Fivexer Learning API

The learning API from Fivexer — 9 operation(s) for learning.

Operations 9

GET /v1/learning/status Get workspace learning status and stats #
GET /v1/learning/workers/{workerId} Per-worker learning tag stats mapped to the skill catalog #
GET /v1/learning/weights/preview Preview synthesized routing weights before applying #
POST /v1/learning/weights/apply Apply synthesized routing weights to workers #
POST /v1/learning/weights/revert Restore routing weights saved before the last sync #
POST /v1/tasks/{id}/feedback Record external learning signals for a task #
POST /v1/tasks/{id}/reward Record a manual learning reward for a task #
POST /v1/learning/feedback Bulk feedback/reward import for many tasks #
POST /v1/learning/reset Reset the learned model and tag stats #

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OpenAPI Specification

5xer-com-learning-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Fivexer Platform Learning API
  description: 'Routing-as-a-service: create workers and tasks, the platform matches continuously. `/v1` authenticates with a workspace API key (`Authorization: Bearer sk_...`); `/console` with a session token from `/auth`; `/admin` with the operator token.'
  version: 0.1.0
servers:
- url: https://5xer.com
  description: This deployment
tags:
- name: Learning
paths:
  /v1/learning/status:
    get:
      summary: Get workspace learning status and stats
      tags:
      - Learning
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: getV1LearningStatus
      x-operation-id-source: derived
  /v1/learning/workers/{workerId}:
    get:
      summary: Per-worker learning tag stats mapped to the skill catalog
      tags:
      - Learning
      security:
      - apiKey: []
      parameters:
      - schema:
          type: string
        in: path
        name: workerId
        required: true
      responses:
        '200':
          description: Default Response
      operationId: getV1LearningWorkersByWorkerId
      x-operation-id-source: derived
  /v1/learning/weights/preview:
    get:
      summary: Preview synthesized routing weights before applying
      tags:
      - Learning
      parameters:
      - schema:
          type: string
          maxLength: 128
        in: query
        name: workerId
        required: false
      - schema:
          type: boolean
        in: query
        name: overrideManual
        required: false
      - schema:
          type: boolean
        in: query
        name: includeUnexploredTags
        required: false
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: getV1LearningWeightsPreview
      x-operation-id-source: derived
  /v1/learning/weights/apply:
    post:
      summary: Apply synthesized routing weights to workers
      tags:
      - Learning
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: false
              properties:
                workerIds:
                  type: array
                  items:
                    type: string
                    maxLength: 128
                  maxItems: 100
                overrideManual:
                  type: boolean
                includeUnexploredTags:
                  type: boolean
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: postV1LearningWeightsApply
      x-operation-id-source: derived
  /v1/learning/weights/revert:
    post:
      summary: Restore routing weights saved before the last sync
      tags:
      - Learning
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: false
              properties:
                workerIds:
                  type: array
                  items:
                    type: string
                    maxLength: 128
                  maxItems: 100
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: postV1LearningWeightsRevert
      x-operation-id-source: derived
  /v1/tasks/{id}/feedback:
    post:
      summary: Record external learning signals for a task
      tags:
      - Learning
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: false
              required:
              - signals
              properties:
                signals:
                  type: object
                  additionalProperties:
                    type: number
      security:
      - apiKey: []
      parameters:
      - schema:
          type: string
        in: path
        name: id
        required: true
      responses:
        '200':
          description: Default Response
      operationId: postV1TasksByIdFeedback
      x-operation-id-source: derived
  /v1/tasks/{id}/reward:
    post:
      summary: Record a manual learning reward for a task
      tags:
      - Learning
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: false
              required:
              - reward
              properties:
                reward:
                  type: number
      security:
      - apiKey: []
      parameters:
      - schema:
          type: string
        in: path
        name: id
        required: true
      responses:
        '200':
          description: Default Response
      operationId: postV1TasksByIdReward
      x-operation-id-source: derived
  /v1/learning/feedback:
    post:
      summary: Bulk feedback/reward import for many tasks
      tags:
      - Learning
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: false
              required:
              - items
              properties:
                items:
                  type: array
                  maxItems: 100
                  items:
                    type: object
                    additionalProperties: false
                    required:
                    - taskId
                    properties:
                      taskId:
                        type: string
                        maxLength: 128
                      signals:
                        type: object
                        additionalProperties:
                          type: number
                      reward:
                        type: number
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: postV1LearningFeedback
      x-operation-id-source: derived
  /v1/learning/reset:
    post:
      summary: Reset the learned model and tag stats
      tags:
      - Learning
      security:
      - apiKey: []
      responses:
        '200':
          description: Default Response
      operationId: postV1LearningReset
      x-operation-id-source: derived
components:
  securitySchemes:
    apiKey:
      type: http
      scheme: bearer
      description: Workspace API key (sk_test_/sk_live_)
    session:
      type: http
      scheme: bearer
      description: Console session token (st_...)
    adminToken:
      type: http
      scheme: bearer
      description: Operator ADMIN_TOKEN
    workerToken:
      type: http
      scheme: bearer
      description: Worker session token (wt_...)
    supervisorToken:
      type: http
      scheme: bearer
      description: Supervisor session token (sv_...), scoped to one workspace and optionally one team