Techniques for generating workflows using an llm-based system
AssigneeCumulus Digital Systems, Inc.
InventorsJoshua Napoli, Dylan Sumiskum
Life of this patent
Estimating the term…
Abstract
Techniques are provided for workflow generation, including: (a) receiving, from a user, an instruction to create a workflow to perform a task; (b) generating one or more prompts based on the instruction and a predefined workflow schema; (c) querying a large language model (LLM) with the one or more prompts; (d) in response to querying the LLM, receiving a workflow in a format consistent with the predefined workflow schema from the LLM; and (e) displaying a visualization of the received workflow to the user.
Claims20
A method performed by a computing system of workflow generation, the method comprising:
- receiving, from a user, an instruction to create a workflow to perform a task;
- generating one or more prompts based on the instruction and a predefined workflow schema;
- querying a large language model (LLM) with the one or more prompts;
- in response to querying the LLM, receiving a workflow in a format consistent with the predefined workflow schema from the LLM;
- and
- displaying a visualization of the received workflow to the user.
A computer program product comprising a non-transitory computer-readable storage medium storing instructions, which, when performed by processing circuitry of a computing system, cause the computing system to:
- receive, from a user, an instruction to create a workflow to perform a task;
- generate one or more prompts based on the instruction and a predefined workflow schema;
- query a large language model (LLM) with the one or more prompts;
- in response to querying the LLM, receive a workflow in a format consistent with the predefined workflow schema from the LLM;
- and
- display a visualization of the received workflow to the user.
A system comprising:
- user interface circuitry configured to receive, from a user, an instruction to create a workflow to perform a task;
- and
- processing circuitry coupled to memory configured to:
- generate one or more prompts based on the instruction and a predefined workflow schema;
- query a large language model (LLM) with the one or more prompts;
- and
- in response to querying the LLM, receive a workflow in a format consistent with the predefined workflow schema from the LLM;
- wherein the user interface circuitry is further configured to display a visualization of the received workflow to the user.
Dependencies are inferred from the claim text.