Pinecone Inference API — Inference

naftiko: 1.0.0-alpha2
info:
  label: Pinecone Inference API — Inference
  description: 'Pinecone Inference API — Inference. 4 operations. Lead operation: Generate vectors. Self-contained Naftiko
    capability covering one Pinecone business surface.'
  tags:
  - Pinecone
  - Inference
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    PINECONE_API_KEY: PINECONE_API_KEY
capability:
  consumes:
  - type: http
    namespace: inference-inference
    baseUri: https://api.pinecone.io
    description: Pinecone Inference API — Inference business capability. Self-contained, no shared references.
    resources:
    - name: embed
      path: /embed
      operations:
      - name: embed
        method: POST
        description: Generate vectors
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: X-Pinecone-Api-Version
          in: header
          type: string
          description: Required date-based version header
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: false
    - name: models
      path: /models
      operations:
      - name: listmodels
        method: GET
        description: List available models
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: X-Pinecone-Api-Version
          in: header
          type: string
          description: Required date-based version header
          required: true
        - name: type
          in: query
          type: string
          description: Filter models by type ('embed' or 'rerank').
        - name: vector_type
          in: query
          type: string
          description: Filter embedding models by vector type ('dense' or 'sparse'). Only relevant when `type=embed`.
    - name: models-model_name
      path: /models/{model_name}
      operations:
      - name: getmodel
        method: GET
        description: Describe a model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: X-Pinecone-Api-Version
          in: header
          type: string
          description: Required date-based version header
          required: true
        - name: model_name
          in: path
          type: string
          description: The name of the model to look up.
          required: true
    - name: rerank
      path: /rerank
      operations:
      - name: rerank
        method: POST
        description: Rerank results
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: X-Pinecone-Api-Version
          in: header
          type: string
          description: Required date-based version header
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: false
    authentication:
      type: apikey
      key: Api-Key
      value: '{{env.PINECONE_API_KEY}}'
      placement: header
  exposes:
  - type: rest
    namespace: inference-inference-rest
    port: 8080
    description: REST adapter for Pinecone Inference API — Inference. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/embed
      name: embed
      description: REST surface for embed.
      operations:
      - method: POST
        name: embed
        description: Generate vectors
        call: inference-inference.embed
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/models
      name: models
      description: REST surface for models.
      operations:
      - method: GET
        name: listmodels
        description: List available models
        call: inference-inference.listmodels
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          type: rest.type
          vector_type: rest.vector_type
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/models/{model-name}
      name: models-model-name
      description: REST surface for models-model_name.
      operations:
      - method: GET
        name: getmodel
        description: Describe a model
        call: inference-inference.getmodel
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          model_name: rest.model_name
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/rerank
      name: rerank
      description: REST surface for rerank.
      operations:
      - method: POST
        name: rerank
        description: Rerank results
        call: inference-inference.rerank
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: inference-inference-mcp
    port: 9090
    transport: http
    description: MCP adapter for Pinecone Inference API — Inference. One tool per consumed operation, routed inline through
      this capability's consumes block.
    tools:
    - name: generate-vectors
      description: Generate vectors
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: inference-inference.embed
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: list-available-models
      description: List available models
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: inference-inference.listmodels
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        type: tools.type
        vector_type: tools.vector_type
      outputParameters:
      - type: object
        mapping: $.
    - name: describe-model
      description: Describe a model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: inference-inference.getmodel
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        model_name: tools.model_name
      outputParameters:
      - type: object
        mapping: $.
    - name: rerank-results
      description: Rerank results
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: inference-inference.rerank
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.