Jina AI Embeddings API

naftiko: 1.0.0-alpha2
info:
  label: Jina AI Embeddings API
  description: Generate high-quality multimodal embeddings for text, image, and code inputs using Jina AI's state-of-the-art
    embedding models. Supports synchronous embedding requests and batch jobs for large workloads.
  tags:
  - Jina
  - Ai
  - API
  created: '2026-05-06'
  modified: '2026-05-06'
capability:
  consumes:
  - type: http
    namespace: jina-ai
    baseUri: https://api.jina.ai/v1
    description: Jina AI Embeddings API HTTP API.
    authentication:
      type: bearer
      token: '{{JINA_AI_TOKEN}}'
    resources:
    - name: embeddings
      path: /embeddings
      operations:
      - name: createembeddings
        method: POST
        description: Create embeddings
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: batch-embeddings
      path: /batch/embeddings
      operations:
      - name: submitbatchembeddings
        method: POST
        description: Submit batch embedding job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: batch-batch-id
      path: /batch/{batch_id}
      operations:
      - name: getbatchjob
        method: GET
        description: Get batch job status
        inputParameters:
        - name: batch_id
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: cancelbatchjob
        method: DELETE
        description: Cancel batch job
        inputParameters:
        - name: batch_id
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: batch-batch-id-output
      path: /batch/{batch_id}/output
      operations:
      - name: getbatchoutput
        method: GET
        description: Download batch job output
        inputParameters:
        - name: batch_id
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: batch-batch-id-errors
      path: /batch/{batch_id}/errors
      operations:
      - name: getbatcherrors
        method: GET
        description: Retrieve batch job errors
        inputParameters:
        - name: batch_id
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
  exposes:
  - type: rest
    port: 8080
    namespace: jina-ai-rest
    description: REST adapter for Jina AI Embeddings API.
    resources:
    - path: /embeddings
      name: createembeddings
      operations:
      - method: POST
        name: createembeddings
        description: Create embeddings
        call: jina-ai.createembeddings
        outputParameters:
        - type: object
          mapping: $.
    - path: /batch/embeddings
      name: submitbatchembeddings
      operations:
      - method: POST
        name: submitbatchembeddings
        description: Submit batch embedding job
        call: jina-ai.submitbatchembeddings
        outputParameters:
        - type: object
          mapping: $.
    - path: /batch/{batch_id}
      name: getbatchjob
      operations:
      - method: GET
        name: getbatchjob
        description: Get batch job status
        call: jina-ai.getbatchjob
        with:
          batch_id: rest.batch_id
        outputParameters:
        - type: object
          mapping: $.
    - path: /batch/{batch_id}
      name: cancelbatchjob
      operations:
      - method: DELETE
        name: cancelbatchjob
        description: Cancel batch job
        call: jina-ai.cancelbatchjob
        with:
          batch_id: rest.batch_id
        outputParameters:
        - type: object
          mapping: $.
    - path: /batch/{batch_id}/output
      name: getbatchoutput
      operations:
      - method: GET
        name: getbatchoutput
        description: Download batch job output
        call: jina-ai.getbatchoutput
        with:
          batch_id: rest.batch_id
        outputParameters:
        - type: object
          mapping: $.
    - path: /batch/{batch_id}/errors
      name: getbatcherrors
      operations:
      - method: GET
        name: getbatcherrors
        description: Retrieve batch job errors
        call: jina-ai.getbatcherrors
        with:
          batch_id: rest.batch_id
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    port: 9090
    namespace: jina-ai-mcp
    transport: http
    description: MCP adapter for Jina AI Embeddings API for AI agent use.
    tools:
    - name: createembeddings
      description: Create embeddings
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: jina-ai.createembeddings
      outputParameters:
      - type: object
        mapping: $.
    - name: submitbatchembeddings
      description: Submit batch embedding job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: jina-ai.submitbatchembeddings
      outputParameters:
      - type: object
        mapping: $.
    - name: getbatchjob
      description: Get batch job status
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: jina-ai.getbatchjob
      with:
        batch_id: tools.batch_id
      inputParameters:
      - name: batch_id
        type: string
        description: batch_id
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: cancelbatchjob
      description: Cancel batch job
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: jina-ai.cancelbatchjob
      with:
        batch_id: tools.batch_id
      inputParameters:
      - name: batch_id
        type: string
        description: batch_id
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: getbatchoutput
      description: Download batch job output
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: jina-ai.getbatchoutput
      with:
        batch_id: tools.batch_id
      inputParameters:
      - name: batch_id
        type: string
        description: batch_id
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: getbatcherrors
      description: Retrieve batch job errors
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: jina-ai.getbatcherrors
      with:
        batch_id: tools.batch_id
      inputParameters:
      - name: batch_id
        type: string
        description: batch_id
        required: true
      outputParameters:
      - type: object
        mapping: $.
binds:
- namespace: env
  keys:
    JINA_AI_TOKEN: JINA_AI_TOKEN