Label Studio subpackage_modelProviders API

openapi: 3.1.0
info:
  title: API Reference subpackage_actions subpackage_modelProviders API
  version: 1.0.0
servers:
- url: http://localhost:8000
tags:
- name: subpackage_modelProviders
paths:
  /api/model-provider-connections/:
    get:
      operationId: list
      summary: ✨ List model provider connections
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nList all model provider connections."
      tags:
      - subpackage_modelProviders
      parameters:
      - name: ordering
        in: query
        description: Which field to use when ordering the results.
        required: false
        schema:
          type: string
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: ''
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/ModelProviderConnection'
    post:
      operationId: create
      summary: ✨ Create model provider connection
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nCreate a new model provider connection."
      tags:
      - subpackage_modelProviders
      parameters:
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '201':
          description: ''
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelProviderConnection'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ModelProviderConnectionRequest'
  /api/model-provider-connections/provider-choices:
    get:
      operationId: list-model-provider-choices
      summary: ✨ List model provider choices
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nList all possible model provider choices"
      tags:
      - subpackage_modelProviders
      parameters:
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: List of model provider choices
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/model_providers_list_model_provider_choices_Response_200'
  /api/model-provider-connections/{id}/:
    get:
      operationId: get
      summary: ✨ Get model provider connection
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nRetrieve a specific model provider connection."
      tags:
      - subpackage_modelProviders
      parameters:
      - name: id
        in: path
        required: true
        schema:
          type: string
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: ''
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelProviderConnection'
    delete:
      operationId: delete
      summary: ✨ Delete model provider connection
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nDelete a model provider connection by ID"
      tags:
      - subpackage_modelProviders
      parameters:
      - name: id
        in: path
        required: true
        schema:
          type: string
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: Successful response
    patch:
      operationId: update
      summary: ✨ Update model provider connection
      description: "<Card href=\"https://humansignal.com/goenterprise\">\n        <img style=\"pointer-events: none; margin-left: 0px; margin-right: 0px;\" src=\"https://docs.humansignal.com/images/badge.svg\" alt=\"Label Studio Enterprise badge\"/>\n        <p style=\"margin-top: 10px; font-size: 14px;\">\n            This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise)\n        </p>\n    </Card>\nUpdate a specific model provider connection by ID."
      tags:
      - subpackage_modelProviders
      parameters:
      - name: id
        in: path
        required: true
        schema:
          type: string
      - name: Authorization
        in: header
        description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'
        required: true
        schema:
          type: string
      responses:
        '200':
          description: ''
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelProviderConnection'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchedModelProviderConnectionRequest'
components:
  schemas:
    PatchedModelProviderConnectionRequest:
      type: object
      properties:
        api_key:
          type:
          - string
          - 'null'
          description: Model provider API key
        auth_token:
          type:
          - string
          - 'null'
          description: Model provider Auth token
        budget_alert_threshold:
          type:
          - number
          - 'null'
          format: double
          description: Budget alert threshold for the given provider connection
        cached_available_models:
          type:
          - string
          - 'null'
          description: List of available models from the provider
        deployment_name:
          type:
          - string
          - 'null'
          description: Azure OpenAI deployment name
        endpoint:
          type:
          - string
          - 'null'
          description: Azure OpenAI endpoint
        google_application_credentials:
          type:
          - string
          - 'null'
          description: The content of GOOGLE_APPLICATION_CREDENTIALS json file
        google_location:
          type:
          - string
          - 'null'
          description: Google project location
        google_project_id:
          type:
          - string
          - 'null'
          description: Google project ID
        is_internal:
          type:
          - boolean
          - 'null'
          description: Whether the model provider connection is internal, not visible to the user
        provider:
          $ref: '#/components/schemas/ProviderEnum'
        scope:
          $ref: '#/components/schemas/ScopeEnum'
      title: PatchedModelProviderConnectionRequest
    ScopeEnum:
      type: string
      enum:
      - Organization
      - User
      - Model
      description: '* `Organization` - Organization

        * `User` - User

        * `Model` - Model'
      title: ScopeEnum
    ProviderEnum:
      type: string
      enum:
      - OpenAI
      - AzureOpenAI
      - AzureAIFoundry
      - VertexAI
      - Gemini
      - Anthropic
      - Custom
      description: '* `OpenAI` - OpenAI

