NumPy User Guide Assistant

Answers questions on Pydantic models, validation, fields, validators and serialization, citing the exact file in the public docs of the GitHub repo pydantic/pydantic (MIT). Not an official Pydantic product.

Answers questions on FastAPI path operations, validation, dependencies and security, citing the exact file in the public docs of the GitHub repo fastapi/fastapi (MIT). Not an official FastAPI product.

Answers questions on Gradio: Interfaces, Blocks, chatbots, streaming and custom components, citing the exact file in the guides of the GitHub repo gradio-app/gradio (Apache-2.0). Not an official Gradio product.

Answers questions on pytest: fixtures, parametrize, markers, plugins and configuration, citing the exact file in the public docs of the GitHub repo pytest-dev/pytest (MIT). Not an official pytest product.

Answers travel questions on the Czech Republic and Prague: transport, beer, food and sights, citing the Wikivoyage guides (CC BY-SA). Check current details before you travel.

Answers travel questions on Austria and Vienna: transport, coffee houses, food and sights, citing the Wikivoyage guides (CC BY-SA). Check current details before you travel.

Answers travel questions on Ireland and Dublin: getting around, pubs, food and sights, citing the Wikivoyage guides (CC BY-SA). Check current details before you travel.

Answers travel questions on New Zealand and Auckland: getting around, tramping, the outdoors and sights, citing the Wikivoyage guides (CC BY-SA). Check current details before you travel.