Nanonets · Capability

Nanonets OCR API — Training

Upload training images and train or retrain a custom Nanonets OCR model.

Nanonets OCR API — Training is a Naftiko capability published by Nanonets, one of 5 capabilities the APIs.io network indexes for this provider. It bundles 1 operation across the POST method rooted at /v1/ocr/train.

The capability includes 2 state-changing operations. Lead operation: Train or retrain a model. Can be deployed as a REST endpoint, MCP tool, or Agent Skill via Naftiko.

Tagged areas include Nanonets, OCR, and Training.

Run with Naftiko NanonetsOCRTraining

What You Can Do

POST

Trainmodel — Train or retrain a model.

/v1/ocr/train

MCP Tools

nanonets-train-model

Train or retrain a model.

nanonets-upload-training-urls

Upload training images via URLs.

Capability Spec

naftiko: 1.0.0-alpha2
info:
  label: Nanonets OCR API — Training
  description: Upload training images and train or retrain a custom Nanonets OCR model.
  tags: [Nanonets, OCR, Training]
  created: '2026-05-25'
  modified: '2026-05-25'
binds:
- namespace: env
  keys: { NANONETS_API_KEY: NANONETS_API_KEY }
capability:
  consumes:
  - type: http
    namespace: ocr-training
    baseUri: https://app.nanonets.com/api/v2
    description: Nanonets OCR training surface.
    resources:
    - name: upload-file
      path: /OCR/Model/{model_id}/UploadFile/
      operations:
      - { name: uploadTrainingFile, method: POST, description: 'Upload locally stored training images.',
          outputRawFormat: json, outputParameters: [ { name: result, type: object, value: $. } ],
          inputParameters: [ { name: model_id, in: path, type: string, required: true },
            { name: file, in: body, type: object, required: true } ] }
    - name: upload-urls
      path: /OCR/Model/{model_id}/UploadUrls/
      operations:
      - { name: uploadTrainingUrls, method: POST, description: 'Upload training images via URLs.',
          outputRawFormat: json, outputParameters: [ { name: result, type: object, value: $. } ],
          inputParameters: [ { name: model_id, in: path, type: string, required: true },
            { name: body, in: body, type: object, required: true } ] }
    - name: train
      path: /OCR/Model/{model_id}/Train/
      operations:
      - { name: trainModel, method: POST, description: 'Train or retrain a Nanonets OCR model.',
          outputRawFormat: json, outputParameters: [ { name: result, type: object, value: $. } ],
          inputParameters: [ { name: model_id, in: path, type: string, required: true } ] }
    authentication:
      type: basic
      username: '{{env.NANONETS_API_KEY}}'
      password: ''
  exposes:
  - type: rest
    namespace: ocr-training-rest
    port: 8080
    description: REST adapter for the Nanonets OCR training surface.
    resources:
    - path: /v1/ocr/train
      name: train
      operations:
      - { method: POST, name: trainModel, description: 'Train or retrain a model.', call: ocr-training.trainModel,
          with: { model_id: rest.body.model_id } }
  - type: mcp
    namespace: ocr-training-mcp
    port: 9090
    transport: http
    description: MCP adapter for Nanonets OCR training.
    tools:
    - { name: nanonets-train-model, description: 'Train or retrain a model.', hints: { readOnly: false,
          destructive: false, idempotent: false }, call: ocr-training.trainModel, with: { model_id: tools.model_id } }
    - { name: nanonets-upload-training-urls, description: 'Upload training images via URLs.', hints: {
          readOnly: false, destructive: false, idempotent: false }, call: ocr-training.uploadTrainingUrls,
        with: { model_id: tools.model_id, body: tools.body } }