Lucidworks · Capability

Lucidworks AI Platform API — Predictions

Lucidworks AI Platform API — Predictions. 2 operations. Lead operation: Create prediction by use case. Self-contained Naftiko capability covering one Lucidworks business surface.

Run with Naftiko LucidworksPredictions

What You Can Do

POST
Createprediction — Create prediction by use case
/v1/ai/prediction/{usecase}/{modelid}
POST
Requestaccesstoken — Request access token
/v1/oauth2/token

MCP Tools

create-prediction-use-case

Create prediction by use case

request-access-token

Request access token

Capability Spec

ai-platform-predictions.yaml Raw ↑ 
naftiko: 1.0.0-alpha2
info:
  label: Lucidworks AI Platform API — Predictions
  description: 'Lucidworks AI Platform API — Predictions. 2 operations. Lead operation: Create prediction by use case. Self-contained
    Naftiko capability covering one Lucidworks business surface.'
  tags:
  - Lucidworks
  - Predictions
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    LUCIDWORKS_API_KEY: LUCIDWORKS_API_KEY
capability:
  consumes:
  - type: http
    namespace: ai-platform-predictions
    baseUri: https://api.lucidworks.ai
    description: Lucidworks AI Platform API — Predictions business capability. Self-contained, no shared references.
    resources:
    - name: ai-prediction-useCase-modelId
      path: /ai/prediction/{useCase}/{modelId}
      operations:
      - name: createprediction
        method: POST
        description: Create prediction by use case
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: useCase
          in: path
          type: string
          required: true
        - name: modelId
          in: path
          type: string
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: oauth2-token
      path: /oauth2/token
      operations:
      - name: requestaccesstoken
        method: POST
        description: Request access token
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    authentication:
      type: bearer
      token: '{{env.LUCIDWORKS_API_KEY}}'
  exposes:
  - type: rest
    namespace: ai-platform-predictions-rest
    port: 8080
    description: REST adapter for Lucidworks AI Platform API — Predictions. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/ai/prediction/{usecase}/{modelid}
      name: ai-prediction-usecase-modelid
      description: REST surface for ai-prediction-useCase-modelId.
      operations:
      - method: POST
        name: createprediction
        description: Create prediction by use case
        call: ai-platform-predictions.createprediction
        with:
          useCase: rest.useCase
          modelId: rest.modelId
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/oauth2/token
      name: oauth2-token
      description: REST surface for oauth2-token.
      operations:
      - method: POST
        name: requestaccesstoken
        description: Request access token
        call: ai-platform-predictions.requestaccesstoken
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: ai-platform-predictions-mcp
    port: 9090
    transport: http
    description: MCP adapter for Lucidworks AI Platform API — Predictions. One tool per consumed operation, routed inline
      through this capability's consumes block.
    tools:
    - name: create-prediction-use-case
      description: Create prediction by use case
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: ai-platform-predictions.createprediction
      with:
        useCase: tools.useCase
        modelId: tools.modelId
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: request-access-token
      description: Request access token
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: ai-platform-predictions.requestaccesstoken
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.