Documentation

Everything you need to ship production-grade MLOps

Guides, SDK reference, and integration tutorials. Start with the quickstart to connect your first model in 15 minutes.

Quickstart guide API Reference

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Navigate by topic or use the quickstart to get up and running immediately.

Connect your first model and run a training experiment in 15 minutes. Covers install, first run, and reading metrics.

Complete REST API reference. Authentication, endpoints, request/response schemas, error codes, and rate limits.

Full Python SDK reference. Classes, methods, context managers, callback hooks, and framework adapters.

Connect Inferpathio to Airflow, Kubeflow, GitHub Actions, SageMaker, and Vertex AI. Step-by-step configuration guides.

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Drift Monitoring Config

Configure PSI, KS-test, and Wasserstein distance thresholds. Set up baseline windows and alert routing.

Configure drift

Retraining Policies

Define YAML trigger policies for drift-based, data-freshness-based, and scheduled retraining. Compose conditions with AND/OR logic.