Query generation using natural language input

An apparatus comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the apparatus to:
• receive a text string corresponding to natural language input;
• determine one or more confidence values corresponding to one or more of a plurality of segments of the text string;
• convert, in response to determining that at least a subset of the one or more confidence values is equal to or greater than a threshold, and based on a set of rules defined by a first GraphQL database schema, the natural language input into a single search query executable by Application Programming Interface (API) in a query language of GraphQL;
• and
• initiate, based on a second GraphQL database schema different from the first GraphQL database schema, the single search query to fetch content from a database so as to prevent transmission of multiple search requests responsive to the natural language input.

A system comprising:

• a first computing device, and
• a second computing device;
• wherein the first computing device is configured to:
• determine one or more confidence values corresponding to one or more of a plurality of segments of a text string that corresponds to natural language input;
• convert, based on a set of rules defined by a first GraphQL database schema, the natural language input into a single search query executable by Application Programming Interface (API) in a query language of GraphQL;
• and
• send, to the second computing device, the single search query;
• and
• wherein the second computing device is configured to:
• validate, based on a second GraphQL database schema different from the first GraphQL database schema, the single search query based on the second GraphQL database schema.