---
title: "Profiles"
sidebarTitle: "Overview"
description: "Turn accumulated memory into a ready-to-use understanding of a user"
icon: "id-card"
---

| Operation | Purpose |
| --- | --- |
| `POST /ns/{namespace}/profile` | Retrieve durable facts, recent context, and custom insights |
| `GET /ns/{namespace}/profile/buckets` | See the profile categories available here |
| `PUT /ns/{namespace}/profile/buckets` | Shape the profile with namespace-specific categories |
| `DELETE /ns/{namespace}/profile/buckets` | Remove namespace-specific categories |

Profiles always contain static and dynamic sections, giving applications both durable knowledge and fresh context without composing them manually. Organization-owned buckets may be inherited but cannot be changed through namespace bucket endpoints.

See [profile migration](/migration/api-v5-recall).