Systems and Methods for Autonomous AI Agent Configuration and Execution in a Database System

A method implemented in a computing services environment including a hardware processor and a database system, the method comprising:

• providing computing services to a plurality of entities via a plurality of application servers, the computing services including access to the database system;
• creating a personal autonomous agent definition via an agent studio based on configuration information, the personal autonomous agent definition being specific to a user account of a plurality of user accounts within the computing services environment, the personal autonomous agent definition referencing a plurality of action definitions within a unified metadata framework defining a plurality of actions capable of being performed within the computing services environment;
• instantiating an autonomous agent instance via an agent service based on the personal autonomous agent definition, the autonomous agent instance being associated with a runtime context specific to the user account;
• and
• determining an orchestration plan via an orchestration layer based on novel planning text generated by a generative language model, the novel planning text being generated based on the user account and the personal autonomous agent definition, the orchestration plan including a subset of the plurality of actions, the computing services environment being configured to execute the subset of the plurality of actions, wherein executing a designated action of the subset of the plurality of actions includes updating a database record in the database system associated with the user account.

One or more non-transitory computer readable media having instructions stored thereon for performing a method implemented in a computing services environment including a hardware processor and a database system, the method comprising:

• providing computing services to a plurality of entities via a plurality of application servers, the computing services including access to the database system;
• creating a personal autonomous agent definition via an agent studio based on configuration information, the personal autonomous agent definition being specific to a user account of a plurality of user accounts within the computing services environment, the personal autonomous agent definition referencing a plurality of action definitions within a unified metadata framework defining a plurality of actions capable of being performed within the computing services environment;
• instantiating an autonomous agent instance via an agent service based on the personal autonomous agent definition, the autonomous agent instance being associated with a runtime context specific to the user account;
• and
• determining an orchestration plan via an orchestration layer based on novel planning text generated by a generative language model, the novel planning text being generated based on the user account and the personal autonomous agent definition, the orchestration plan including a subset of the plurality of actions, the computing services environment being configured to execute the subset of the plurality of actions, wherein executing a designated action of the subset of the plurality of actions includes updating a database record in the database system associated with the user account.