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OpenAI (ChatGPT) ACTION

Create Embeddings

Get a vector representation of a given input that can be easily consumed by machine learning models and algorithms. See the documentation
  • Action
  • Read only
  • API key
  • SDK
  • MCP

IMPLEMENTATION

Call this tool

Connect a user's OpenAI (ChatGPT) account once, then configure and run Create Embeddings 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: "openai-create-embeddings",
  externalUserId: "{external_user_id}", // any stable ID for this user in your system
  configuredProps: {
    openai: { authProvisionId: "apn_xxxxxxx" },
    modelId: "Model",
    input: ["Input"],
  },
})

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.

Create Embeddings inputs
Property Type Description
modelId Model string
The ID of the embeddings model to use. OpenAI recommends using text-embedding-ada-002 for nearly all use cases: "It's better, cheaper, and simpler to use. Read the blog post announcement".
Required Dynamic
input Input string[]
Input text to get embeddings for, encoded as a string or array of tokens. To get embeddings for multiple inputs in a single request, pass an array of strings or array of token arrays. Each input must not exceed 8192 tokens in length.
Required
user User string
A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.
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
openai-create-embeddings
Version
0.0.24
App
OpenAI (ChatGPT)
Authentication
API key
Read-only
Yes
Destructive
No
Open world
Yes