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From Pip to UV: A Modern Take on Python Project Management (Part 1)
Data Science   Latest   Machine Learning

From Pip to UV: A Modern Take on Python Project Management (Part 1)

Last Updated on May 6, 2025 by Editorial Team

Author(s): Harshit Kandoi

Originally published on Towards AI.

From Pip to UV: A Modern Take on Python Project Management (Part 1)Image by Author

Package management has always been one of the most boring parts of coding, and often a frustrating part of Python development. Whether writing up a quick script or maintaining a real-world project, juggling pip, virtual environments, and dependency conflicts can feel a bit frustrating, especially for beginners or those who just want to get coding.

That’s where UV steps in.

UV is a modern, ultra-fast Python package manager built with Rust. It’s designed to be fast, intuitive, and practical. An alternative that removes the unnecessary complexity built up in traditional Python workflows. For developers, data scientists, students, or even hobbyists who are tired of waiting for pip install to go through dependencies or fighting with virtual environments, UV offers a surprisingly smooth experience.

This blog is for anyone who wants a simple, effective way to manage their Python projects using UV. You don’t have to understand Rust, you don’t have to learn its architecture. If you’ve ever wished that maybe Python packaging could be smoother, you’re in the right place.

We’ll walk through what UV is, how it works, why it’s faster, and how you can start using it in your projects right away. Everything will be in plain English and without… Read the full blog for free on Medium.

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