---
id: matrice-inference
version: "1.0.0"
license: MIT
license_treatment: permissive
maintenance: active
---

# matrice-inference — Common server utilities for Matrice.ai services

License: permissive · Maintenance: active · Downloads: 2.1M/mo

## What it is and what it does

matrice-inference is a utility library designed for Matrice.ai services, packaged as a compiled wheel distribution. It provides common server-side utilities and is built with mypyc, a static compiler for Python that can improve performance of compute-intensive code paths. The package supports Python 3.8 through 3.12 and is typed, making it suitable for integration into larger typed Python projects.

The library is in Beta development status and has seen active maintenance with a recent release. It carries no known security vulnerabilities and has low installation friction as a pure wheel. The package is intended for developers building services within the Matrice.ai ecosystem who need shared, performant utility functions.

Use it for:

- Use as a shared utility library in Matrice.ai microservices to reduce code duplication
- Leverage mypyc-compiled functions for performance-critical server-side operations
- Integrate with existing Matrice.ai infrastructure for consistent utility implementations

## Worth the install?

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

Provides common server utilities for Matrice.ai services, compiled with mypyc for performance.

Yes, if you are developing Matrice.ai services and need the specific utilities this library provides. The low install friction, active maintenance, MIT license, and mypyc compilation make it a reasonable choice for that use case. However, the Beta status and sparse public documentation mean you should verify the specific utilities match your needs before adopting it as a dependency.

## Install

pip install matrice-inference
uv add matrice-inference
poetry add matrice-inference

## Installing matrice-inference

Before you install: Low install friction with a pure wheel distribution. Active maintenance status with a recent release cycle (16 days since last update).

License in practice: MIT license permits unrestricted use, modification, and distribution with minimal restrictions.

Quickstart:

pip install matrice-inference
import matrice_inference

Verify before relying:

- What specific server utilities are included and their intended use cases
- Whether mypyc compilation provides meaningful performance gains for typical workloads
- API stability and backward compatibility guarantees given Beta development status

## Package facts

- License: MIT (permissive)
- Python support: supports_current
- Install friction: low
- Maintenance: active
- Downloads: 2.1M/month (top 5,000 on PyPI)
- Known vulnerabilities: none known

## Tags

matrice server utilities, matrice.ai inference utilities, python server utilities compiled, mypyc compiled utilities, matrice common libraries, server-utilities, mypyc-compiled

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