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Application-ML Integration

Inference Orchestrator provides ML APIs to App Maker for frontend integration

Attribute Value
Type Handoff
Source Phase Ops
Target Phase Build
Example Personas IOR, AMK, NCC

Example Personas

  • IOR — Inference Orchestrator (The Deployment Manager)
  • AMK — App Maker (The Application Builder)
  • NCC — Notebook Collaboration Coach (The Notebook Governor)

Workflow Steps

1. API Contract

Implementation guidance for the api contract step of this pattern.

2. Inference Endpoint

Implementation guidance for the inference endpoint step of this pattern.

3. Frontend Integration

Implementation guidance for the frontend integration step of this pattern.

4. Error Handling

Implementation guidance for the error handling step of this pattern.

5. Monitoring

Implementation guidance for the monitoring step of this pattern.

When to Use This Pattern

Use this pattern when: - The workflow transitions from Ops to Build - The involved personas include: IOR, AMK, NCC

See the Collaboration Pattern Library for complementary patterns.