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eleatic

A local-first toolkit for evaluating and observing LLM systems — a small family of focused packages, no service to run, no cloud.

The eleatic eval explorer: a trace tree on the left, a per-span inspector on the right.

Packages

Package What it is
@eleatic/eval The eval-results explorer + store — compare runs, diff rows, drill into judgments, filter/sort by any facet, watch trends, adjudicate by hand, and walk a trace tree + span inspector, all over a single SQLite file with a framework-free web UI.

More packages join the family here as they're built (e.g. an @eleatic/trace producer SDK that emits the { spans } trace shape @eleatic/eval renders). The cross-package contract is the on-disk SQLite schema + the EvalSpan/EvalTrace types exported from @eleatic/eval.

See packages/eleatic-eval for install, the API, and a runnable example.

Develop

npm install      # installs every workspace
npm run build    # build every package
npm test         # test every package

License

MIT

About

Domain-agnostic, local-first eval-results explorer: cross-run comparison, per-row diff, judgment drill-down, faceted filter/sort, metric trends, human adjudication, plus a trace tree + span inspector — over a tiny SQLite store with a framework-free web UI.

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