About Inference Routing#

OpenShell handles inference in two ways:

Path

How It Works

External endpoints

Traffic to hosts like api.openai.com or api.anthropic.com is treated like any other outbound request — allowed or denied by network_policies. Refer to Network Access Rules.

inference.local

A special endpoint exposed inside every sandbox for inference that should stay local to the host for privacy and security. The privacy router strips the original credentials, injects the configured backend credentials, and forwards to the managed model endpoint.

How inference.local Works#

When code inside a sandbox calls https://inference.local, the privacy router routes the request to the configured backend for that gateway. The configured model is applied to generation requests, and provider credentials are supplied by OpenShell rather than by code inside the sandbox.

If code calls an external inference host directly, that traffic is evaluated only by network_policies.

Property

Detail

Credentials

No sandbox API keys needed — credentials come from the configured provider record.

Configuration

One provider and one model define sandbox inference.

Provider support

OpenAI, Anthropic, and NVIDIA providers all work through the same endpoint.

Hot-refresh

Provider credential changes and inference updates are picked up without recreating sandboxes.

Supported API Patterns#

Supported request patterns depend on the provider configured for inference.local.

Pattern

Method

Path

Chat Completions

POST

/v1/chat/completions

Completions

POST

/v1/completions

Responses

POST

/v1/responses

Model Discovery

GET

/v1/models

Model Discovery

GET

/v1/models/*

Pattern

Method

Path

Messages

POST

/v1/messages

Requests to inference.local that do not match the configured provider’s supported patterns are denied.

Next Steps#

Continue with one of the following: