> ## Documentation Index > Fetch the complete documentation index at: https://docs.vocily.ai/llms.txt > Use this file to discover all available pages before exploring further. # Export memory > Everything an agent remembers, as a CSV. **One row per fact**, not per caller — a caller-per-row sheet would need a column for every key any caller ever had, which is unbounded and mostly empty. Long format sorts, filters and pivots, and stays stable as you add fields. Honours the same filters as the list, so "export what I am looking at" matches what you were looking at. Not paginated: the point of an export is to get all of it. ## OpenAPI ````yaml developers/openapi.json GET /v1/agents/{agent_id}/memory/export openapi: 3.1.0 info: title: Vocily API description: >- Public REST API for Vocily. Build and configure an agent, publish a version and put it live, place outbound calls, and read back calls, chats and what the agent remembered. Authenticate with a workspace API key as a Bearer token. Some things stay in the dashboard, by design: creating an API key, buying or connecting a phone number, setting an agent's webhook URL, connecting WhatsApp and its templates, building HTTP tools, and running batch campaigns. version: v1 servers: - url: https://api.vocily.ai description: Production security: [] paths: /v1/agents/{agent_id}/memory/export: get: tags: - agent-memory summary: Export Memory description: >- Everything this agent remembers, as a CSV — one row per caller. Honours the same date/search filter as the list, so an export matches what you were looking at. Not paginated: the point of an export is to get all of it. operationId: export_memory_v1_agents__agent_id__memory_export_get parameters: - name: agent_id in: path required: true schema: type: string title: Agent Id description: The agent's id, as `GET /v1/agents` returns it. - name: last_updated_on in: query required: false schema: anyOf: - type: string - type: 'null' description: ISO date - callers updated that day title: Last Updated On description: ISO date - callers updated that day - name: last_updated_from in: query required: false schema: anyOf: - type: string - type: 'null' description: ISO date - range start, inclusive title: Last Updated From description: ISO date - range start, inclusive - name: last_updated_to in: query required: false schema: anyOf: - type: string - type: 'null' description: ISO date - range end, inclusive title: Last Updated To description: ISO date - range end, inclusive - name: search in: query required: false schema: anyOf: - type: string - type: 'null' title: Search description: Free-text filter on the record's name. responses: '200': description: >- Everything this agent remembers, as CSV — ONE ROW PER FACT. Not paginated: the point of an export is to get all of it. content: text/csv: schema: type: string '401': description: Missing or invalid API key. content: application/json: schema: $ref: '#/components/schemas/ApiError' example: detail: Invalid API key code: UNAUTHORIZED '422': description: Validation Error content: application/json: schema: $ref: '#/components/schemas/HTTPValidationError' '429': description: Rate limit exceeded — honor `Retry-After`. content: application/json: schema: $ref: '#/components/schemas/ApiError' example: code: rate_limited security: - bearerAuth: [] components: schemas: ApiError: type: object description: >- Error envelope. `code` is derived from the HTTP status, so branch on it for the CLASS of failure; the specific reason is `detail.code`. Every public refusal carries both. properties: detail: type: object description: >- The reason. `code` is the domain reason (e.g. `call_not_found`) and `message` is a sentence safe to log. On a `422` it also carries `errors[]`, one entry per rejected field — see `HTTPValidationError`. properties: code: type: string example: call_not_found message: type: string example: Call not found required: - code - message code: type: string description: Derived from the HTTP status, not the domain reason. example: NOT_FOUND HTTPValidationError: type: object title: HTTPValidationError description: >- A request the API could not read: a field of the wrong type, out of range, missing, or one we do not accept. Same envelope as every other error. properties: detail: type: object description: >- What was wrong, as `code`, a one-line `message`, and every offending field in `errors`. required: - code - message - errors properties: code: type: string enum: - validation_error message: type: string description: >- The first problem in one line, with a count of the rest — e.g. `model.temperature: Input should be less than or equal to 2 (and 1 more)`. errors: type: array items: $ref: '#/components/schemas/ValidationError' description: >- One entry per offending field. **Every problem is reported at once**, not just the first, so a malformed body needs one round trip to fix rather than one per field. code: type: string enum: - VALIDATION_ERROR description: Derived from the HTTP status, as on every error. ValidationError: type: object title: ValidationError required: - field - message - type properties: field: type: string description: >- The offending field as a path from the root of your request — `voice.speed`, `variables[0].key`, or `query.limit` for a query parameter. **This is the field to read.** message: type: string description: What is wrong with it, in plain language. type: type: string description: >- A stable machine code for the kind of failure, e.g. `extra_forbidden` for a field we do not accept, `missing` for a required one, or `less_than_equal` for a number out of range. Switch on this rather than on `message`, which may be reworded. securitySchemes: bearerAuth: type: http scheme: bearer description: 'Your API key as a Bearer token, e.g. `Authorization: Bearer vk_…`.' ````