Seekr Fine Tuning API

openapi: 3.2.0
info:
  title: SeekrFlow Fine Tuning API
  description: SeekrFlow API Documentation
  termsOfService: http://www.seekr.com/support
  contact:
    name: Seekr API Support
    url: http://www.seekr.com/contact
    email: contact@seekr.com
  version: 5.108.1
servers:
- url: https://flow.seekr.com
  description: SeekrBuild server base URL
tags:
- name: Fine-tuning
paths:
  /v1/flow/fine-tune:
    post:
      tags:
      - Fine-tuning
      summary: Fine Tune
      operationId: fine_tune_v1_flow_fine_tune_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RequestConfig'
        required: true
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FinetuneResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - APIKeyHeader: []
  /v1/flow/fine-tunes/{fine_tune_id}:
    get:
      tags:
      - Fine-tuning
      summary: Get Fine Tune
      operationId: get_fine_tune_v1_flow_fine_tunes__fine_tune_id__get
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      - name: include_deleted
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Include Deleted
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FinetuneResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    patch:
      tags:
      - Fine-tuning
      summary: Patch Fine Tune
      operationId: patch_fine_tune_v1_flow_fine_tunes__fine_tune_id__patch
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateFineTuneRequest'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FinetuneResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - Fine-tuning
      summary: Delete Fine Tune
      operationId: delete_fine_tune_v1_flow_fine_tunes__fine_tune_id__delete
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      responses:
        '204':
          description: Success, no content returned
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/fine-tunes/{fine_tune_id}/download:
    get:
      tags:
      - Fine-tuning
      summary: Download Fine Tune
      operationId: download_fine_tune_v1_flow_fine_tunes__fine_tune_id__download_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema: {}
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/fine-tunes/{fine_tune_id}/cancel:
    put:
      tags:
      - Fine-tuning
      summary: Cancel Fine Tune
      operationId: cancel_fine_tune_v1_flow_fine_tunes__fine_tune_id__cancel_put
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FinetuneResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/fine-tunes/{fine_tune_id}/workflow-phase:
    get:
      tags:
      - Fine-tuning
      summary: Fine Tune Workflow Phase
      description: 'Internal: the live Argo workflow phase for a fine-tune job.


        Not part of the public SDK. Lets the integration suite confirm a cancelled

        job''s workflow actually terminated (the DB `cancelled` write alone doesn''t

        prove the Argo stop landed). ``phase`` is None when the workflow was never

        started or no longer exists in Argo.'
      operationId: fine_tune_workflow_phase_v1_flow_fine_tunes__fine_tune_id__workflow_phase_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WorkflowPhaseResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
  /v1/flow/fine-tunes/{fine_tune_id}/demote-model:
    get:
      tags:
      - Fine-tuning
      summary: Demote Model
      operationId: demote_model_v1_flow_fine_tunes__fine_tune_id__demote_model_get
      deprecated: true
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      - name: Authorization
        in: header
        required: true
        schema:
          type: string
          title: Authorization
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
  /v1/flow/fine-tunes/{fine_tune_id}/promote-model:
    get:
      tags:
      - Fine-tuning
      summary: Promote Model
      operationId: promote_model_v1_flow_fine_tunes__fine_tune_id__promote_model_get
      deprecated: true
      parameters:
      - name: fine_tune_id
        in: path
        required: true
        schema:
          type: string
          title: Fine Tune Id
      - name: Authorization
        in: header
        required: true
        schema:
          type: string
          title: Authorization
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
  /v1/flow/fine-tunes:
    get:
      tags:
      - Fine-tuning
      summary: List Fine Tune
      operationId: list_fine_tune_v1_flow_fine_tunes_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: project_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Project Id
      - name: include_deleted
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Include Deleted
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FinetuneList'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/projects:
    get:
      tags:
      - Fine-tuning
      summary: Get Projects
      operationId: get_projects_v1_flow_projects_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: skip
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            minimum: 0
          - type: 'null'
          title: Skip
      - name: limit
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            minimum: 1
          - type: 'null'
          title: Limit
      - name: include_deleted
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Include Deleted
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetProjectsResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    post:
      tags:
      - Fine-tuning
      summary: Upsert Project
      operationId: upsert_project_v1_flow_projects_post
      security:
      - APIKeyHeader: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PostProjectRequest'
      responses:
        '201':
          description: Resource created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Project'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/projects/{project_id}:
    get:
      tags:
      - Fine-tuning
      summary: Get Project By Id
      operationId: get_project_by_id_v1_flow_projects__project_id__get
      security:
      - APIKeyHeader: []
      parameters:
      - name: project_id
        in: path
        required: true
        schema:
          type: integer
          title: Project Id
      - name: include_deleted
        in: query
        required: false
        schema:
          type: boolean
          default: false
          title: Include Deleted
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Project'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - Fine-tuning
      summary: Delete Project
      operationId: delete_project_v1_flow_projects__project_id__delete
      security:
      - APIKeyHeader: []
      parameters:
      - name: project_id
        in: path
        required: true
        schema:
          type: integer
          title: Project Id
      responses:
        '204':
          description: Success, no content returned
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/events/finetunes/{finetune_id}:
    get:
      tags:
      - Fine-tuning
      summary: Get Finetune Events By Id
      operationId: get_finetune_events_by_id_v1_flow_events_finetunes__finetune_id__get
      security:
      - APIKeyHeader: []
      parameters:
      - name: finetune_id
        in: path
        required: true
        schema:
          type: string
          title: Finetune Id
      - name: type_filter
        in: query
        required: false
        schema:
          $ref: '#/components/schemas/FinetuneFilter'
          default: FINETUNE_ONLY
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetEventsResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/explain/models/{model_id}/influential-finetuning-data:
    get:
      tags:
      - Fine-tuning
      summary: Get Influential Training Data Route
      description: 'Retrieve influential QA pair training data for a specific model.

