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- Full-text search: the multiline query chain was not parenthesized, so pasting it raised an IndentationError. - Pandas async: the example chained .select onto the coroutine an async search returns; it now awaits the search first, and its test asserts the result. - Pydantic: the example searched with a string, which needs a full-text index or an embedding function the table does not have; it searches with a vector, as the page describes, and asserts the model returned. - PyTorch: the column-selection example selected columns the page's table lacks and printed a schema from a batch that is a dict. It now builds its own table and prints the batch's columns. - Data evolution: the setup used the test's tmp_db fixture, an optional data argument and an unimported numpy. It now needs only `db`, which the page says how to open.