Autonomous Artificial Intelligence Agent Determination Based On Database Records In A Database System

A method comprising:

• storing a plurality of database records in a relational database system, the plurality of database records corresponding to text-based interactions between individuals and human agents;
• creating and storing an autonomous agent definition via a an agent creation engine in accordance with a unified metadata framework including a plurality of autonomous agent definitions, the autonomous agent definition being created by iteratively selecting a database record from the plurality of database records and determining autonomous agent definition update information based on text included in the database record, the autonomous agent definition referencing a plurality of action definitions defining a plurality of actions capable of being performed within the computing services environment;
• instantiating an autonomous agent instance at an agent service based on the autonomous agent definition;
• and
• determining and executing an orchestration plan at an orchestration layer based on novel planning text generated by a generative language model based on the autonomous agent definition, the orchestration plan including a subset of the plurality of actions identified in the novel planning text, the computing services environment being configured to execute the subset of the plurality of actions.

One or more non-transitory computer readable media having instructions stored thereon for performing a method, the method comprising:

• storing a plurality of database records in a relational database system, the plurality of database records corresponding to text-based interactions between individuals and human agents;
• creating and storing an autonomous agent definition via a an agent creation engine in accordance with a unified metadata framework including a plurality of autonomous agent definitions, the autonomous agent definition being created by iteratively selecting a database record from the plurality of database records and determining autonomous agent definition update information based on text included in the database record, the autonomous agent definition referencing a plurality of action definitions defining a plurality of actions capable of being performed within the computing services environment;
• instantiating an autonomous agent instance at an agent service based on the autonomous agent definition;
• and
• determining and executing an orchestration plan at an orchestration layer based on novel planning text generated by a generative language model based on the autonomous agent definition, the orchestration plan including a subset of the plurality of actions identified in the novel planning text, the computing services environment being configured to execute the subset of the plurality of actions.