GetYourJob Model API

The model API from GetYourJob — 2 operation(s) for model.

GitHub OpenAPI

Operations 2

POST /v1/internal/model/train Trigger model training #
GET /v1/internal/model/status Get model status and metrics #

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OpenAPI Specification

getyourjob-pro-model-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: MatchingAgent Model API
  description: 'AI-powered candidate-job matching API.


    ## Features


    - **Match candidates against offers** - Get scored matches with detailed analysis

    - **Explainable results** - Understand why a match is good or bad

    - **Flexible input** - Accept various data formats


    ## MVP Endpoints


    - `POST /v1/match` - Match a candidate against multiple offers

    - `GET /v1/health` - Health check


    ## Coming Soon


    - `POST /v1/enrich` - Enrich candidate profiles with external data

    - `POST /v1/parse-document` - Parse CV/resume documents'
  version: mvp-1.0.0
tags:
- name: Model
paths:
  /v1/internal/model/train:
    post:
      tags:
      - Model
      summary: Trigger model training
      description: Trigger LightGBM model training from labelled data.
      operationId: trigger_training_v1_internal_model_train_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TrainRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TrainResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/internal/model/status:
    get:
      tags:
      - Model
      summary: Get model status and metrics
      description: Get current model status, metrics, and suggested weights.
      operationId: model_status_v1_internal_model_status_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ModelStatusResponse'
components:
  schemas:
    ModelStatusResponse:
      properties:
        model_available:
          type: boolean
          title: Model Available
        is_training:
          type: boolean
          title: Is Training
        last_trained_at:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Trained At
        last_error:
          anyOf:
          - type: string
          - type: 'null'
          title: Last Error
        metrics:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metrics
        feature_importances:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Feature Importances
        suggested_weights:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Suggested Weights
        labels_used:
          anyOf:
          - type: integer
          - type: 'null'
          title: Labels Used
      type: object
      required:
      - model_available
      - is_training
      title: ModelStatusResponse
      description: Response with model status and metrics.
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    TrainResponse:
      properties:
        success:
          type: boolean
          title: Success
        message:
          type: string
          title: Message
        training_started:
          type: boolean
          title: Training Started
          default: false
      type: object
      required:
      - success
      - message
      title: TrainResponse
      description: Response from training trigger.
    TrainRequest:
      properties:
        getyourjob_url:
          type: string
          title: Getyourjob Url
          description: GetYourJob base URL for fetching labels
          default: http://localhost:3001
        export_key:
          type: string
          title: Export Key
          description: API key for GetYourJob labelling export endpoint
        min_labels:
          type: integer
          title: Min Labels
          description: Minimum labels required to train
          default: 100
      type: object
      required:
      - export_key
      title: TrainRequest
      description: Request to trigger model training.
    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