Cast AI Model Specs API

openapi: 3.2.0
info:
  title: AI Enabler Model Specs API
  version: 0.0.1
  description: Provides the API for managing model specifications.
servers:
- url: https://api.cast.ai/
  description: US endpoint
- url: https://api.eu.cast.ai/
  description: EU endpoint
security:
- BearerAuth: []
- ApiKeyAuth: []
tags:
- name: ModelSpecsAPI
  description: Provides the API for managing model specifications.
paths:
  /ai-optimizer/v1beta/organizations/{organizationId}/model-specs:
    post:
      tags:
      - ModelSpecsAPI
      summary: Create model specs
      description: Creates a new model specs
      operationId: ModelSpecsAPI_CreateModelSpecs
      parameters:
      - name: organizationId
        in: path
        description: The organization ID.
        required: true
        schema:
          type: string
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ModelSpecs'
        required: true
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelSpecs'
        default:
          description: Default error response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Status'
    get:
      tags:
      - ModelSpecsAPI
      summary: List model specs
      description: Gets the list of model specs.
      operationId: ModelSpecsAPI_ListModelSpecs
      parameters:
      - name: organizationId
        in: path
        description: The organization ID.
        required: true
        schema:
          type: string
      - name: page.limit
        in: query
        description: Defines the number of items that should be returned
        schema:
          type: string
      - name: page.cursor
        in: query
        description: "Cursor that defines token indicating where to start the next page.\n Empty value indicates to start from beginning of the dataset."
        schema:
          type: string
      - name: sort.field
        in: query
        description: The field name to order by. Nested fields can be specified by using a dot (e.g. user.name).
        schema:
          type: string
      - name: sort.order
        in: query
        description: The order of returned items. Default is ASC.
        schema:
          enum:
          - ASC
          - asc
          - DESC
          - desc
          type: string
          format: enum
      - name: cloud
        in: query
        description: The cloud provider.
        schema:
          enum:
          - CLOUD_UNSPECIFIED
          - GCP
          - AWS
          - AZURE
          - ORACLE
          - NEBIUS
          type: string
          format: enum
      - name: region
        in: query
        description: "The region of cloud provider. We use the region to find the price of the instance type for running the model.\n If not specified, the cheapest instance type's price will be used from any region."
        schema:
          type: string
      - name: registryType
        in: query
        description: The type of the registry.
        schema:
          enum:
          - REGISTRY_TYPE_UNSPECIFIED
          - HUGGING_FACE
          - PRIVATE
          type: string
          format: enum
      - name: registryId
        in: query
        description: The private registry ID.
        schema:
          type: string
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListModelSpecsResponse'
        default:
          description: Default error response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Status'
  /ai-optimizer/v1beta/organizations/{organizationId}/model-specs/{id}:
    delete:
      tags:
      - ModelSpecsAPI
      summary: Delete model specs
      description: Deletes a model specs
      operationId: ModelSpecsAPI_DeleteModelSpecs
      parameters:
      - name: organizationId
        in: path
        description: The organization ID.
        required: true
        schema:
          type: string
      - name: id
        in: path
        description: The model specs ID.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: OK
          content: {}
        default:
          description: Default error response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Status'
    get:
      tags:
      - ModelSpecsAPI
      summary: Get model specs
      description: Gets a specific model specs
      operationId: ModelSpecsAPI_GetModelSpecs
      parameters:
      - name: organizationId
        in: path
        description: The organization ID.
        required: true
        schema:
          type: string
      - name: id
        in: path
        description: The model specs ID.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelSpecs'
        default:
          description: Default error response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Status'
components:
  schemas:
    CloudRegion:
      required:
      - name
      - pricePerHour
      - cloud
      - instanceType
      - gpuCount
      - gpuName
      - cpu
      - memoryMib
      type: object
      properties:
        name:
          type: string
          description: The name of the region.
        pricePerHour:
          type: string
          description: The price per hour of the model in the region.
        cloud:
          enum:
          - CLOUD_UNSPECIFIED
          - GCP
          - AWS
          - AZURE
          - ORACLE
          - NEBIUS
          type: string
          description: The cloud provider.
          format: enum
        instanceType:
          type: string
          description: The instance type of the model.
        gpuCount:
          type: integer
          description: The amount of GPU provided by the instance.
          format: int32
        gpuName:
          type: string
          description: The type of GPU provided by the instance.
        cpu:
          type: integer
          description: The amount of CPU provided by the instance.
          format: int32
        memoryMib:
          type: integer
          description: The amount of memory in MiB provided by the instance.
          format: int32
        type:
          readOnly: true
          enum:
          - TYPE_UNSPECIFIED
          - CLUSTER
          - EDGE_LOCATION
          - NOT_ONBOARDED
          type: string
          description: Cloud region type
          format: enum
      description: Region of the cloud provider where a model can be deployed.
    Status:
      type: object
      properties:
        code:
          type: integer
          description: The status code, which should be an enum value of [google.rpc.Code][google.rpc.Code].
          format: int32
        message:
          type: string
          description: A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the [google.rpc.Status.details][google.rpc.Status.details] field, or localized by the client.
        details:
          type: array
          items:
            $ref: '#/components/schemas/GoogleProtobufAny'
          description: A list of messages that carry the error details.  There is a common set of message types for APIs to use.
      description: 'The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors).'
