> ## Documentation Index > Fetch the complete documentation index at: https://docs.labelbox.com/llms.txt > Use this file to discover all available pages before exploring further. # Create a memory > Adds one memory to a curated store. Does not overwrite: changing an existing path is an update, so a retried request cannot destroy content. An agent's learned memory store is not hand-editable; add your own material to a curated store instead. ## OpenAPI ````yaml /managed-agents/openapi.yaml post /managed-agents/v1/memory_stores/{memory_store_id}/memories openapi: 3.1.0 info: title: Managed Agents API version: 0.13.0 description: >- The Recursion Managed Agents REST API. Authenticate with a Recursion API key as a bearer token. An organization-scoped key acts in its own organization and needs nothing else; a tenant-scoped key must also send `x-organization-id` with an organization id or `default`. Field names follow each operation's published schema. servers: - url: https://api.recursion.labelbox.com security: - bearerAuth: [] paths: /managed-agents/v1/memory_stores/{memory_store_id}/memories: post: tags: - Memory summary: Create a memory description: >- Adds one memory to a curated store. Does not overwrite: changing an existing path is an update, so a retried request cannot destroy content. An agent's learned memory store is not hand-editable; add your own material to a curated store instead. operationId: managedAgentsCreateMemory parameters: - description: >- Memory store id (UUID) as returned by createMemoryStore or listMemoryStores. in: path name: memory_store_id required: true schema: description: >- Memory store id (UUID) as returned by createMemoryStore or listMemoryStores. format: uuid type: string requestBody: content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsMemoryCreateRequest' required: true responses: '201': content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsMemory' description: >- One path-addressed document in a memory store. The path hierarchy is the routing structure an agent browses, so it carries the meaning a per-memory prompt description otherwise would. '400': description: The request was rejected by schema or semantic validation. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '401': description: The caller is unauthenticated. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '403': description: The caller lacks a required permission or capability. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorForbidden' '404': description: No such resource is reachable for this caller. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '409': description: >- The request conflicts with the resource state, or with an in-flight idempotent replay. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '413': description: The request exceeds a size or transaction budget. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '415': description: The request body uses a media type this operation does not accept. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorUnsupportedMediaType' '422': description: The request is well formed but failed semantic validation. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '429': headers: Retry-After: description: Seconds the caller should wait before retrying. schema: type: string style: simple description: A rate limit is exhausted. Honor `Retry-After`. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '500': description: An unexpected server-side failure. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '502': description: The service returned an invalid response. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorBadGateway' '503': headers: Retry-After: description: Seconds the caller should wait before retrying. schema: type: string style: simple description: A dependency is unavailable. Retryable. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiError' '504': headers: Retry-After: description: When to retry, as delay seconds or an HTTP date. schema: type: string description: The service did not respond before the timeout. Retryable. content: application/json: schema: $ref: '#/components/schemas/ManagedAgentsApiErrorGatewayTimeout' components: schemas: ManagedAgentsMemoryCreateRequest: description: >- Fields for creating one memory. Path, content and summary are all required; omitting any of them is a 400. properties: content: description: >- Full text of the memory. Capped at 100 kB; memory works better as many small focused documents. type: string path: description: Address within the store, e.g. /conventions/testing.md. type: string summary: description: >- One line describing what this memory says, shown in search results and the console. type: string required: - path - content - summary type: object example: content: example path: example summary: example ManagedAgentsMemory: description: >- One path-addressed document in a memory store. The path hierarchy is the routing structure an agent browses, so it carries the meaning a per-memory prompt description otherwise would. properties: byte_size: description: Size of the content in bytes. format: int64 type: integer content: description: >- Full text of the memory. Returned when reading one memory, omitted from listings. type: string content_sha256: description: >- SHA-256 of the content. Pass it back as an update precondition to avoid clobbering a concurrent write. type: string created_at: description: Server-assigned RFC 3339 timestamp of when the memory was created. format: date-time type: string deleted_at: description: Set when the memory was deleted. A deleted path may be recreated. format: date-time type: string head_version_id: description: Version id of the current content. type: string memory_id: description: Server-assigned id of the memory. type: string memory_store_id: description: Store this memory belongs to. type: string organization_id: description: >- Organization that owns this record. Resolved from the API key; never accepted from the caller. type: string path: description: >- Address of the memory within its store, e.g. /conventions/testing.md. The path hierarchy is the routing structure an agent browses, so it carries the meaning a per-memory prompt description otherwise would. type: string reflection_id: description: >- Reflection run that wrote this memory. Empty for a memory a human seeded. type: string status: description: >- active memories are offered to sessions; retired and superseded memories are kept for history, so later learning runs can see what was already tried. enum: - active - retired - superseded