598c42b29198d99b2672452f1c64e78544be22209d84e5`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp312-cp312-win_amd64.whl
SHA-256 checksum: fa787b43deabb7d4de88cec4572bcdad290a35f6deed1fe72217ed6e74e319cc Verifying attestations

Release files / gllm_generation_binary-0.6.26-cp312-cp312-macosx_13_0_arm64.whl

Download URL	gllm_generation_binary-0.6.26-cp312-cp312-macosx_13_0_arm64.whl
Size	822.7 kB
Tags	CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`1955b8a27affd020b76bc4adfea8d998bd15c72f5a002fa7e5a82f786f0b2015`
BLAKE2b-256 checksum How to use checksums	`19eea1327e52db7a8ad7ff00f7be2286edd831e0f77a1c5d6e15b58a165d13be`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp312-cp312-macosx_13_0_arm64.whl
SHA-256 checksum: 1955b8a27affd020b76bc4adfea8d998bd15c72f5a002fa7e5a82f786f0b2015 Verifying attestations

Release files / gllm_generation_binary-0.6.26-cp311-cp311-win_amd64.whl

Download URL	gllm_generation_binary-0.6.26-cp311-cp311-win_amd64.whl
Size	802.2 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`01bb837385e1166f069b45dd7750f821b2fdc285e722603eb0183494c9580bf8`
BLAKE2b-256 checksum How to use checksums	`3418719cb44a2441fc9a2bf9f2d90f3e6580459d8ca71dff52d0131f55d2cb35`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp311-cp311-win_amd64.whl
SHA-256 checksum: 01bb837385e1166f069b45dd7750f821b2fdc285e722603eb0183494c9580bf8 Verifying attestations

Release files / gllm_generation_binary-0.6.26-cp311-cp311-macosx_13_0_arm64.whl

Download URL	gllm_generation_binary-0.6.26-cp311-cp311-macosx_13_0_arm64.whl
Size	816.0 kB
Tags	CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum How to use checksums	`fde88c4691a4332bedf9ea2b0c89080ec8d8a9c52c25473bde7602f6e096fd82`
BLAKE2b-256 checksum How to use checksums	`c0887eebaeb7cac337286633df05a7d6e0219be5567e4800152137182fdb489d`
Upload date	Sep 25, 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/957d94a6a6864f47c44db3b97867c5548f013331

Workflow

Publishing configuration: github.com/GDP-ADMIN/gl-sdk/blob/957d94a6a6864f47c44db3b97867c5548f013331/.github/workflows/build-binary.yml
Publishing logs: github.com/GDP-ADMIN/gl-sdk/actions/runs/36124333704/attempts/3

Artifact

Subject: gllm_generation_binary-0.6.26-cp311-cp311-macosx_13_0_arm64.whl
SHA-256 checksum: fde88c4691a4332bedf9ea2b0c89080ec8d8a9c52c25473bde7602f6e096fd82 Verifying attestations