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Tox allows us to easily run pytest against multiple Python versions to ensure compatibility. With this PR, we identified that the core functionality of TapeAgents is also compatible with Python 3.11 and 3.12 (official support is 3.10). However, there are dependency issues when upgrading to Python 3.13.
The test refactoring aligns the tests with their required dependencies:
Mypy comes easily with tox, maybe pyright would be a better fit, that will be finish in another PR.