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somm-service

The service tier for somm — the self-hosted LLM telemetry, routing, and intelligence loop.

Adds the localhost web admin, the HTTP API, and the background scheduler with three workers: model-intel refresh (pricing + context windows + capabilities), online evaluation (samples production calls and grades them against a gold model), and the agent worker (turns telemetry + eval results into concrete recommendations).

pip install somm somm-service
somm serve --project my_app   # dashboard at localhost:7878

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