naftiko: 1.0.0-alpha2
info:
  label: Pinecone Data Plane API — Vector Operations
  description: 'Pinecone Data Plane API — Vector Operations. 10 operations. Lead operation: Get index stats. Self-contained
    Naftiko capability covering one Pinecone business surface.'
  tags:
  - Pinecone
  - Vector Operations
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    PINECONE_API_KEY: PINECONE_API_KEY
capability:
  consumes:
  - type: http
    namespace: db-data-vector-operations
    baseUri: https://{index_host}
    description: Pinecone Data Plane API — Vector Operations business capability. Self-contained, no shared references.
    resources:
    - name: describe_index_stats
      path: /describe_index_stats
      operations:
      - name: describeindexstats
        method: POST
        description: Get index stats
        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: true
    - name: query
      path: /query
      operations:
      - name: queryvectors
        method: POST
        description: Search with a vector
        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: true
    - name: records-namespaces-namespace-search
      path: /records/namespaces/{namespace}/search
      operations:
      - name: searchrecordsnamespace
        method: POST
        description: Search with text
        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: namespace
          in: path
          type: string
          description: The namespace to search.
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: records-namespaces-namespace-upsert
      path: /records/namespaces/{namespace}/upsert
      operations:
      - name: upsertrecordsnamespace
        method: POST
        description: Upsert text
        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: namespace
          in: path
          type: string
          description: The namespace to upsert records into.
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: vectors-delete
      path: /vectors/delete
      operations:
      - name: deletevectors
        method: POST
        description: Delete 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: true
    - name: vectors-fetch
      path: /vectors/fetch
      operations:
      - name: fetchvectors
        method: GET
        description: Fetch 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: ids
          in: query
          type: array
          description: The vector IDs to fetch. Does not accept values containing spaces.
          required: true
        - name: namespace
          in: query
          type: string
          description: The namespace to fetch vectors from. If not provided, the default namespace is used.
    - name: vectors-fetch_by_metadata
      path: /vectors/fetch_by_metadata
      operations:
      - name: fetchvectorsbymetadata
        method: POST
        description: Fetch vectors by metadata
        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: true
    - name: vectors-list
      path: /vectors/list
      operations:
      - name: listvectors
        method: GET
        description: List vector IDs
        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: prefix
          in: query
          type: string
          description: The vector IDs to fetch. Does not accept values containing spaces.
        - name: limit
          in: query
          type: integer
          description: Max number of IDs to return per page.
        - name: paginationToken
          in: query
          type: string
          description: Pagination token to continue a previous listing operation.
        - name: namespace
          in: query
          type: string
          description: The namespace to list vectors from. If not provided, the default namespace is used.
    - name: vectors-update
      path: /vectors/update
      operations:
      - name: updatevector
        method: POST
        description: Update a vector
        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: true
    - name: vectors-upsert
      path: /vectors/upsert
      operations:
      - name: upsertvectors
        method: POST
        description: Upsert 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: true
    authentication:
      type: apikey
      key: Api-Key
      value: '{{env.PINECONE_API_KEY}}'
      placement: header
  exposes:
  - type: rest
    namespace: db-data-vector-operations-rest
    port: 8080
    description: REST adapter for Pinecone Data Plane API — Vector Operations. One Spectral-compliant resource per consumed
      operation, prefixed with /v1.
    resources:
    - path: /v1/describe-index-stats
      name: describe-index-stats
      description: REST surface for describe_index_stats.
      operations:
      - method: POST
        name: describeindexstats
        description: Get index stats
        call: db-data-vector-operations.describeindexstats
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/query
      name: query
      description: REST surface for query.
      operations:
      - method: POST
        name: queryvectors
        description: Search with a vector
        call: db-data-vector-operations.queryvectors
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/records/namespaces/{namespace}/search
      name: records-namespaces-namespace-search
      description: REST surface for records-namespaces-namespace-search.
      operations:
      - method: POST
        name: searchrecordsnamespace
        description: Search with text
        call: db-data-vector-operations.searchrecordsnamespace
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          namespace: rest.namespace
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/records/namespaces/{namespace}/upsert
      name: records-namespaces-namespace-upsert
      description: REST surface for records-namespaces-namespace-upsert.
      operations:
      - method: POST
        name: upsertrecordsnamespace
        description: Upsert text
        call: db-data-vector-operations.upsertrecordsnamespace
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          namespace: rest.namespace
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/delete
      name: vectors-delete
      description: REST surface for vectors-delete.
      operations:
      - method: POST
        name: deletevectors
        description: Delete vectors
        call: db-data-vector-operations.deletevectors
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/fetch
      name: vectors-fetch
      description: REST surface for vectors-fetch.
      operations:
      - method: GET
        name: fetchvectors
        description: Fetch vectors
        call: db-data-vector-operations.fetchvectors
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          ids: rest.ids
          namespace: rest.namespace
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/fetch-by-metadata
      name: vectors-fetch-by-metadata
      description: REST surface for vectors-fetch_by_metadata.
      operations:
      - method: POST
        name: fetchvectorsbymetadata
        description: Fetch vectors by metadata
        call: db-data-vector-operations.fetchvectorsbymetadata
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/list
      name: vectors-list
      description: REST surface for vectors-list.
      operations:
      - method: GET
        name: listvectors
        description: List vector IDs
        call: db-data-vector-operations.listvectors
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          prefix: rest.prefix
          limit: rest.limit
          paginationToken: rest.paginationToken
          namespace: rest.namespace
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/update
      name: vectors-update
      description: REST surface for vectors-update.
      operations:
      - method: POST
        name: updatevector
        description: Update a vector
        call: db-data-vector-operations.updatevector
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/vectors/upsert
      name: vectors-upsert
      description: REST surface for vectors-upsert.
      operations:
      - method: POST
        name: upsertvectors
        description: Upsert vectors
        call: db-data-vector-operations.upsertvectors
        with:
          X-Pinecone-Api-Version: rest.X-Pinecone-Api-Version
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: db-data-vector-operations-mcp
    port: 9090
    transport: http
    description: MCP adapter for Pinecone Data Plane API — Vector Operations. One tool per consumed operation, routed inline
      through this capability's consumes block.
    tools:
    - name: get-index-stats
      description: Get index stats
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: db-data-vector-operations.describeindexstats
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: search-vector
      description: Search with a vector
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: db-data-vector-operations.queryvectors
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: search-text
      description: Search with text
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: db-data-vector-operations.searchrecordsnamespace
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        namespace: tools.namespace
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: upsert-text
      description: Upsert text
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: db-data-vector-operations.upsertrecordsnamespace
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        namespace: tools.namespace
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: delete-vectors
      description: Delete vectors
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: db-data-vector-operations.deletevectors
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: fetch-vectors
      description: Fetch vectors
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: db-data-vector-operations.fetchvectors
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        ids: tools.ids
        namespace: tools.namespace
      outputParameters:
      - type: object
        mapping: $.
    - name: fetch-vectors-metadata
      description: Fetch vectors by metadata
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: db-data-vector-operations.fetchvectorsbymetadata
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: list-vector-ids
      description: List vector IDs
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: db-data-vector-operations.listvectors
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        prefix: tools.prefix
        limit: tools.limit
        paginationToken: tools.paginationToken
        namespace: tools.namespace
      outputParameters:
      - type: object
        mapping: $.
    - name: update-vector
      description: Update a vector
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: db-data-vector-operations.updatevector
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: upsert-vectors
      description: Upsert vectors
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: db-data-vector-operations.upsertvectors
      with:
        X-Pinecone-Api-Version: tools.X-Pinecone-Api-Version
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.