FastAPI Docs 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 tRPC v11: routers, procedures, middleware, input validation, clients and adapters, citing the exact file in the public docs of the GitHub repo trpc/trpc (MIT). Not an official tRPC 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 questions on SQLAlchemy 2.0: the ORM, Core, sessions, relationships, querying and the unified tutorial, citing the exact file in the public docs of the GitHub repo sqlalchemy/sqlalchemy (MIT). Not an official SQLAlchemy product.

Answers questions on pandas: DataFrames, indexing, groupby, merging, reshaping, IO and time series, citing the exact file in the public docs of the GitHub repo pandas-dev/pandas (BSD-3-Clause). Not an official pandas product.

Answers questions on Hugging Face Transformers: pipelines, models, tokenizers, training and generation, citing the exact file in the public docs of the GitHub repo huggingface/transformers (Apache-2.0). Not an official Hugging Face 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 questions on Flask: routing, templates, blueprints, the application context, testing and deployment, citing the exact file in the public docs of the GitHub repo pallets/flask (BSD-3-Clause). Not an official Flask product.