Reference

Look things up.

• SDK reference — the generated API reference: every public class, function, and event, from the docstrings.
• Error catalog — every exception, when it is raised, whether it retries, and the hint your user will see.
• Conformance matrix — what each provider actually supports, from test results rather than assertion.
• Shared configuration — provider settings, environment variables, and the common JSON file.
• Glossary — the vocabulary this project uses precisely.

API stability

The public API is fully typed (the package ships a py.typed marker) and documented in its docstrings; CI fails if any exported symbol lacks a docstring or a reference page. The stability commitments cover the top-level anyinfer namespace plus the subpackage surfaces the guides teach: anyinfer.config, anyinfer.local, anyinfer.serve, anyinfer.testing, and anyinfer.otel. Anything under anyinfer._client is private, and within every module only the names in __all__ are public — everything else is an implementation detail that may change without notice. help(ai.AsyncClient.generate) in a REPL always matches the published SDK reference, because both come from the same docstrings.

Module map

Module	Responsibility
anyinfer.types	Frozen domain types. Zero I/O.
anyinfer.errors	The exception hierarchy.
anyinfer._client	AsyncClient, the sync Client, and the tool loop.
anyinfer.registry	Provider descriptors and collision-safe registration.
anyinfer.config	Shared, versioned JSON configuration.
anyinfer.routing	Routes, retries, health gating, attempt accounting.
anyinfer.schema	Mechanism selection, projection, validation, repair.
anyinfer.events	Telemetry events and observer dispatch.
anyinfer.redaction	The secret-redaction registry.
anyinfer.credentials	Credential resolvers.
anyinfer.catalog	Alias catalog and target resolution.
anyinfer.capabilities	Capability assembly, cost computation, token estimation, context budgets, and the pre-dispatch gate.
anyinfer.local	Hardware, backends, tuning, downloads, supervision.
anyinfer.providers	One module per adapter.
anyinfer.testing	Fakes, cassettes, and the conformance suite.
anyinfer.serve	The OpenAI-compatible frontend.
anyinfer.otel	The OpenTelemetry bridge.