Microsoft Certified Azure AI Engineer Associate - AI-102
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Imagine you are tasked with creating a composed document intelligence model that combines multiple custom models to handle various document types. Describe how you would design this composed model, including the integration of different models and the orchestration of their processing flow. Additionally, explain how you would manage versioning and updates to the individual models within the composed model.
A
Design a sequential flow where each model processes documents in order, manage versioning by updating models individually without affecting the composed model.
B
Design a parallel flow where all models process documents simultaneously, manage versioning by updating the entire composed model as a single unit.
C
Design a conditional flow where models are selected based on document type, manage versioning by maintaining separate composed models for each version.
D
Design a hybrid flow where some models process in parallel and others sequentially, manage versioning by updating models in batches within the composed model.