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AssigneeOracle International Corporation
InventorsAmir Hossein Rezaeian, Vijayalakshmi Krishnamurthy, Aditya Banerjee, Srinivasan Rangarajan
Estimating the term…
Techniques for automatically orchestrating, generating, and/or deploying a multi-agent are disclosed. A super agent ingests metadata describing a use case to identify workflows and tasks. A task assigner agent assigns the tasks to task agents. A task performer agent performs a basic task. A vertical agent performs a task using vertical resources of a system. A specialized task agent performs specialized tasks, such as those performed using a specialized language model. An orchestration agent arranges task agents into an orchestration according to a graph representation of a workflow. A compiler agent packages the orchestration into an executable. The executable is called to perform the workflow. An orchestration engine automatically selects task agents used to complete the workflow and compiles them into the executable. The system collects feedback based on the results of the executable and uses the feedback to optimize the super agent and/or the task assigner agent.
A method, comprising:
One or more non-transitory computer readable media comprising instructions which, when executed by one or more hardware processors, cause performance of operations comprising:
A system comprising:
Dependencies are inferred from the claim text.