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

# Plan a dataset schema

> The schema the agent would use for a prompt, to review or edit before creating.



## OpenAPI

````yaml https://agent.tinyfish.ai/v1/openapi/datasets post /v1/datasets/plan
openapi: 3.0.0
info:
  title: TinyFish Datasets API
  version: 1.0.0
  description: Describe a dataset in plain English and have agents fill it from the web.
  contact:
    name: TinyFish Support
    email: support@tinyfish.ai
servers:
  - url: https://agent.tinyfish.ai
security: []
paths:
  /v1/datasets/plan:
    post:
      summary: Plan a dataset schema
      description: >-
        The schema the agent would use for a prompt, to review or edit before
        creating.
      operationId: planDataset
      requestBody:
        content:
          application/json:
            schema:
              type: object
              properties:
                prompt:
                  type: string
                  minLength: 3
                  maxLength: 15000
                  description: What the dataset should contain, in plain English
                  example: >-
                    Specialty coffee shops in Oakland with their website and
                    rating
              required:
                - prompt
              additionalProperties: false
      responses:
        '200':
          description: The planned schema
          content:
            application/json:
              schema:
                type: object
                properties:
                  spec:
                    type: object
                    properties:
                      name:
                        type: string
                        minLength: 1
                        maxLength: 200
                      description:
                        type: string
                        minLength: 1
                      columns:
                        type: array
                        items:
                          type: object
                          properties:
                            name:
                              type: string
                              minLength: 1
                            label:
                              type: string
                              minLength: 1
                              maxLength: 200
                            type:
                              type: string
                              enum:
                                - string
                                - number
                                - boolean
                                - url
                                - date
                            is_primary_key:
                              type: boolean
                            retrieval_hint:
                              type: string
                              maxLength: 2000
                          required:
                            - name
                            - type
                            - is_primary_key
                        minItems: 1
                        maxItems: 64
                      keep_when:
                        type: object
                        properties:
                          column:
                            type: string
                            minLength: 1
                        required:
                          - column
                    required:
                      - name
                      - description
                      - columns
                    description: >-
                      The schema the agent designed; edit and send to POST
                      /v1/datasets
                required:
                  - spec
        '400':
          description: Invalid request
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '401':
          description: Unauthorized - missing or invalid API key
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '403':
          description: Forbidden - team API keys cannot use Datasets
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '404':
          description: Not found - the dataset or run, or the Datasets API for this account
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '422':
          description: The agent could not design a schema for the prompt
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '429':
          description: Rate limit or daily run limit exceeded
          headers:
            Retry-After:
              description: Seconds to wait before retrying.
              schema:
                type: string
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '500':
          description: Internal server error
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '502':
          description: Datasets service gave a bad answer; retry
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '503':
          description: Datasets service unavailable; retry
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
        '504':
          description: Planning the schema timed out
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    type: object
                    properties:
                      code:
                        type: string
                        enum:
                          - MISSING_API_KEY
                          - INVALID_API_KEY
                          - INVALID_INPUT
                          - RATE_LIMIT_EXCEEDED
                          - DAILY_LIMIT_EXCEEDED
                          - INTERNAL_ERROR
                          - RETRY_REQUIRED
                          - UNAUTHORIZED
                          - VAULT_RECONNECT_REQUIRED
                          - FORBIDDEN
                          - NOT_FOUND
                          - FEATURE_NOT_AVAILABLE
                          - SERVICE_BUSY
                          - TIMEOUT
                          - INSUFFICIENT_CREDITS
                          - FREE_ALLOWANCE_EXHAUSTED
                          - CONTENT_POLICY_VIOLATION
                          - MAX_STEPS_EXCEEDED
                          - SITE_BLOCKED
                          - TASK_FAILED
                          - CANCELLED
                        description: Machine-readable error code
                        example: INVALID_INPUT
                      message:
                        type: string
                        description: Human-readable error message
                        example: Field "url" is required and must be a string
                      details:
                        nullable: true
                        description: Additional error details (validation errors, etc.)
                    required:
                      - code
                      - message
                  request_id:
                    type: string
                    description: >-
                      Request correlation ID, also returned as the X-Request-ID
                      response header. Include it when reporting issues.
                    example: 8f9dba20-e37b-4749-a919-2269e28b4a2c
                required:
                  - error
                description: Standard error response format
      security:
        - ApiKeyAuth: []
components:
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: X-API-Key
      description: API key for authentication. Get your key from the API Keys page.

````

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