type: string summary: description: >- One-line description, shown in search results and the console. Not disclosed in the system prompt. type: string superseded_by_memory_id: description: Memory that replaced this one, when a learning run superseded it. type: string updated_at: description: Server-assigned RFC 3339 timestamp of the most recent change. format: date-time type: string required: - organization_id - memory_store_id - memory_id - path - byte_size - status - created_at - updated_at type: object example: byte_size: 1 content: example content_sha256: example created_at: '2026-02-18T09:30:00.000Z' deleted_at: '2026-02-18T09:30:00.000Z' head_version_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d memory_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d memory_store_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d organization_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d path: example reflection_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d status: active summary: example superseded_by_memory_id: 9f8b1c2d-3e4f-5a6b-7c8d-9e0f1a2b3c4d updated_at: '2026-02-18T09:30:00.000Z' ManagedAgentsApiError: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - analytics - analytics_not_ready - artifact_fetch_unavailable - artifact_generation_mismatch - artifact_hash_mismatch - artifact_invalid_events - artifact_invalid_json - artifact_not_allowlisted - artifact_size_mismatch - atlassian_rate_limited - atlassian_unavailable - atomic_ingest_timeout - auth_unavailable - automation_event_source_invalid - automation_memory_unavailable - automation_reference_invalid - automation_runs_unconfigured - automations_unconfigured - bad_gateway - built_in_catalog_unavailable - built_in_integrations_disabled - built_in_integrations_unconfigured - compute_offerings_unavailable - conflict - content_store_request_canceled - content_store_unavailable - content_store_upload_timeout - credential_encryption_unconfigured - delegate_preparation_failed - entity_family_not_permitted - environment_not_verified - evaluation_cancellation_pending - evaluation_deletion_pending - event_admission_unavailable - event_ingress_unavailable - event_source_verification_credential_invalid - event_sources_unconfigured - execution_unconfigured - file_quota_exceeded - file_storage_unconfigured - forbidden - gateway_timeout - gestalt_unconfigured - github_rate_limited - github_unavailable - handoff_access_invalid - handoff_access_unavailable - handoff_access_unsupported - handoff_capture_unavailable - handoff_requires_retest - handoff_revoke_unavailable - handoff_signal_unavailable - idempotency_conflict - idempotency_in_progress - idempotency_unavailable - ingest_policy_changed - ingest_policy_not_found - ingest_policy_revoked - integrations_unconfigured - internal_error - invalid_json - invalid_pull_request_review_result - invalid_request - invalid_scope - invariant_violation - launchdarkly_rate_limited - launchdarkly_unavailable - live_fleet_unconfigured - managed_agents_unavailable - merge_key_rejected - merge_link_unavailable - merge_rate_limited - merge_unavailable - missing_dependency - model_gateway_metadata_missing - model_gateway_unconfigured - model_gateway_unreachable - mutation_transaction_budget_exceeded - not_found - page_token_expired - payload_too_large - persistence_busy - precondition_failed - precondition_required - provider_registration_unsupported - provider_selection_unsupported - rate_limit_exceeded - rate_limited - repository_automation_unconfigured - request_too_large - reserved_source_type - revision_conflict - run_log_store_unavailable - runner_image_resolution_failed - sandbox_provider_disabled - service_unavailable - session_analyst_busy - session_analyst_model_unavailable - session_analyst_unconfigured - session_start_admission_unavailable - session_start_not_admitted - setup_fallback_environment_unsafe - setup_run_finished - setup_run_in_progress - setup_run_limit - setup_run_not_started - setup_runs_unavailable - skill_storage_unconfigured - slack_channels_rejected - slack_channels_unavailable - slack_channels_unconfigured - slack_connection_malformed - slack_event_intake_unavailable - slack_installation_mismatch - slack_missing_scope - slack_rate_limited - slack_reapproval_required - source_ownership_mismatch - source_revision_conflict - spanner_unavailable - streaming_unsupported - submission_transaction_budget_exceeded - task_version_number_conflict - team_board_unconfigured - too_many_streams - unauthorized - unsupported_media_type - vault_creation_retired - version_content_conflict - webhook_delivery_too_large - workspace_boundary_denied message: type: string minLength: 1 description: Human-readable error message. details: description: Optional structured error details. type: object propertyNames: type: string additionalProperties: {} required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorForbidden: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - forbidden message: type: string minLength: 1 description: Human-readable error message. details: description: Optional structured error details. type: object propertyNames: type: string additionalProperties: {} required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorUnsupportedMediaType: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - unsupported_media_type message: type: string minLength: 1 description: Human-readable error message. details: description: Optional structured error details. type: object propertyNames: type: string additionalProperties: {} required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorBadGateway: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - bad_gateway message: type: string minLength: 1 description: Human-readable error message. details: description: Optional structured error details. type: object propertyNames: type: string additionalProperties: {} required: - code - message additionalProperties: false description: Standard flat error response. ManagedAgentsApiErrorGatewayTimeout: type: object properties: code: type: string minLength: 1 description: Stable machine-readable error code. enum: - gateway_timeout message: type: string minLength: 1 description: Human-readable error message. details: description: Optional structured error details. type: object propertyNames: type: string additionalProperties: {} required: - code - message additionalProperties: false description: Standard flat error response. securitySchemes: bearerAuth: type: http scheme: bearer description: A Recursion API key, created in the console under API keys. ````