    HardwareSpecs:
      required:
      - cpu
      - memoryMib
      - regions
      type: object
      properties:
        cpu:
          type: integer
          description: The amount of CPU required by the model.
          format: int32
        memoryMib:
          type: integer
          description: The amount of memory in MiB required by the model.
          format: int32
        regions:
          type: array
          items:
            $ref: '#/components/schemas/CloudRegion'
          description: In which regions the model have desired resources
      description: Hardware specs of the model.
    HuggingFaceModel:
      required:
      - modelName
      - termsAndConditions
      type: object
      properties:
        modelName:
          type: string
          description: The Hugging Face model name of the model.
        termsAndConditions:
          allOf:
          - $ref: '#/components/schemas/HuggingFaceModel_TermsAndConditions'
          description: The Hugging Face terms and conditions configuration of the model.
      description: Hugging Face registry configuration of the model.
    ListModelSpecsResponse:
      required:
      - items
      type: object
      properties:
        items:
          type: array
          items:
            $ref: '#/components/schemas/ModelSpecs'
          description: The list of model specs.
        nextPageCursor:
          type: string
          description: A page cursor to retrieve the next page of results.
      description: Response message for listing model specs.
    PrivateRegistryModel:
      required:
      - registryId
      - baseModelId
      type: object
      properties:
        registryId:
          type: string
          description: Registry ID for the model
        baseModelId:
          type: string
          description: Base model ID
        loraAdapter:
          type: boolean
          description: Whether this is a LoRA adapter (vs. full model)
        status:
          readOnly: true
          enum:
          - STATUS_UNSPECIFIED
          - ACTIVE
          - ERROR
          - VALIDATING
          type: string
          description: Model status
          format: enum
        statusReason:
          readOnly: true
          type: string
          description: The reason for the current status
      description: Private registry configuration of the model.
    ModelSpecs:
      required:
      - model
      - registryType
      type: object
      properties:
        id:
          readOnly: true
          type: string
          description: ID of the model specs
        model:
          type: string
          description: The name of the model.
        description:
          type: string
          description: The description of the model.
        routable:
          readOnly: true
          type: boolean
          description: Whether the model is routable.
        quantization:
          readOnly: true
          type: string
          description: The quantization of the model.
        modalities:
          readOnly: true
          type: array
          items:
            type: string
          description: The list of modalities the model supports. Can be a list of "text", "image", "audio", etc.
        type:
          readOnly: true
          type: string
          description: The type of the model. Can be "chat", "embeddings", "completion", "audio_transcription", etc.
        tokensPerSecond:
          readOnly: true
          type: integer
          description: The tokens per second that the model can achieve with the specs.
          format: int32
        hardwareSpecs:
          readOnly: true
          allOf:
          - $ref: '#/components/schemas/HardwareSpecs'
          description: The hardware specs of the model.
        createTime:
          readOnly: true
          type: string
          description: The time when the model was created
          format: date-time
        updateTime:
          readOnly: true
          type: string
          description: The time when the model was last updated
          format: date-time
        registryType:
          enum:
          - REGISTRY_TYPE_UNSPECIFIED
          - HUGGING_FACE
          - PRIVATE
          type: string
          description: The type of the registry.
          format: enum
        huggingFace:
          allOf:
          - $ref: '#/components/schemas/HuggingFaceModel'
          description: The Hugging Face registry configuration of the model.
        privateRegistry:
          allOf:
          - $ref: '#/components/schemas/PrivateRegistryModel'
          description: The private registry configuration of the model.
      description: Model specs.
    HuggingFaceModel_TermsAndConditions:
      required:
      - acceptanceRequired
      type: object
      properties:
        acceptanceRequired:
          type: boolean
          description: Whether the acceptance of the terms and conditions is required.
        uri:
          type: string
          description: The URL pointing to the Hugging Face model page where the terms and conditions can be accepted.
      description: Hugging Face terms and conditions configuration of a model.
    GoogleProtobufAny:
      type: object
      properties:
        '@type':
          type: string
          description: The type of the serialized message.
      additionalProperties: true
      description: Contains an arbitrary serialized message along with a @type that describes the type of the serialized message.
  securitySchemes:
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT
    ApiKeyAuth:
      type: apiKey
      in: header
      name: X-API-Key
x-provenance:
  method: searched
  source: https://docs.cast.ai/reference
  harvested: '2026-10-20'
  tool: harvest-readme-openapi.py
  note: Assembled verbatim from the OpenAPI definition ReadMe embeds in each operation page of the provider's developer portal; paths and components merged by API title, nothing authored.
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  - https://docs.cast.ai/reference/workspacetemplatesapi_getworkspacetemplate.md
  - https://docs.cast.ai/reference/workspacetemplatesapi_listworkspacetemplates.md
  - https://docs.cast.ai/reference/workspacetemplatesapi_updateworkspacetemplate.md
  - https://docs.cast.ai/reference/workspacetokensapi_exchangeworkspacetoken.md
  - https://docs.cast.ai/reference/workspacetokensapi_keyverify.md
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