Examples you can try

No model or API key

Start with the first-memory Python example. It verifies both a positive retrieval and separation between two subjects, then removes its temporary data.

Connect a real runtime

These examples require the corresponding installed host and configured model. They can incur model costs and are not run by this website.

Read a synthetic API exchange

Illustrative fixture only — no request is sent by this page.

GET /v1/health
Authorization: Bearer <local-credential>

The response describes the local service health. Without a valid credential the request is rejected; a listening TCP port alone is not authenticated access. Use the HTTP reference for the actual response contract and troubleshooting for authentication failures.

Verify what reached a model

After a supported host turn, inspect Sessions in the local dashboard. Follow the request, context disposition, model input/output and tool timeline. Prepared context is not confirmed delivery. See Black Box interpretation.

Cleanup and side effects

The first-memory example deletes its temporary files automatically. Agent examples create persistent memory/evidence and may call configured model services. Return to shadow to stop future injection; this does not undo past tool actions.

In this section