        This is a pass-through endpoint that calls the explainability service.'
      operationId: get_influential_training_data_route_v1_flow_explain_models__model_id__influential_finetuning_data_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: model_id
        in: path
        required: true
        schema:
          type: string
          title: Model Id
      - name: question
        in: query
        required: true
        schema:
          type: string
          title: Question
      - name: system_prompt
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: System Prompt
      - name: answer
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Answer
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InfluentialFinetuningDataResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    GetProjectsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/ProjectWithRuns'
          type: array
          title: Data
      type: object
      required:
      - data
      title: GetProjectsResponse
    StringCheckGrader:
      properties:
        type:
          type: string
          const: string_check
          title: Type
          default: string_check
        weight:
          anyOf:
          - type: number
            maximum: 1
            exclusiveMinimum: 0
          - type: 'null'
          title: Weight
        operation:
          $ref: '#/components/schemas/StringOperation'
      type: object
      required:
      - operation
      title: StringCheckGrader
      description: String-comparison grader. Requires a StringOperation.
    RequestConfig:
      properties:
        project_id:
          anyOf:
          - type: integer
          - type: 'null'
          title: Project Id
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        training_config:
          $ref: '#/components/schemas/TrainingConfig'
        infrastructure_config:
          $ref: '#/components/schemas/InfrastructureConfig'
      type: object
      required:
      - training_config
      - infrastructure_config
      title: RequestConfig
    FinetuneResponse:
      additionalProperties: true
      type: object
    RewardComponents:
      properties:
        format_reward_weight:
          type: number
          maximum: 1
          exclusiveMinimum: 0
          title: Format Reward Weight
          default: 0.1
        graders:
          items:
            oneOf:
            - $ref: '#/components/schemas/FormatCheckGrader'
            - $ref: '#/components/schemas/MathAccuracyGrader'
            - $ref: '#/components/schemas/StringCheckGrader'
            - $ref: '#/components/schemas/TextSimilarityGrader'
            - $ref: '#/components/schemas/LLMGrader'
            discriminator:
              propertyName: type
              mapping:
                format_check: '#/components/schemas/FormatCheckGrader'
                llm: '#/components/schemas/LLMGrader'
                math_accuracy: '#/components/schemas/MathAccuracyGrader'
                string_check: '#/components/schemas/StringCheckGrader'
                text_similarity: '#/components/schemas/TextSimilarityGrader'
          type: array
          minItems: 1
          title: Graders
      additionalProperties: true
      type: object
      required:
      - graders
      title: RewardComponents
    FormatCheckGrader:
      properties:
        type:
          type: string
          const: format_check
          title: Type
          default: format_check
        weight:
          anyOf:
          - type: number
            maximum: 1
            exclusiveMinimum: 0
          - type: 'null'
          title: Weight
      type: object
      title: FormatCheckGrader
      description: Format-compliance grader. Carries no operation or config.
    EventType:
      type: string
      enum:
      - Files
      - Finetune
      - Deployments
      - Alignment
      title: EventType
    InfluenceLevel:
      type: string
      enum:
      - high
      - medium
      - low
      - irrelevant
      title: InfluenceLevel
    ProjectWithRuns:
      properties:
        id:
          type: integer
          title: Id
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        user_id:
          type: string
          title: User Id
        team_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Team Id
        created_at:
          type: string
          format: date-time
          title: Created At
        updated_at:
          type: string
          format: date-time
          title: Updated At
        runs:
          type: integer
          title: Runs
        runs_deployed:
          type: integer
          title: Runs Deployed
        last_modified:
          type: string
          format: date-time
          title: Last Modified
      type: object
      required:
      - id
      - name
      - description
      - user_id
      - team_id
      - created_at
      - updated_at
      - runs
      - runs_deployed
      - last_modified
      title: ProjectWithRuns
    FineTuneType:
      type: string
      enum:
      - STANDARD
      - PREFERENCE
      - GRPO
      - REINFORCEMENT
      title: FineTuneType
    QuestionAnswerPair:
      properties:
        id:
          type: string
          title: Id
          description: Unique identifier for the QA pair
        file_id:
          type: string
          title: File Id
          description: ID of the source file
        influence_level:
          $ref: '#/components/schemas/InfluenceLevel'
          description: Level of influence this QA pair has (high, medium, low, irrelevant)
        messages:
          type: string
          title: Messages
          description: The question-answer content
      type: object
      required:
      - id
      - file_id
      - influence_level
      - messages
      title: QuestionAnswerPair
    FinetuneFilter:
      type: string
      enum:
      - FINETUNE_ONLY
      - ALL
      - FINETUNE_DEPLOYMENT
      - FINETUNE_FILES
      title: FinetuneFilter
    TextSimilarityOperation:
      type: string
      enum:
      - bleu
      - rouge
      title: TextSimilarityOperation
    PostProjectRequest:
      properties:
        id:
          anyOf:
          - type: integer
          - type: 'null'
          title: Id
        name:
          type: string
          maxLength: 100
          minLength: 5
          title: Name
        description:
          type: string
          maxLength: 1000
          minLength: 5
          title: Description
      type: object
      required:
      - name
      - description
      title: PostProjectRequest
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    WorkflowPhaseResponse:
      properties:
        phase:
          anyOf:
          - type: string
          - type: 'null'
          title: Phase
      additionalProperties: true
      type: object
      title: WorkflowPhaseResponse
      description: 'Internal: the Argo workflow phase backing a job.


