US 12,353,367 B2
Deployment of meta-model topologies and moderating graph generation
Marko Radmilac, Bellevue, WA (US); Andrew James Wald, Redmond, WA (US); and Joshua Bryan Wyman Clemons, Seattle, WA (US)
Assigned to Microsoft Technology Licensing, LLC, Redmond, WA (US)
Filed by MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US)
Filed on Jun. 12, 2023, as Appl. No. 18/208,738.
Prior Publication US 2024/0411733 A1, Dec. 12, 2024
Int. Cl. G06F 16/21 (2019.01); G06F 40/40 (2020.01)
CPC G06F 16/212 (2019.01) [G06F 40/40 (2020.01)] 20 Claims
OG exemplary drawing
 
1. A method for deploying a model graph, the method comprising:
accessing a meta-model topology comprising a plurality of functions, wherein each function of the plurality of functions is configured to perform an operation on input data to generate an output comprising a label of interest corresponding to a label included in a global label schema;
accessing a new function not included in the plurality of functions to be integrated into the meta-model topology;
identifying a particular label of interest from the global label schema that is associated with the new function;
configuring the new function such that an output from the new function conforms to an output form corresponding to the particular label of interest from the global label schema;
subsequent to configuring the new function, integrating the new function into the meta-model topology;
converting the meta-model topology into a model graph comprising a plurality of nodes and a plurality of edges, wherein each function of the plurality of functions is represented as a node within the model graph and wherein each edge of the plurality of edges that connects at least two nodes in the model graph represents a data dependency between different functions of the plurality of functions; and
deploying the model graph to a remote application that is configured to receive data prompts comprising input data.