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MonkeyLearn ACTION

Upload Training Data

Uploads data to a classifier. This component can be used to upload new data to a classifier, to update the tags of texts that have already been uploaded, or both. See the docs here
  • Action
  • Writes data
  • Destructive
  • API key
  • SDK
  • MCP

IMPLEMENTATION

Call this tool

Connect a user's MonkeyLearn account once, then configure and run Upload Training Data from your backend or agent.

import { PipedreamClient } from "@pipedream/sdk"

const pd = new PipedreamClient({
  projectId: process.env.PIPEDREAM_PROJECT_ID!,
  clientId: process.env.PIPEDREAM_CLIENT_ID!,
  clientSecret: process.env.PIPEDREAM_CLIENT_SECRET!,
  projectEnvironment: "production",
})

const result = await pd.actions.run({
  id: "monkeylearn-upload-training-data",
  externalUserId: "{external_user_id}", // any stable ID for this user in your system
  configuredProps: {
    monkeylearn: { authProvisionId: "apn_xxxxxxx" },
    classifierId: "Classifier Id",
    dataObjectArray: ["Data Array"],
  },
})

console.log(result)

SCHEMA

Inputs

Pipedream supplies the connected account. Your application provides the operation-specific values below. Dynamic inputs are resolved against that user's account.

Upload Training Data inputs
Property Type Description
classifierId Classifier Id string
Unique identification of classifiers, custom models, public models, and models shared in the teams.
Required Dynamic
dataObjectArray Data Array string[]

A list of data objects.

Example: [{ "text": "first text", "tags": ["tag_id_1", "tag_name"], "markers": ["any_marker", "other_marker"] }]

Required
inputDuplicatesStrategy Input Duplicates Strategy string
Indicates what to do with duplicate texts in this request.
Optional
existingDuplicatesStrategy Existing Duplicates Strategy string
Indicates what to do with texts of this request that already exist in the model.
Optional

REFERENCE

Tool details

Behavior hints are published with the component in the Pipedream registry and surface as MCP tool annotations, so an agent can reason about a tool before it calls it.

Registry key
monkeylearn-upload-training-data
Version
0.0.2
App
MonkeyLearn
Authentication
API key
Read-only
No
Destructive
Yes
Open world
Yes