Patent ID: 11860917
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A method comprising:
receiving a non-catalog query from a user interface;
comparing the non-catalog query with a plurality of catalog data vector embeddings stored in a domain corpus using a similarity machine learning model comprising a Siamese neural network;
mapping the non-catalog query to a semantically similar catalog data vector embedding of the plurality of catalog data vector embeddings using the similarity machine learning model;
retrieving an item entry from a data store using the semantically similar catalog data vector embedding, wherein the item entry comprises a description and a supplier of an item;
generating a response to the non-catalog query comprising the retrieved item entry; and
transmitting the response to the user interface, wherein
the non-catalog query is for items, requests, or acquisitions that have no defined catalog entries.