> ## Documentation Index
> Fetch the complete documentation index at: https://docs.orq.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Delete a specific memory document

> Permanently deletes a specific memory document.

        Use this endpoint to:
        - Remove a document from a memory
        - Clean up unused documents
        - Manage document storage space



## OpenAPI

````yaml delete /v2/memory-stores/{memory_store_key}/memories/{memory_entity_id}/documents/{document_id}
openapi: 3.1.0
info:
  title: orq.ai API
  version: '2.0'
  description: orq.ai API documentation
servers:
  - url: https://api.orq.ai
security:
  - ApiKey: []
tags:
  - name: Guardrail Rules
  - name: Policies
  - name: Routing Rules
  - name: Files
    description: File upload and retrieval operations.
  - name: FilesService
  - name: Projects
    description: Projects organize resources within a workspace
  - name: ProjectsService
  - name: Skills
    description: >-
      Skills are modular instructions you can use to codify processes and
      conventions
  - name: SkillsService
  - name: Responses
  - description: >-
      Run agents on a cadence — cron, interval, or one-off. Minimum firing
      interval is 1 hour.
    name: Agent Schedules
  - name: Reporting
    description: >-
      GenAI reporting API over canonical analytics rollups. Accepts a metric
      name, time range, grain, group-by, and filters; returns a typed time
      series and optional totals.
  - name: ReportingService
    description: |-
      ReportingService exposes a single QueryReport RPC that maps allowlisted
       analytics payloads onto safe rollup queries. Callers never send SQL;
       the backend picks the rollup family and grain from the metric
       catalogue, the requested range, and the requested grouping.
externalDocs:
  url: https://docs.orq.ai
  description: orq.ai Documentation
paths:
  /v2/memory-stores/{memory_store_key}/memories/{memory_entity_id}/documents/{document_id}:
    delete:
      tags:
        - Memory Stores
      summary: Delete a specific memory document
      description: |-
        Permanently deletes a specific memory document.

                Use this endpoint to:
                - Remove a document from a memory
                - Clean up unused documents
                - Manage document storage space
      operationId: DeleteMemoryDocument
      parameters:
        - schema:
            type: string
            description: The unique key identifier of the memory store
          required: true
          description: The unique key identifier of the memory store
          name: memory_store_key
          in: path
        - schema:
            type: string
            description: The unique identifier of the memory
          required: true
          description: The unique identifier of the memory
          name: memory_entity_id
          in: path
        - schema:
            type: string
            description: The unique identifier of the document
          required: true
          description: The unique identifier of the document
          name: document_id
          in: path
      responses:
        '204':
          description: Memory document successfully deleted.
        '401':
          description: Unauthorized - Bearer token is missing or invalid
        '403':
          description: Forbidden - Insufficient permissions to delete document
        '404':
          description: Document not found
components:
  securitySchemes:
    ApiKey:
      type: http
      scheme: bearer
      bearerFormat: JWT

````