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Workers

Workers are integration and processing components around the Runtime and Server: file services, generative model serving, and agent configuration. They are not the scoring engine. Scoring, plugins, MCP, and campaign tests live in Runtime.

Worker types

  • Data workers — ingest and prepare corpora, feature stores, and files for deployments.
  • Prediction workers — call the Runtime closed loop (POST /invocations, then POST /response).
  • Algorithm workers — training and enrichment jobs (Server / Workbench), not in-request scoring.

In this section

  • Worker architecture — stack and integration points
  • Python — packages and SDK usage
  • Language chat models — Ollama and chat serving
  • Agents — product catalog (13 agents), discovery APIs, and related assistants
  • MCPs — Workbench, Runtime, modeling-server, and Domain Catalog MCP surfaces
  • Agent framework — EcoGentic journeys and Claude Operator
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OverviewWorker Architecture