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Guides

Guides for local decisions

Choose an approach, compare the tools, and measure the result on your own data.

Run a local decision modelOfficial Python install, backend choice and a loopback request; no hosted API key.Local text classification in PythonCompare a traditional classifier with typed decision models.Local decision models on Apple siliconChoose a method and backend for fixed choices and your hardware.Compare local routing toolsJevStyle, Semantic Router, scikit-learn and SetFit: interfaces and fit.Replace label-only LLM callsDefine options, measure errors and coverage, and retain fallback.Claude Code guardInspect tool calls with a local model and explicit rules.Evaluate your own dataMeasure accuracy, calibration, coverage, and latency.