        ``phase`` is the raw Argo phase (e.g. Running, Succeeded, Failed, Error) or

        ``None`` when the workflow no longer exists / was never started. Not part of

        the public SDK — used to verify a cancelled job''s workflow actually

        terminated.'
    EventStatus:
      type: string
      enum:
      - Inactive
      - Pending
      - Active
      - Failed
      - Started
      - Success
      - Uploading
      - Completed
      - Deleted
      - Cancelled
      - Queued
      - Running
      title: EventStatus
    GetEventsResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/Event'
          type: array
          title: Data
      type: object
      required:
      - data
      title: GetEventsResponse
    StringOperation:
      type: string
      enum:
      - equals
      - not_equals
      - contains
      - case_insensitive_contains
      title: StringOperation
    Project:
      properties:
        id:
          type: integer
          title: Id
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        user_id:
          type: string
          title: User Id
        team_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Team Id
        created_at:
          type: string
          format: date-time
          title: Created At
        updated_at:
          type: string
          format: date-time
          title: Updated At
      type: object
      required:
      - id
      - name
      - description
      - user_id
      - team_id
      - created_at
      - updated_at
      title: Project
    FinetuneList:
      properties:
        object:
          anyOf:
          - type: string
            const: list
          - type: 'null'
          title: Object
        data:
          anyOf:
          - items:
              $ref: '#/components/schemas/FinetuneResponse'
            type: array
          - type: 'null'
          title: Data
      additionalProperties: true
      type: object
      title: FinetuneList
    TrainingConfig:
      properties:
        training_files:
          items:
            type: string
          type: array
          title: Training Files
        model:
          type: string
          title: Model
        n_epochs:
          type: integer
          title: N Epochs
        learning_rate:
          anyOf:
          - type: number
          - type: 'null'
          title: Learning Rate
        n_checkpoints:
          anyOf:
          - type: integer
          - type: 'null'
          title: N Checkpoints
        batch_size:
          anyOf:
          - type: integer
            maximum: 1024
            minimum: 1
          - type: 'null'
          title: Batch Size
        experiment_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Experiment Name
        max_length:
          anyOf:
          - type: integer
          - type: 'null'
          title: Max Length
        pre_train:
          type: boolean
          title: Pre Train
          default: false
        fine_tune_type:
          $ref: '#/components/schemas/FineTuneType'
          default: STANDARD
        lora_config:
          anyOf:
          - $ref: '#/components/schemas/LoRAConfig'
          - type: 'null'
        reward_components:
          anyOf:
          - $ref: '#/components/schemas/RewardComponents'
          - type: 'null'
        beta:
          anyOf:
          - type: number
          - type: 'null'
          title: Beta
        loss_type:
          anyOf:
          - type: string
            enum:
            - SIGMOID
            - HINGE
            - IPO
            - KTO_PAIR
          - type: 'null'
          title: Loss Type
        gradient_checkpointing:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Gradient Checkpointing
      additionalProperties: true
      type: object
      required:
      - training_files
      - model
      - n_epochs
      title: TrainingConfig
    LoRAConfig:
      properties:
        r:
          type: integer
          exclusiveMinimum: 0
          title: R
          description: Rank of the update matrices.
          default: 8
        alpha:
          type: integer
          exclusiveMinimum: 0
          title: Alpha
          description: Scaling factor applied to LoRA updates.
          default: 32
        dropout:
          type: number
          maximum: 1
          minimum: 0
          title: Dropout
          description: Fraction of LoRA neurons dropped during training.
          default: 0.1
        bias:
          type: string
          enum:
          - none
          - all
          - lora_only
          title: Bias
          description: Bias terms to train; choose from 'none', 'all', or 'lora_only'.
