Problem Statement
Why do we use a virtual environment (venv) for a Python service?
Explanation
A virtual environment gives your project its own interpreter and site-packages. This avoids version conflicts with global packages and keeps builds reproducible.
It also makes deployments predictable: you freeze exact versions and recreate the same environment everywhere.
Code Solution
SolutionRead Only
python -m venv .venv source .venv/bin/activate # Windows: .venv\Scripts\activate pip install -r requirements.txt
