> ## Documentation Index > Fetch the complete documentation index at: https://supermemory.ai/docs/llms.txt > Use this file to discover all available pages before exploring further. # Add or update profile buckets > Teach Supermemory new ways to organize this namespace's profile, or refine how existing namespace-owned buckets are classified. Omitted buckets remain unchanged and organization-wide buckets stay protected. ## OpenAPI ````yaml https://api.supermemory.ai/v5/openapi put /ns/{namespace}/profile/buckets openapi: 3.1.0 info: title: supermemory API description: >- The Memory API for the AI era. OpenAPI operations include x-codeSamples for the official TypeScript and Python SDKs (Mintlify-compatible). version: 5.0.0 servers: - description: Production Server url: https://api.supermemory.ai security: - bearerAuth: [] tags: - name: Ingest description: Ingest documents, files, URLs, conversations, and other content - name: Recall (Search) description: >- Semantic recall across your content — supports memories, hybrid, and documents modes - name: Profiles description: Maintained static, dynamic, and custom-bucket profiles scoped by namespace - name: Content Management description: List, get, update, and delete content and memories - name: Namespaces description: List and manage isolated namespaces and their settings - name: Connectors description: >- Sync external sources such as Google Drive, Notion and GitHub into a namespace - name: Organization description: Read and update organization-wide settings paths: /ns/{namespace}/profile/buckets: put: tags: - Profiles summary: Add or update profile buckets description: >- Teach Supermemory new ways to organize this namespace's profile, or refine how existing namespace-owned buckets are classified. Omitted buckets remain unchanged and organization-wide buckets stay protected. operationId: putNsByNamespaceProfileBuckets parameters: - in: path name: namespace schema: type: string maxLength: 100 pattern: ^[a-zA-Z0-9_:-]+$ example: user_alex required: true description: >- The isolated namespace to search. This can be an ID for your user, a project ID, or any other identifier you wish to use to scope memories. requestBody: required: true content: application/json: schema: type: object properties: buckets: type: object propertyNames: type: string minLength: 1 maxLength: 64 pattern: ^[a-z0-9][a-z0-9_-]*$ description: Stable slug for the bucket, stored on each memory additionalProperties: type: string maxLength: 2000 description: >- Namespace-owned bucket names mapped to descriptions that guide memory classification. Existing names are updated; new names are added. example: interests: Topics the subject actively follows required: - buckets additionalProperties: false responses: '200': content: application/json: schema: type: object properties: buckets: type: object propertyNames: type: string additionalProperties: type: string description: >- Effective bucket definitions keyed by name. Includes organization buckets and namespace-owned additions. required: - buckets description: Updated effective namespace profile bucket definitions '400': description: Invalid profile bucket definitions content: application/json: schema: oneOf: - $ref: '#/components/schemas/ErrorResponse' - $ref: '#/components/schemas/ValidationErrorResponse' '401': content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: Unauthorized '403': content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: Namespace write access required '404': content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: Namespace not found '409': content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: An organization-level bucket cannot be changed '500': content: application/json: schema: $ref: '#/components/schemas/ErrorResponse' description: Internal server error x-codeSamples: - lang: typescript label: TypeScript SDK source: |- import { Supermemory } from "supermemory"; const client = new Supermemory(); // reads SUPERMEMORY_API_KEY await client.profiles.setBuckets("user_123", { buckets: { work: "Job, team, and current projects", preferences: "Food, travel, and communication preferences", }, }); - lang: python label: Python SDK source: |- from supermemory import Supermemory client = Supermemory() # reads SUPERMEMORY_API_KEY client.profiles.set_buckets( "user_123", buckets={ "work": "Job, team, and current projects", "preferences": "Food, travel, and communication preferences", }, ) - lang: bash label: cURL source: >- curl -X PUT "https://api.supermemory.ai/ns/user_123/profile/buckets" \ -H "Authorization: Bearer $SUPERMEMORY_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "buckets": { "work": "Job, team, and current projects", "preferences": "Food, travel, and communication preferences" } }' components: schemas: ErrorResponse: type: object properties: error: type: string description: Error message example: Invalid request parameters details: type: string description: Additional error details example: Query must be at least 1 character long required: - error ValidationErrorResponse: type: object description: Body returned when request input fails schema validation properties: success: type: boolean enum: - false error: type: array description: Validation issues items: type: object properties: message: type: string path: type: array items: oneOf: - type: string - type: number required: - message data: description: The input that failed validation required: - success - error securitySchemes: bearerAuth: scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.