---
id: gllm-inference-binary
version: "0.6.116"
license: unclear
license_treatment: unclear
maintenance: active
---

# gllm-inference-binary — A library containing components related to model inferences in Gen AI applications.

License: unclear · Maintenance: active · Downloads: 148.3K/mo

## What it is and what it does

GLLM Inference is a library for building generative AI inference components. It bundles a large set of dependencies—including langchain, numpy, pandas, aiohttp, and audio/video processing libraries—to support model invocation, data handling, and integration in Gen AI applications. The package is distributed as a binary wheel on PyPI, meaning the compiled code is included but source code is not.

The library targets Python 3.11 and later and is actively maintained. It has 21 runtime dependencies, which provides broad capability but also increases install complexity and potential compatibility surface. Installation from PyPI is straightforward; alternative installation from an internal Artifact Registry requires gcloud authentication.

Use it for:

- Building inference pipelines that invoke language models within larger Gen AI applications.
- Integrating LLM inference with data processing workflows using pandas and numpy.
- Handling multimodal inputs (audio, video, text) in inference scenarios via av and sounddevice.
- Constructing async inference services using aiohttp and aiofiles for concurrent request handling.

## Worth the install?

AI-flagged interpretation of the facts above — verify before relying.

Provides inference components and utilities for generative AI applications, including model invocation, data processing, and integration with LLM frameworks.

Yes, if you are building Gen AI inference components and can accept the license ambiguity and 21-dependency footprint. The package is actively maintained, has no known vulnerabilities, and covers a broad inference use case. However, verify the license terms first and confirm that the binary-only distribution meets your source-code requirements.

## Install

pip install gllm-inference-binary
uv add gllm-inference-binary
poetry add gllm-inference-binary

## Installing gllm-inference-binary

Before you install: Medium install friction due to 21 runtime dependencies spanning async HTTP, data processing, audio/video handling, and LLM frameworks. Actively maintained with recent releases. Binary wheels available for Python 3.11–3.13 on macOS, Linux, and Windows.

License in practice: License status is unclear—no SPDX identifier or raw license text provided. Verify licensing terms before use in proprietary or restricted contexts.

Quickstart:

pip install gllm-inference-binary

import gllm_inference_binary
# Use inference components from the library

Requires Python 3.11 or later. Binary wheel installation means no source code is included; source-based installation requires gcloud authentication and access to internal Artifact Registry.

Verify before relying:

- What specific inference workflows or model types does this library support?
- Does it provide pre-built inference pipelines or only low-level components?
- What is the actual license governing this package?

## Package facts

- License: not declared (unclear)
- Python support: supports_current
- Install friction: medium
- Maintenance: active
- Downloads: 148.3K/month (top 15,000 on PyPI)
- Known vulnerabilities: none known

## Tags

gen ai inference library, llm model inference components, generative ai application framework, ai model integration utilities, inference pipeline for language models, llm-inference, generative-ai, async-http

[View on SkillFed](https://skillfed.io/packages/gllm-inference-binary) · [View on PyPI](https://pypi.org/project/gllm-inference-binary/)