You send events (`ingest`), fetch relevant context (`retrieve`), and feed quality signals (`feedback`). Orbit handles:

- memory storage and ranking - decay and compression - adaptive personalization (inferred profile memories) - API runtime concerns (auth, quotas, rate limits, observability)## Integration Modes

You can integrate Orbit in three ways.

| Mode | Use when | Entry point | | --- | --- | --- | | Python SDK | Your app is Python and you want fastest integration | `from orbit import MemoryEngine` | | REST API | Non-Python stack or service-to-service architecture | `POST /v1/ingest`, `GET /v1/retrieve`, `POST /v1/feedback` | | OpenClaw Plugin | You run OpenClaw agents and want memory wiring without custom glue code | `integrations/openclaw-memory/` |