        * `AzureOpenAI` - AzureOpenAI

        * `AzureAIFoundry` - AzureAIFoundry

        * `VertexAI` - VertexAI

        * `Gemini` - Gemini

        * `Anthropic` - Anthropic

        * `Custom` - Custom'
      title: ProviderEnum
    ModelProviderConnection:
      type: object
      properties:
        budget_alert_threshold:
          type:
          - number
          - 'null'
          format: double
          description: Budget alert threshold for the given provider connection
        budget_last_reset_date:
          type:
          - string
          - 'null'
          format: date-time
          description: Date and time the budget was last reset
        budget_limit:
          type:
          - number
          - 'null'
          format: double
          description: Budget limit for the model provider connection (null if unlimited)
        budget_reset_period:
          oneOf:
          - $ref: '#/components/schemas/BudgetResetPeriodEnum'
          - type: 'null'
          description: 'Budget reset period for the model provider connection (null if not reset)


            * `Monthly` - Monthly

            * `Yearly` - Yearly'
        budget_total_spent:
          type:
          - number
          - 'null'
          format: double
          description: Tracked total budget spent for the given provider connection within the current budget period
        cached_available_models:
          type:
          - string
          - 'null'
          description: List of available models from the provider
        created_at:
          type: string
          format: date-time
        created_by:
          $ref: '#/components/schemas/UserSimple'
        deployment_name:
          type:
          - string
          - 'null'
          description: Azure OpenAI deployment name
        endpoint:
          type:
          - string
          - 'null'
          description: Azure OpenAI endpoint
        google_location:
          type:
          - string
          - 'null'
          description: Google project location
        google_project_id:
          type:
          - string
          - 'null'
          description: Google project ID
        id:
          type: integer
        is_internal:
          type:
          - boolean
          - 'null'
          description: Whether the model provider connection is internal, not visible to the user
        model_params:
          type: string
          description: JSON schema for the model parameters available for the provider
        organization:
          type:
          - integer
          - 'null'
        provider:
          $ref: '#/components/schemas/ProviderEnum'
        scope:
          $ref: '#/components/schemas/ScopeEnum'
        updated_at:
          type: string
          format: date-time
      required:
      - budget_last_reset_date
      - budget_limit
      - budget_reset_period
      - budget_total_spent
      - created_at
      - created_by
      - id
      - model_params
      - organization
      - updated_at
      title: ModelProviderConnection
    ModelProviderConnectionRequest:
      type: object
      properties:
        api_key:
          type:
          - string
          - 'null'
          description: Model provider API key
        auth_token:
          type:
          - string
          - 'null'
          description: Model provider Auth token
        budget_alert_threshold:
          type:
          - number
          - 'null'
          format: double
          description: Budget alert threshold for the given provider connection
        cached_available_models:
          type:
          - string
          - 'null'
          description: List of available models from the provider
        deployment_name:
          type:
          - string
          - 'null'
          description: Azure OpenAI deployment name
        endpoint:
          type:
          - string
          - 'null'
          description: Azure OpenAI endpoint
        google_application_credentials:
          type:
          - string
          - 'null'
          description: The content of GOOGLE_APPLICATION_CREDENTIALS json file
        google_location:
          type:
          - string
          - 'null'
          description: Google project location
        google_project_id:
          type:
          - string
          - 'null'
          description: Google project ID
        is_internal:
          type:
          - boolean
          - 'null'
          description: Whether the model provider connection is internal, not visible to the user
        provider:
          $ref: '#/components/schemas/ProviderEnum'
        scope:
          $ref: '#/components/schemas/ScopeEnum'
      title: ModelProviderConnectionRequest
    BudgetResetPeriodEnum:
      type: string
      enum:
      - Monthly
      - Yearly
      description: '* `Monthly` - Monthly

        * `Yearly` - Yearly'
      title: BudgetResetPeriodEnum
    UserSimple:
      type: object
      properties:
        avatar:
          type: string
        email:
          type: string
          format: email
        first_name:
          type: string
        id:
          type: integer
        last_name:
          type: string
        username:
          type: string
      required:
      - avatar
      - id
      - username
      description: 'A ModelSerializer that takes additional arguments for

        "fields", "omit" and "expand" in order to

        control which fields are displayed, and whether to replace simple

        values with complex, nested serializations'
      title: UserSimple
    model_providers_list_model_provider_choices_Response_200:
      type: object
      properties:
        provider_choices:
          type: array
          items:
            type: string
      title: model_providers_list_model_provider_choices_Response_200
  securitySchemes:
    Token:
      type: apiKey
      in: header
      name: Authorization
      description: 'The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>'