matrice-inference
Common server utilities for Matrice.ai services
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-inferenceuv
uv add matrice-inferencepoetry
poetry add matrice-inferenceInstalling 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
Tags
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