bigframes.bigquery.ai

This module integrates BigQuery built-in AI functions for use with Series/DataFrame objects, such as AI.GENERATE_BOOL: https://cloud.google.com/bigquery/docs/reference/standard-sql/bigqueryml-syntax-ai-generate-bool

Functions

classify(input, categories, *[, connection_id])	Classifies a given input into one of the specified categories.
forecast(df, *, data_col, timestamp_col[, ...])	Forecast time series at future horizon.
generate(prompt, *[, connection_id, ...])	Returns the AI analysis based on the prompt, which can be any combination of text and unstructured data.
generate_bool(prompt, *[, connection_id, ...])	Returns the AI analysis based on the prompt, which can be any combination of text and unstructured data.
generate_double(prompt, *[, connection_id, ...])	Returns the AI analysis based on the prompt, which can be any combination of text and unstructured data.
generate_int(prompt, *[, connection_id, ...])	Returns the AI analysis based on the prompt, which can be any combination of text and unstructured data.
if_(prompt, *[, connection_id])	Evaluates the prompt to True or False.
score(prompt, *[, connection_id])	Computes a score based on rubrics described in natural language.