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matrice-inference

Common server utilities for Matrice.ai services

matrice-inference v1.0.0 2.1M downloads/30d#3,275 on PyPI
Permissive license MIT Active released

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 on this page — 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

matrice-inference on PyPI

pip

pip install matrice-inference

uv

uv add matrice-inference

poetry

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 the current Python release (>=3.8)
Install friction low — pure-Python wheel
Runtime dependencies none
Maintenance actively maintained — 16 days since the last release
First released
Downloads 2,122,940/month — #3,275 on PyPI (30-day window, as of 2026-08-14)
Known vulnerabilities none known (OSV.dev, checked 2026-08-14)

Evidence: matrice_inference-1.0.0-py3-none-any.whl

Keywords: matrice, inference, utilities, mypyc, compiled

Development Status :: 4 - BetaIntended Audience :: DevelopersOperating System :: MacOSOperating System :: Microsoft :: WindowsOperating System :: OS IndependentOperating System :: POSIX :: LinuxProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.8Programming Language :: Python :: 3.9Topic :: Software Development :: Libraries :: Python ModulesTyping :: Typed

Tags

matrice server utilitiesmatrice.ai inference utilitiespython server utilities compiledmypyc compiled utilitiesmatrice common libraries
server-utilitiesmypyc-compiled

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