Monitoring and improving mental health outcomes via conversational artificial intelligence

A computer program product for providing augmented mental health support, the computer program product comprising one or more computer readable storage mediums having program code embodied therewith, the program code comprising programming instructions for:

• receiving a conversational input from a user during a current session;
• analyzing said conversational input using a large language model (LLM) to identify a mental health indicator;
• retrieving, from a database, longitudinal historical data associated with said user, wherein said longitudinal historical data comprises data points from a plurality of previous conversational sessions;
• generating a personalized response based on a combination of said identified mental health indicator and said retrieved longitudinal historical data;
• transmitting said personalized response to a user interface;
• and
• updating said longitudinal historical data in said database to include said mental health indicator identified in said current session.

A system, comprising:

• a memory for storing a computer program for providing augmented mental health support;
• and
• a processor connected to the memory, wherein the processor is configured to execute program instructions of the computer program comprising:
• receiving a conversational input from a user during a current session;
• analyzing said conversational input using a large language model (LLM) to identify a mental health indicator;
• retrieving, from a database, longitudinal historical data associated with said user, wherein said longitudinal historical data comprises data points from a plurality of previous conversational sessions;
• generating a personalized response based on a combination of said identified mental health indicator and said retrieved longitudinal historical data;
• transmitting said personalized response to a user interface;
• and
• updating said longitudinal historical data in said database to include said mental health indicator identified in said current session.