GLLM Inference

Description

A library containing components related to model inferences in Gen 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-inference

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-inference-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-inference

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.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.6.113.post1)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for glx-sre from gravatar.com glx-sre

Credits

Author: Henry Wicaksono

Requires

Python <3.14, >=3.11

Provides Extra

dev anthropic bedrock cohere datasaur google huggingface litellm livekit openai portkey-ai snowflake twelvelabs voyage xai

Report project as malware

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gllm_inference_binary-0.6.106-cp313-cp313-win_amd64.whl (2.6 MB view details)

Uploaded CPython 3.13Windows x86-64

gllm_inference_binary-0.6.106-cp313-cp313-manylinux_2_31_x86_64.whl (3.9 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.31+ x86-64

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Uploaded CPython 3.13macOS 13.0+ ARM64

gllm_inference_binary-0.6.106-cp312-cp312-win_amd64.whl (2.6 MB view details)

Uploaded CPython 3.12Windows x86-64

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Uploaded CPython 3.12manylinux: glibc 2.31+ x86-64

gllm_inference_binary-0.6.106-cp312-cp312-macosx_13_0_arm64.whl (3.0 MB view details)

Uploaded CPython 3.12macOS 13.0+ ARM64

gllm_inference_binary-0.6.106-cp311-cp311-win_amd64.whl (2.7 MB view details)

Uploaded CPython 3.11Windows x86-64

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Uploaded CPython 3.11manylinux: glibc 2.31+ x86-64

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