          default: none
        extras:
          additionalProperties: true
          type: object
          title: Extras
      additionalProperties: true
      type: object
      title: LoRAConfig
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    TextSimilarityGrader:
      properties:
        type:
          type: string
          const: text_similarity
          title: Type
          default: text_similarity
        weight:
          anyOf:
          - type: number
            maximum: 1
            exclusiveMinimum: 0
          - type: 'null'
          title: Weight
        operation:
          $ref: '#/components/schemas/TextSimilarityOperation'
      type: object
      required:
      - operation
      title: TextSimilarityGrader
      description: Text-similarity grader. Requires a TextSimilarityOperation.
    InfrastructureConfig:
      properties:
        accel_type:
          $ref: '#/components/schemas/AcceleratorType'
        n_accel:
          type: integer
          title: N Accel
        n_node:
          type: integer
          title: N Node
          default: 1
      additionalProperties: true
      type: object
      required:
      - accel_type
      - n_accel
      title: InfrastructureConfig
    MathAccuracyGrader:
      properties:
        type:
          type: string
          const: math_accuracy
          title: Type
          default: math_accuracy
        weight:
          anyOf:
          - type: number
            maximum: 1
            exclusiveMinimum: 0
          - type: 'null'
          title: Weight
      type: object
      title: MathAccuracyGrader
      description: Math-correctness grader. Carries no operation or config.
    LLMGrader:
      properties:
        type:
          type: string
          const: llm
          title: Type
          default: llm
        weight:
          anyOf:
          - type: number
            maximum: 1
            exclusiveMinimum: 0
          - type: 'null'
          title: Weight
        seed:
          anyOf:
          - type: integer
            minimum: 0
          - type: 'null'
          title: Seed
        top_p:
          anyOf:
          - type: number
            maximum: 1
            minimum: 0
          - type: 'null'
          title: Top P
        temperature:
          type: number
          maximum: 1.5
          minimum: 0
          title: Temperature
          default: 0
        max_completion_tokens:
          type: integer
          minimum: 1
          title: Max Completion Tokens
          default: 512
      type: object
      title: LLMGrader
      description: 'LLM-as-a-judge grader.


        The user-facing generation parameters live directly on the grader (no nested

        config). The training service injects operational settings (inference endpoint,

        concurrency, timeouts) at runtime; those are not exposed to API users here.'
    Event:
      properties:
        id:
          type: integer
          title: Id
        type:
          $ref: '#/components/schemas/EventType'
        type_id:
          type: string
          title: Type Id
        status:
          $ref: '#/components/schemas/EventStatus'
        created_at:
          type: string
          format: date-time
          title: Created At
      type: object
      required:
      - id
      - type
      - type_id
      - status
      - created_at
      title: Event
    AcceleratorType:
      type: string
      enum:
      - GAUDI2
      - GAUDI3
      - A100
      - A10
      - H100
      - MI300X
      title: AcceleratorType
    UpdateFineTuneRequest:
      properties:
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
      type: object
      title: UpdateFineTuneRequest
    InfluentialFinetuningDataResponse:
      properties:
        answer:
          type: string
          title: Answer
          description: The answer from the model or provided by the user
        results:
          items:
            $ref: '#/components/schemas/QuestionAnswerPair'
          type: array
          title: Results
          description: List of influential training data results
        version:
          type: string
          title: Version
          description: Version of the explainability service
      type: object
      required:
      - answer
      - results
      - version
      title: InfluentialFinetuningDataResponse
      description: Response model for influential training data
  securitySchemes:
    APIKeyHeader:
      type: apiKey
      description: Your Seekr API key, sent in the Authorization header with no 'Bearer' prefix.
      in: header
      name: Authorization