Methods and systems for dynamic generation of personalized text using large language model

A method comprising:

• responsive to a request for a textual description, retrieving a user record for a user associated with the request;
• obtaining one or more user attributes based on the user record;
• generating a prompt to a large language model (LLM) for generating a user-specific textual description, the prompt including the one or more user attributes to include in the generated user-specific textual description and a source text;
• providing the prompt to the LLM and receive a generated user-specific textual description;
• and
• providing the generated user-specific textual description for display via a user device.

A computer-readable medium storing instructions that, when executed by a processor of a computing system, cause the computing system to:

• responsive to a request for a textual description, retrieve a user record for a user associated with the request;
• obtain one or more user attributes based on the user record;
• generate a prompt to a large language model (LLM) for generating a user-specific textual description, the prompt including the one or more user attributes to include in the generated user-specific textual description and a source text;
• provide the prompt to the LLM and receive a generated user-specific textual description;
• and
• provide the generated user-specific textual description for display via a user device.