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Migrate to package manager uv #28

Description

@eugengi

Overview

Based on the docs, uv provides different interfaces to achieve distinct goals, which can be used independently or collectively. This migration uses the pip-compatible interface to get faster dependency resolution. However, after tinkering with uv, I've observed a full migration - adopting other interfaces like scripts, projects, and utility - solves for current dependency management issues (see issue #29).

This migration will be rolled out incrementally, with increments broken down into tasks or sub-issues. Initially, uv should be set up alongside pip as each iteration implements a uv interface and phases out pip invocations across core and distinct parts of the repo: requirements, Docker, Makefile, GitHub Actions, etc.

Outcome

Incrementally migrate to fully use uv as the repo's package manager, effectively replacing pip while learning the caveats/tradeoffs and ensuring nothing breaks.

ℹ See sub-issues to track the progress of this migration.

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