Automation with composable asynchronous tasks

A computer-implemented system comprising:

• a storage;
• and
• one or more processors that receive a prompt;
• determine using a first large language model (LLM), from the prompt, at least two composable asynchronous tasks, wherein a first composable asynchronous task of the at least two composable asynchronous tasks uses a second LLM;
• and
• perform the at least two composable asynchronous tasks, wherein the first composable asynchronous task of the at least two composable asynchronous tasks is performed by:
• generating a first output with the second LLM based on the prompt, and
• validating the first output of the LLM,
• and wherein performing a second composable asynchronous task of the at least two composable asynchronous tasks comprises:
• generating a second output using the first output.

A system comprising:

• one or more computers and one or more non-transitory storage devices storing instructions which are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:
• receiving, at a computing device, a prompt;
• determining, by the computing device using a first large language model (LLM), from the prompt, at least two composable asynchronous tasks, wherein a first composable asynchronous task of the at least two composable asynchronous tasks uses a second LLM;
• and
• performing, by the computing device, the at least two composable asynchronous tasks, wherein performing the first composable asynchronous task of the at least two composable asynchronous tasks comprises:
• generating a first output with the second LLM based on the prompt, and
• validating the first output of the LLM,
• and wherein performing a second composable asynchronous task of the at least two composable asynchronous tasks comprises:
• generating a second output using the first output.