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MoE Orchestrator for Document Classification.

Coordinates the full classification pipeline:

  1. Run all analysts in parallel
  2. Calculate consensus from votes
  3. Run judges for validation
  4. Produce final classification with audit trail

Per ADR-019: Multi-agent orchestration with parallel execution.

File: orchestrator.py

Classes​

OrchestratorConfig​

Configuration for the MoE orchestrator.

OrchestratorStats​

Statistics from orchestration run.

MoEOrchestrator​

Mixture of Experts Orchestrator for document classification.

Functions​

create_default_orchestrator()​

Create an orchestrator with default analysts and judges.

classify(document)​

Classify a single document through the full MoE pipeline.

classify_batch(documents, progress_callback)​

Classify multiple documents.

get_stats()​

Get orchestrator statistics.

reset_stats()​

Reset statistics.