ai_fix_grammar function

  • Article

Applies to: check marked yes Databricks SQL

Important

This feature is in Public Preview.

In the preview,

  • The underlying language model can handle several languages, however these functions are tuned for English.
  • There is rate limiting for the underlying Foundation Model APIs, see Foundation Model APIs limits to update these limits.

The ai_fix_grammar() function allows you to invoke a state-of-the-art generative AI model to correct grammatical errors in a given text using SQL. This function uses a chat model serving endpoint made available by Databricks Foundation Model APIs.

Requirements

Important

The underlying models that might be used at this time are licensed under the Apache 2.0 license or Llama 2 community license. Databricks recommends reviewing these licenses to ensure compliance with any applicable terms. If models emerge in the future that perform better according to Databricks’s internal benchmarks, Databricks may change the model (and the list of applicable licenses provided on this page).

Currently, Mixtral-8x7B Instruct is the underlying model that powers these AI functions.

Syntax

ai_fix_grammar(content)

Arguments

  • content: A STRING expression.

Returns

A STRING with corrected grammar.

If content is NULL, the result is NULL.

Examples

> SELECT ai_fix_grammar('This sentence have some mistake');
 "This sentence has some mistakes"

> SELECT ai_fix_grammar('She dont know what to did.');
 "She doesn't know what to do."

> SELECT ai_fix_grammar('He go to school every days.');
 "He goes to school every day."