International Business Machines Corporation
Dialog-style application programming interface for a machine learning solution

Abstract:

An approach is provided for using a dialog-style API for a machine learning solution. A server receives from a client a first call to a dialog-style application programming interface (API) as a first request having an incomplete set of data items. The API determines that one or more data items required by the first request are missing from the incomplete set of data items. First metadata that describes the one or more missing data items are sent to the client. The server receives from the client a second call to the API as a second request having a complete set of data items which includes the one or more data items. The server sends to the client a reply having values of data items in a response to the second request and second metadata that describes the data items in the response.