| Example | Description |
|---|---|
| Always Extraction | Automatic profile extraction from natural conversation. |
| User Profile: Agentic Mode (Deep Dive) | Agent-controlled profile updates via explicit tools. |
| User Profile: Custom Schema | Define your own profile structure with a dataclass. |