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MonkeyLearn ACTION

Classify Text

Classifies texts with a given classifier. See the docs here
  • Action
  • Writes data
  • API key
  • SDK
  • MCP

IMPLEMENTATION

Call this tool

Connect a user's MonkeyLearn account once, then configure and run Classify Text 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-classify-text",
  externalUserId: "{external_user_id}", // any stable ID for this user in your system
  configuredProps: {
    monkeylearn: { authProvisionId: "apn_xxxxxxx" },
    classifierId: "Classifier Id",
    data: ["Data"],
  },
})

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.

Classify Text inputs
Property Type Description
classifierId Classifier Id string
Unique identification of classifiers, custom models, public models, and models shared in the teams.
Required Dynamic
data Data string[]
A list of up to 500 data elements. Each element must be a string with the text.
Required
productionModel Production Model boolean
Indicates if the extractions are performed by the production model. Only use this parameter on custom models. Note that you first need to deploy your model to production.
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-classify-text
Version
0.0.2
App
MonkeyLearn
Authentication
API key
Read-only
No
Destructive
No
Open world
Yes