Machine cognition workflow engine

A computing method, comprising:

• receiving a plurality of prompts;
• extracting a message and a context of each of the plurality of prompts;
• for each prompt, generating a workflow instance according to a recommended workflow definition that specifies a plurality of calls to one or more components;
• for each prompt, executing the generated workflow instance to perform the calls to the one or more components to thereby generate responses for the plurality of prompts;
• evaluating the responses to generate a score for each response generated by the workflow instances;
• and
• outputting the recommended workflow definition for a current prompt based on the scores of the responses generated by the workflow instances.

A computing system, comprising:

• processing circuitry;
• and
• a storage device storing a program executable by the processing circuitry to:
• receive a prompt;
• extract a message and a context of the prompt;
• generate a predicted task based on the message and the context of the prompt;
• determine a recommended workflow definition by comparing the predicted task to existing tasks in a database storing the existing tasks associated with respective workflow definitions;
• generate a workflow instance for the prompt according to the recommended workflow definition that specifies a plurality of calls to one or more components;
• execute the generated workflow instance to perform the calls to the one or more components to thereby generate a response for the prompt;
• and
• output the generated response for the prompt.