# Semantic Kernel for Python

Use this reference when the target project is written in Python.

## Authoritative sources

- Repository: <https://github.com/microsoft/semantic-kernel/tree/main/python>
- Samples: <https://github.com/microsoft/semantic-kernel/tree/main/python/samples>

## Python-specific guidance

- Use modern async patterns throughout kernel operations.
- Add type hints and keep APIs explicit even in dynamic code.
- Follow standard Python packaging and environment practices for dependencies and tooling.
- Check the latest Python samples before introducing new APIs, plugins, or orchestration patterns.