Dynamic caching for chatbots using machine learning

A method, comprising:

• identifying, by one or more processors coupled with memory, a session between a client device and a chatbot;
• inputting, by the one or more processors, into a generative artificial intelligence model, one or more queries and one or more corresponding responses from the session to construct a query and a response that represent the one or more queries and the one or more corresponding responses from the session;
• validating, by the one or more processors, the query and the response, constructed by the generative artificial intelligence model, based on a comparison of the query and the response with an expression of a first schema model established for a type of data field in the query and the response;
• creating, by the one or more processors, a link between the query and the response;
• and
• storing, by the one or more processors, responsive to the validation of the query and the response, the link, the query, and the response in a cache memory, wherein the chatbot uses the link in the cache memory to service one or more subsequent queries provided to the chatbot.

A non-transitory computer-readable media (CRM) having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to:

• identify a session between a client device and a chatbot;
• input, into a generative artificial intelligence model, one or more queries and one or more corresponding responses from the session to construct a query and a response that represent the one or more queries and the one or more corresponding responses from the session;
• validate the query and the response, constructed by the generative artificial intelligence model, based on a comparison of the query and the response with an expression of a first schema model established for a type of data field in the query and the response;
• create a link between the query and the response;
• and
• store, responsive to the validation of the query and the response, the link, the query, and the response in a cache memory, wherein the chatbot uses the link in the cache memory to service one or more subsequent queries provided to the chatbot.