How to avoid conflicts when importing modules in Python?

Use a virtual environment (venv or conda). Apply relative imports within packages. Prefer absolute imports in scripts. Follow PEP 8 and other coding style guidelines for clarity. Avoid cyclic imports by refactoring code or using lazy imports.

Example of a relative import:

# inside my_package/submodule.py
from .another_module import some_function

Example of an absolute import:

# inside my_package/main.py
from my_package.utils import helper_function

Differences between absolute and relative imports:

Import Type	Purpose	Where to use	Advantages	Disadvantages
Absolute	Import from package or module	Scripts, external packages	Clarity, portability	Long paths for internal modules
Relative	Import within a package	Internal package modules	Conciseness	Less clarity outside package context