⌘K
NAME
STATUS
DESCRIPTION
STARS
SHIPMENT
COMMIT

Linter/Formatter

Ruff ↗
preferred
Pyright ↗
essential
Vulture ↗
essential
mypy ↗
legacy

CLI Tools

Typer ↗
preferred
Beaupy ↗
preferred
Textual ↗
preferred

UI/Output

Rich ↗
preferred
NiceGUI ↗
preferred
Reflex ↗
preferred
Streamlit ↗
essential

Networking

Litestar ↗
preferred
Sanic ↗
preferred
Robyn ↗
preferred
Granian ↗
preferred
FastAPI ↗
essential
curl_cffi ↗
essential
HTTPX ↗
essential

DB/ORM

SQLModel ↗
preferred
Tortoise ORM ↗
preferred
SQLAlchemy ↗
essential
Peewee ↗
legacy

Task/Queue

Taskiq ↗
preferred
Arq ↗
preferred
Dramatiq ↗
preferred
Celery ↗
essential

Data/Perf

Polars ↗
preferred
DuckDB ↗
preferred
Modin ↗
preferred
Ray ↗
preferred
Pydantic ↗
essential
NumPy ↗
essential

AI/ML

Smolagents ↗
preferred
AutoGen ↗
preferred
LangChain ↗
essential

Testing

pytest ↗
preferred
Hypothesis ↗
preferred
Playwright ↗
essential

Cloud/IaC

Pulumi ↗
preferred
Boto3 ↗
essential

Profiling/DevTools

Scalene ↗
preferred
Memray ↗
preferred
py-spy ↗
preferred
VizTracer ↗
preferred

Observability/Security

Loguru ↗
preferred
Logfire ↗
preferred
hvac ↗
essential

Utils

uv ↗
preferred
Scrapling ↗
preferred
MarkItDown ↗
essential
python-dotenv ↗
essential