Covers Pydantic for API input and config, Pandera for dataframes, and jsonschema for JSON Schema validation.
Co-Authored-By: Claude <noreply@anthropic.com>
Covers pytest as the default, a how-to-choose item per README subcategory, and a guide on Hypothesis, Playwright, tox/Nox, mocks, and coverage.
Co-Authored-By: Claude <noreply@anthropic.com>
Covers librosa for audio analysis, MoviePy for scripted video editing, VidGear for real-time video, Mutagen vs tinytag for tag read/write and licensing, and beets as a CLI tag/organization tool.
Co-Authored-By: Claude <noreply@anthropic.com>
Covers OpenCV as the default, Ultralytics YOLO for detection/segmentation/pose models and its AGPL-3.0/Enterprise License terms, Kornia for GPU-batch vision ops, FiftyOne for dataset curation, and pytesseract vs EasyOCR for OCR.
Co-Authored-By: Claude <noreply@anthropic.com>
Ruff for linting and formatting, a type checker alongside it, and pre-commit to run them, with per-tool guidance sourced from each project's own docs.
Co-Authored-By: Claude <noreply@anthropic.com>
Explains when to pick Wagtail (developer-defined page types) versus
django CMS (editors composing pages live), based on each project's
own documentation.
Co-Authored-By: Claude <noreply@anthropic.com>
7 of its 13 items carried links while the other intros' lists carry none, and the entry table already links every project.
Co-Authored-By: Claude <noreply@anthropic.com>
The list had 22 items, which in the upcoming layout sits above the entry table and would push it 4-5 phone screens down; it now has one item per README subcategory, in README order, reusing the intro's own wording.
Co-Authored-By: Claude <noreply@anthropic.com>
The old intro told every FastAPI app to use SQLModel, which SQLModel's own docs don't claim beyond simple cases, and leaned on API names from SQLAlchemy's 2.0 rename (Mapped, mapped_column).
Co-Authored-By: Claude <noreply@anthropic.com>
The old intro's lead used the same "For a Python X library, use …" template as other category pages, and it carried version-bound usage tips (Qt Widgets vs Qt Quick, pyside6-uic, per-toolkit threading helpers) instead of each project's recommended setup.
Co-Authored-By: Claude <noreply@anthropic.com>
The AI and Agents category page had no intro, so readers got a 35-project list with no guidance on which library to pick for building an agent, serving a model, or fine-tuning.
Co-Authored-By: Claude <noreply@anthropic.com>
Category pages carried no text of their own beyond the README one-line description, and most meta descriptions fell back to a generic "Explore N curated Python projects" line, which correlated with weak search rankings for category queries. This adds optional per-category intro markdown files rendered under the H1, with the first paragraph used as the meta description and links opening in a new tab, starting with the ORM category.
Co-Authored-By: Claude <noreply@anthropic.com>
Vinta ChenandClaude